Engy-4350: Nuclear Reactor Engineering Spring 2019 UMass Lowell; Prof. V. F. de Almeida 03Feb2019
$ \newcommand{\Amtrx}{\boldsymbol{\mathsf{A}}} \newcommand{\Bmtrx}{\boldsymbol{\mathsf{B}}} \newcommand{\Mmtrx}{\boldsymbol{\mathsf{M}}} \newcommand{\Imtrx}{\boldsymbol{\mathsf{I}}} \newcommand{\Pmtrx}{\boldsymbol{\mathsf{P}}} \newcommand{\Lmtrx}{\boldsymbol{\mathsf{L}}} \newcommand{\Umtrx}{\boldsymbol{\mathsf{U}}} \newcommand{\Smtrx}{\boldsymbol{\mathsf{S}}} \newcommand{\xvec}{\boldsymbol{\mathsf{x}}} \newcommand{\avec}{\boldsymbol{\mathsf{a}}} \newcommand{\bvec}{\boldsymbol{\mathsf{b}}} \newcommand{\cvec}{\boldsymbol{\mathsf{c}}} \newcommand{\rvec}{\boldsymbol{\mathsf{r}}} \newcommand{\mvec}{\boldsymbol{\mathsf{m}}} \newcommand{\gvec}{\boldsymbol{\mathsf{g}}} \newcommand{\zerovec}{\boldsymbol{\mathsf{0}}} \newcommand{\norm}[1]{\bigl\lVert{#1}\bigr\rVert} \newcommand{\abs}[1]{\left\lvert{#1}\right\rvert} \newcommand{\transpose}[1]{{#1}^\top} \DeclareMathOperator{\rank}{rank} $
Refer to Notebook 02.
Acquiring the data:
ENDF/B-VIII.0,Ei=0.0253eV
which is the same data base used in the Notebook 02b, but was acquired from a third-party evaluation.The following data sets are available:
u-235-fpy-AZ-thermal.csv
u-233-fpy-AZ-thermal.csv
pu-239-fpy-AZ-thermal.csv
'''Select data set'''
data_set = 'u-235-fpy-AZ-thermal.csv'
'''View the raw data (edit the file name)'''
!head -n 5 data/u-235-fpy-AZ-thermal.csv
print('...')
!tail -n 5 data/u-235-fpy-AZ-thermal.csv
Compare,Nuclide,Half-lives,Ind. Yield(% per fiss.),Cum. Yield(% per fiss.) Compare,54 Xe 134,,0.0105,7.87 Compare,53 I 134,52.5 m,0.500,7.83 Compare,52 Te 134,41.8 m,6.22,6.97 Compare,56 Ba 138,Stable,4.12e-3,6.77 ... Compare,71 Lu 171m,79 s,no data,no data Compare,71 Lu 172,6.70 d,no data,no data Compare,71 Lu 172m,3.7 m,no data,no data Compare,72 Hf 171,12.1 h,no data,no data Compare,72 Hf 172,1.87 y,no data,no data
'''Function to read the blank-spaced column data into a Pandas data frame (table)'''
def read_table(file_name):
'''
Read table data into a `pandas` data frame (table).
Parameters
----------
file_name: str, required
File name and its path relative to this notebook.
Returns
-------
df: pandas.df
`Pandas` data frame (table).
Examples
--------
'''
import pandas as pd
df = pd.read_csv( file_name,
skiprows=0,
delim_whitespace=False)
df.fillna('0 s',inplace=True)
# to avoid frustrations, set explicitly the data types of each column
#for c in df.columns:
#if c == 'Y(NO-DIM)':
#continue
#df = df.astype({c:float},copy=False)
#print(df.dtypes)
return df
'''Read data'''
fpy_az_df = read_table('data/'+data_set)
'''A peek on the raw data'''
fpy_az_df
Compare | Nuclide | Half-lives | Ind. Yield(% per fiss.) | Cum. Yield(% per fiss.) | |
---|---|---|---|---|---|
0 | Compare | 54 Xe 134 | 0 s | 0.0105 | 7.87 |
1 | Compare | 53 I 134 | 52.5 m | 0.500 | 7.83 |
2 | Compare | 52 Te 134 | 41.8 m | 6.22 | 6.97 |
3 | Compare | 56 Ba 138 | Stable | 4.12e-3 | 6.77 |
4 | Compare | 55 Cs 138 | 33.41 m | 0.243 | 6.71 |
5 | Compare | 54 Xe 133 | 5.243 d | 6.66e-4 | 6.70 |
6 | Compare | 55 Cs 133 | Stable | 7.92e-7 | 6.70 |
7 | Compare | 53 I 133 | 20.8 h | 0.0825 | 6.70 |
8 | Compare | 55 Cs 135 | 2.3 My | 2.45e-4 | 6.54 |
9 | Compare | 56 Ba 135 | Stable | 3.82e-8 | 6.54 |
10 | Compare | 54 Xe 135 | 9.14 h | 0.0785 | 6.54 |
11 | Compare | 41 Nb 95 | 34.991 d | 1.06e-4 | 6.50 |
12 | Compare | 42 Mo 95 | Stable | 4.94e-10 | 6.50 |
13 | Compare | 40 Zr 95 | 64.032 d | 0.127 | 6.50 |
14 | Compare | 40 Zr 94 | Stable | 0.0195 | 6.47 |
15 | Compare | 39 Y 94 | 18.7 m | 0.390 | 6.45 |
16 | Compare | 57 La 139 | Stable | 2.27e-5 | 6.41 |
17 | Compare | 56 Ba 139 | 83.06 m | 0.0688 | 6.41 |
18 | Compare | 39 Y 95 | 10.3 m | 1.11 | 6.38 |
19 | Compare | 40 Zr 93 | 1.53 My | 1.37e-4 | 6.35 |
20 | Compare | 41 Nb 93 | Stable | 3.62e-9 | 6.35 |
21 | Compare | 39 Y 93 | 10.18 h | 0.0543 | 6.35 |
22 | Compare | 55 Cs 139 | 9.27 m | 1.31 | 6.34 |
23 | Compare | 40 Zr 96 | 2.0E+19 y | 0.337 | 6.34 |
24 | Compare | 54 Xe 136 | 0 s | 2.19 | 6.31 |
25 | Compare | 54 Xe 138 | 14.08 m | 4.81 | 6.30 |
26 | Compare | 42 Mo 100 | 7.3E+18 y | 0.0729 | 6.29 |
27 | Compare | 53 I 135 | 6.57 h | 2.93 | 6.28 |
28 | Compare | 38 Sr 93 | 7.423 m | 2.57 | 6.24 |
29 | Compare | 57 La 140 | 1.67855 d | 5.22e-3 | 6.22 |
... | ... | ... | ... | ... | ... |
1217 | Compare | 67 Ho 161m | 6.76 s | no data | no data |
1218 | Compare | 67 Ho 162 | 15 m | no data | no data |
1219 | Compare | 67 Ho 162m | 67.0 m | no data | no data |
1220 | Compare | 67 Ho 163 | 4.570 ky | no data | no data |
1221 | Compare | 67 Ho 163m | 1.09 s | no data | no data |
1222 | Compare | 67 Ho 164m | 37.5 m | no data | no data |
1223 | Compare | 68 Er 161 | 3.21 h | no data | no data |
1224 | Compare | 68 Er 162 | Stable | no data | no data |
1225 | Compare | 68 Er 163 | 75.0 m | no data | no data |
1226 | Compare | 68 Er 164 | Stable | no data | no data |
1227 | Compare | 68 Er 165 | 10.36 h | no data | no data |
1228 | Compare | 69 Tm 165 | 30.06 h | no data | no data |
1229 | Compare | 69 Tm 166 | 7.70 h | no data | no data |
1230 | Compare | 69 Tm 167 | 9.25 d | no data | no data |
1231 | Compare | 69 Tm 168 | 93.1 d | no data | no data |
1232 | Compare | 69 Tm 170 | 128.6 d | no data | no data |
1233 | Compare | 70 Yb 166 | 56.7 h | no data | no data |
1234 | Compare | 70 Yb 167 | 17.5 m | no data | no data |
1235 | Compare | 70 Yb 168 | Stable | no data | no data |
1236 | Compare | 70 Yb 169 | 32.018 d | no data | no data |
1237 | Compare | 70 Yb 169m | 46 s | no data | no data |
1238 | Compare | 70 Yb 170 | Stable | no data | no data |
1239 | Compare | 71 Lu 169 | 34.06 h | no data | no data |
1240 | Compare | 71 Lu 169m | 2.7 m | no data | no data |
1241 | Compare | 71 Lu 171 | 8.24 d | no data | no data |
1242 | Compare | 71 Lu 171m | 79 s | no data | no data |
1243 | Compare | 71 Lu 172 | 6.70 d | no data | no data |
1244 | Compare | 71 Lu 172m | 3.7 m | no data | no data |
1245 | Compare | 72 Hf 171 | 12.1 h | no data | no data |
1246 | Compare | 72 Hf 172 | 1.87 y | no data | no data |
1247 rows × 5 columns
'''Function for creating a FP yield(A,Z) list container'''
def get_fpy_az( df ):
'''
Create a list of named tuple nuclides
Parameters
----------
df: pandas data frame, required
Table of data for nuclides.
Returns
-------
nuclides: list(namedtuple)
List of namedtuples. Names: name, element_name, Z, A, half_life, independent_yield_percent, cumulative_yield_percent.
Examples
--------
'''
nuclides = list()
# design a container data structure
from collections import namedtuple
FPY = namedtuple('FPY', ['name','element_name','Z','A','half_life','independent_yield_percent','cumulative_yield_percent'])
import pandas as pd
# Use the Mendeleev python package (periodic table of elements)
from mendeleev import element
total_cumulative_yield = 0.0 # sum total yield
total_independent_yield = 0.0
for row in df.itertuples(index=False):
if row[2].strip() == 'Stable': # skip all stable FP
continue
assert isinstance(row[1],str),'row[1] = %r'%row[1]
col1 = row[1].strip().split(' ')
assert len(col1) == 3,'col1 = %r'%col1 # must have 3 elements
z = int(col1[0])
symbol = col1[1]
if col1[2][-1] == 'm':
a = int(col1[2][0:-1])
nuclide_name = symbol + '-' + str(a) + 'm'
elif col1[2][-1] == 'n':
a = int(col1[2][0:-1])
nuclide_name = symbol + '-' + str(a) + 'n'
else:
a = int(col1[2])
nuclide_name = symbol+'-'+str(a)
assert isinstance(row[2],str),'row[2] = %r'%row[2]
col2 = row[2].strip().split(' ')
assert len(col2) == 2,'col2 = %r'%col2
half_life_unit = col2[1]
# convert all values to second
if half_life_unit == 'ns':
half_life = float(col2[0])*1e-9
elif half_life_unit == 'ms':
half_life = float(col2[0])*1e-3
elif half_life_unit == 's':
half_life = float(col2[0])
elif half_life_unit == 'm':
half_life = float(col2[0])*60
elif half_life_unit == 'h':
half_life = float(col2[0])*60*60
elif half_life_unit == 'd':
half_life = float(col2[0])*60*60*24
elif half_life_unit == 'y':
half_life = float(col2[0])*60*60*24*365
elif half_life_unit == 'ky':
half_life = float(col2[0])*60*60*24*365*1e+3
elif half_life_unit == 'My':
half_life = float(col2[0])*60*60*24*365*1e+6
elif half_life_unit == 'Gy':
half_life = float(col2[0])*60*60*24*365*1e+9
else:
assert False,'unit = %r'%half_life_unit
assert isinstance(row[3],str),'row[3] = %r'%row[3]
if row[3].strip() == 'no data':
independent_yield_value = 0.0
else:
independent_yield_value = float(row[3])
total_independent_yield += independent_yield_value
assert isinstance(row[4],str),'row[4] = %r'%row[4]
if row[4].strip() == 'no data':
cumulative_yield_value = 0.0
else:
cumulative_yield_value = float(row[4])
total_cumulative_yield += cumulative_yield_value
element_name = element(z).name
nuc = FPY( name=nuclide_name, element_name=element_name, Z=z, A=a,
half_life=half_life,
independent_yield_percent=independent_yield_value,
cumulative_yield_percent=cumulative_yield_value )
nuclides.append(nuc)
print('Sum of independent yield values in data file = ',round(total_independent_yield,2))
print('Sum of cumulative yield values in data file = ',round(total_cumulative_yield,2))
return nuclides
'''Importing the mendeleev package'''
try:
import mendeleev # creates the `name` mendeleev
except ImportError:
print('Installing the "mendeleev" package...')
print('')
!pip install mendeleev
import mendeleev
'''Create the FP yield(A,Z) list container'''
fpy_az = get_fpy_az( fpy_az_df )
print('Sum of independent yield values in dictionary container = ',round(sum([fp.independent_yield_percent for fp in fpy_az]),2))
print('Sum of cumulative yield values in dictionary container = ',round(sum([fp.cumulative_yield_percent for fp in fpy_az]),2))
print('# of FP nuclides = ', len(fpy_az))
Sum of independent yield values in data file = 199.86 Sum of cumulative yield values in data file = 685.2 Sum of independent yield values in dictionary container = 199.86 Sum of cumulative yield values in dictionary container = 685.2 # of FP nuclides = 1111
'''Some info on the nuclide data structure just created'''
fpy_az
[FPY(name='Xe-134', element_name='Xenon', Z=54, A=134, half_life=0.0, independent_yield_percent=0.0105, cumulative_yield_percent=7.87), FPY(name='I-134', element_name='Iodine', Z=53, A=134, half_life=3150.0, independent_yield_percent=0.5, cumulative_yield_percent=7.83), FPY(name='Te-134', element_name='Tellurium', Z=52, A=134, half_life=2508.0, independent_yield_percent=6.22, cumulative_yield_percent=6.97), FPY(name='Cs-138', element_name='Cesium', Z=55, A=138, half_life=2004.6, independent_yield_percent=0.243, cumulative_yield_percent=6.71), FPY(name='Xe-133', element_name='Xenon', Z=54, A=133, half_life=452995.20000000007, independent_yield_percent=0.000666, cumulative_yield_percent=6.7), FPY(name='I-133', element_name='Iodine', Z=53, A=133, half_life=74880.0, independent_yield_percent=0.0825, cumulative_yield_percent=6.7), FPY(name='Cs-135', element_name='Cesium', Z=55, A=135, half_life=72532800000000.0, independent_yield_percent=0.000245, cumulative_yield_percent=6.54), FPY(name='Xe-135', element_name='Xenon', Z=54, A=135, half_life=32904.00000000001, independent_yield_percent=0.0785, cumulative_yield_percent=6.54), FPY(name='Nb-95', element_name='Niobium', Z=41, A=95, half_life=3023222.4000000004, independent_yield_percent=0.000106, cumulative_yield_percent=6.5), FPY(name='Zr-95', element_name='Zirconium', Z=40, A=95, half_life=5532364.8, independent_yield_percent=0.127, cumulative_yield_percent=6.5), FPY(name='Y-94', element_name='Yttrium', Z=39, A=94, half_life=1122.0, independent_yield_percent=0.39, cumulative_yield_percent=6.45), FPY(name='Ba-139', element_name='Barium', Z=56, A=139, half_life=4983.6, independent_yield_percent=0.0688, cumulative_yield_percent=6.41), FPY(name='Y-95', element_name='Yttrium', Z=39, A=95, half_life=618.0, independent_yield_percent=1.11, cumulative_yield_percent=6.38), FPY(name='Zr-93', element_name='Zirconium', Z=40, A=93, half_life=48250080000000.0, independent_yield_percent=0.000137, cumulative_yield_percent=6.35), FPY(name='Y-93', element_name='Yttrium', Z=39, A=93, half_life=36648.0, independent_yield_percent=0.0543, cumulative_yield_percent=6.35), FPY(name='Cs-139', element_name='Cesium', Z=55, A=139, half_life=556.1999999999999, independent_yield_percent=1.31, cumulative_yield_percent=6.34), FPY(name='Zr-96', element_name='Zirconium', Z=40, A=96, half_life=6.307200000000001e+26, independent_yield_percent=0.337, cumulative_yield_percent=6.34), FPY(name='Xe-136', element_name='Xenon', Z=54, A=136, half_life=0.0, independent_yield_percent=2.19, cumulative_yield_percent=6.31), FPY(name='Xe-138', element_name='Xenon', Z=54, A=138, half_life=844.8, independent_yield_percent=4.81, cumulative_yield_percent=6.3), FPY(name='Mo-100', element_name='Molybdenum', Z=42, A=100, half_life=2.3021279999999997e+26, independent_yield_percent=0.0729, cumulative_yield_percent=6.29), FPY(name='I-135', element_name='Iodine', Z=53, A=135, half_life=23652.000000000004, independent_yield_percent=2.93, cumulative_yield_percent=6.28), FPY(name='Sr-93', element_name='Strontium', Z=38, A=93, half_life=445.38, independent_yield_percent=2.57, cumulative_yield_percent=6.24), FPY(name='La-140', element_name='Lanthanum', Z=57, A=140, half_life=145026.72, independent_yield_percent=0.00522, cumulative_yield_percent=6.22), FPY(name='Ba-140', element_name='Barium', Z=56, A=140, half_life=1101833.28, independent_yield_percent=0.488, cumulative_yield_percent=6.21), FPY(name='Cs-137', element_name='Cesium', Z=55, A=137, half_life=948602880.0, independent_yield_percent=0.06, cumulative_yield_percent=6.19), FPY(name='Xe-137', element_name='Xenon', Z=54, A=137, half_life=229.08, independent_yield_percent=3.19, cumulative_yield_percent=6.13), FPY(name='Mo-99', element_name='Molybdenum', Z=42, A=99, half_life=237513.59999999998, independent_yield_percent=0.0428, cumulative_yield_percent=6.11), FPY(name='Tc-99', element_name='Technetium', Z=43, A=99, half_life=6657249600000.0, independent_yield_percent=1.23e-07, cumulative_yield_percent=6.11), FPY(name='Sr-94', element_name='Strontium', Z=38, A=94, half_life=75.3, independent_yield_percent=4.51, cumulative_yield_percent=6.06), FPY(name='Nb-93m', element_name='Niobium', Z=41, A=93, half_life=508675680.0, independent_yield_percent=8.49e-10, cumulative_yield_percent=6.03), FPY(name='Y-92', element_name='Yttrium', Z=39, A=92, half_life=12744.0, independent_yield_percent=0.0715, cumulative_yield_percent=6.01), FPY(name='Y-96', element_name='Yttrium', Z=39, A=96, half_life=5.34, independent_yield_percent=0.224, cumulative_yield_percent=6.0), FPY(name='Nb-97', element_name='Niobium', Z=41, A=97, half_life=4326.0, independent_yield_percent=0.0108, cumulative_yield_percent=6.0), FPY(name='Zr-97', element_name='Zirconium', Z=40, A=97, half_life=60296.399999999994, independent_yield_percent=1.09, cumulative_yield_percent=5.98), FPY(name='Ce-143', element_name='Cerium', Z=58, A=143, half_life=118940.40000000001, independent_yield_percent=0.0313, cumulative_yield_percent=5.96), FPY(name='Pr-143', element_name='Praseodymium', Z=59, A=143, half_life=1172448.0, independent_yield_percent=4.5e-07, cumulative_yield_percent=5.96), FPY(name='Sr-92', element_name='Strontium', Z=38, A=92, half_life=9756.0, independent_yield_percent=1.08, cumulative_yield_percent=5.94), FPY(name='La-143', element_name='Lanthanum', Z=57, A=143, half_life=852.0, independent_yield_percent=0.379, cumulative_yield_percent=5.92), FPY(name='Ba-137m', element_name='Barium', Z=56, A=137, half_life=153.12, independent_yield_percent=0.000133, cumulative_yield_percent=5.85), FPY(name='Ce-142', element_name='Cerium', Z=58, A=142, half_life=0.0, independent_yield_percent=0.000176, cumulative_yield_percent=5.85), FPY(name='La-142', element_name='Lanthanum', Z=57, A=142, half_life=5466.0, independent_yield_percent=0.0965, cumulative_yield_percent=5.85), FPY(name='Ce-141', element_name='Cerium', Z=58, A=141, half_life=2808691.2, independent_yield_percent=4.99e-06, cumulative_yield_percent=5.85), FPY(name='La-141', element_name='Lanthanum', Z=57, A=141, half_life=14112.0, independent_yield_percent=0.0185, cumulative_yield_percent=5.85), FPY(name='Ba-141', element_name='Barium', Z=56, A=141, half_life=1096.2, independent_yield_percent=1.66, cumulative_yield_percent=5.83), FPY(name='Y-91', element_name='Yttrium', Z=39, A=91, half_life=5055264.0, independent_yield_percent=0.000165, cumulative_yield_percent=5.83), FPY(name='Sr-91', element_name='Strontium', Z=38, A=91, half_life=34668.00000000001, independent_yield_percent=0.25, cumulative_yield_percent=5.83), FPY(name='Sr-90', element_name='Strontium', Z=38, A=90, half_life=907921439.9999999, independent_yield_percent=0.0737, cumulative_yield_percent=5.78), FPY(name='Y-90', element_name='Yttrium', Z=39, A=90, half_life=230400.0, independent_yield_percent=4.48e-06, cumulative_yield_percent=5.78), FPY(name='Ba-142', element_name='Barium', Z=56, A=142, half_life=636.0, independent_yield_percent=3.01, cumulative_yield_percent=5.75), FPY(name='Nb-98', element_name='Niobium', Z=41, A=98, half_life=2.86, independent_yield_percent=0.116, cumulative_yield_percent=5.75), FPY(name='Cs-140', element_name='Cesium', Z=55, A=140, half_life=63.7, independent_yield_percent=2.07, cumulative_yield_percent=5.72), FPY(name='Zr-98', element_name='Zirconium', Z=40, A=98, half_life=30.7, independent_yield_percent=2.57, cumulative_yield_percent=5.64), FPY(name='Zr-99', element_name='Zirconium', Z=40, A=99, half_life=2.1, independent_yield_percent=3.58, cumulative_yield_percent=5.63), FPY(name='Nb-97m', element_name='Niobium', Z=41, A=97, half_life=58.7, independent_yield_percent=0.00245, cumulative_yield_percent=5.63), FPY(name='Zr-100', element_name='Zirconium', Z=40, A=100, half_life=7.1, independent_yield_percent=4.98, cumulative_yield_percent=5.58), FPY(name='Rb-91', element_name='Rubidium', Z=37, A=91, half_life=58.4, independent_yield_percent=2.22, cumulative_yield_percent=5.58), FPY(name='Ba-143', element_name='Barium', Z=56, A=143, half_life=14.5, independent_yield_percent=4.1, cumulative_yield_percent=5.54), FPY(name='Nd-144', element_name='Neodymium', Z=60, A=144, half_life=7.221744e+22, independent_yield_percent=9.57e-09, cumulative_yield_percent=5.5), FPY(name='Ce-144', element_name='Cerium', Z=58, A=144, half_life=24616224.000000004, independent_yield_percent=0.0345, cumulative_yield_percent=5.5), FPY(name='Pr-144', element_name='Praseodymium', Z=59, A=144, half_life=1036.8000000000002, independent_yield_percent=1.43e-06, cumulative_yield_percent=5.5), FPY(name='La-144', element_name='Lanthanum', Z=57, A=144, half_life=40.8, independent_yield_percent=1.07, cumulative_yield_percent=5.47), FPY(name='Tc-99m', element_name='Technetium', Z=43, A=99, half_life=21624.120000000003, independent_yield_percent=2.89e-08, cumulative_yield_percent=5.38), FPY(name='Sr-95', element_name='Strontium', Z=38, A=95, half_life=23.9, independent_yield_percent=4.54, cumulative_yield_percent=5.27), FPY(name='Tc-101', element_name='Technetium', Z=43, A=101, half_life=852.0, independent_yield_percent=0.000161, cumulative_yield_percent=5.17), FPY(name='Mo-101', element_name='Molybdenum', Z=42, A=101, half_life=876.5999999999999, independent_yield_percent=0.186, cumulative_yield_percent=5.17), FPY(name='Xe-139', element_name='Xenon', Z=54, A=139, half_life=39.68, independent_yield_percent=4.32, cumulative_yield_percent=5.04), FPY(name='Nb-101', element_name='Niobium', Z=41, A=101, half_life=7.1, independent_yield_percent=1.92, cumulative_yield_percent=4.99), FPY(name='Y-97', element_name='Yttrium', Z=39, A=97, half_life=3.75, independent_yield_percent=1.57, cumulative_yield_percent=4.89), FPY(name='Kr-90', element_name='Krypton', Z=36, A=90, half_life=32.32, independent_yield_percent=4.4, cumulative_yield_percent=4.86), FPY(name='Rb-92', element_name='Rubidium', Z=37, A=92, half_life=4.492, independent_yield_percent=3.13, cumulative_yield_percent=4.82), FPY(name='Sr-89', element_name='Strontium', Z=38, A=89, half_life=4365792.0, independent_yield_percent=0.0175, cumulative_yield_percent=4.73), FPY(name='Rb-89', element_name='Rubidium', Z=37, A=89, half_life=909.0, independent_yield_percent=0.205, cumulative_yield_percent=4.72), FPY(name='Kr-89', element_name='Krypton', Z=36, A=89, half_life=189.0, independent_yield_percent=3.44, cumulative_yield_percent=4.51), FPY(name='Rb-90', element_name='Rubidium', Z=37, A=90, half_life=158.0, independent_yield_percent=0.139, cumulative_yield_percent=4.5), FPY(name='Ba-144', element_name='Barium', Z=56, A=144, half_life=11.5, independent_yield_percent=3.97, cumulative_yield_percent=4.4), FPY(name='I-132', element_name='Iodine', Z=53, A=132, half_life=8262.0, independent_yield_percent=0.00913, cumulative_yield_percent=4.31), FPY(name='Te-132', element_name='Tellurium', Z=52, A=132, half_life=276825.60000000003, independent_yield_percent=1.53, cumulative_yield_percent=4.29), FPY(name='Tc-102m', element_name='Technetium', Z=43, A=102, half_life=261.0, independent_yield_percent=0.00955, cumulative_yield_percent=4.29), FPY(name='Mo-102', element_name='Molybdenum', Z=42, A=102, half_life=678.0, independent_yield_percent=0.651, cumulative_yield_percent=4.28), FPY(name='Cs-141', element_name='Cesium', Z=55, A=141, half_life=24.84, independent_yield_percent=2.92, cumulative_yield_percent=4.17), FPY(name='Te-133m', element_name='Tellurium', Z=52, A=133, half_life=3324.0, independent_yield_percent=2.99, cumulative_yield_percent=3.99), FPY(name='Nb-99', element_name='Niobium', Z=41, A=99, half_life=15.0, independent_yield_percent=0.03, cumulative_yield_percent=3.97), FPY(name='Pr-145', element_name='Praseodymium', Z=59, A=145, half_life=21542.4, independent_yield_percent=0.000333, cumulative_yield_percent=3.93), FPY(name='Ce-145', element_name='Cerium', Z=58, A=145, half_life=180.6, independent_yield_percent=0.0854, cumulative_yield_percent=3.93), FPY(name='La-145', element_name='Lanthanum', Z=57, A=145, half_life=24.8, independent_yield_percent=1.91, cumulative_yield_percent=3.85), FPY(name='Sr-96', element_name='Strontium', Z=38, A=96, half_life=1.07, independent_yield_percent=3.57, cumulative_yield_percent=3.76), FPY(name='Xe-140', element_name='Xenon', Z=54, A=140, half_life=13.6, independent_yield_percent=3.51, cumulative_yield_percent=3.65), FPY(name='Rb-88', element_name='Rubidium', Z=37, A=88, half_life=1066.3799999999999, independent_yield_percent=0.0223, cumulative_yield_percent=3.57), FPY(name='Kr-88', element_name='Krypton', Z=36, A=88, half_life=10223.999999999998, independent_yield_percent=1.73, cumulative_yield_percent=3.55), FPY(name='Rb-93', element_name='Rubidium', Z=37, A=93, half_life=5.84, independent_yield_percent=3.07, cumulative_yield_percent=3.55), FPY(name='Y-91m', element_name='Yttrium', Z=39, A=91, half_life=2982.6, independent_yield_percent=0.000165, cumulative_yield_percent=3.38), FPY(name='Kr-91', element_name='Krypton', Z=36, A=91, half_life=8.57, independent_yield_percent=3.16, cumulative_yield_percent=3.35), FPY(name='Te-135', element_name='Tellurium', Z=52, A=135, half_life=19.0, independent_yield_percent=3.22, cumulative_yield_percent=3.34), FPY(name='Nb-100', element_name='Niobium', Z=41, A=100, half_life=1.5, independent_yield_percent=0.319, cumulative_yield_percent=3.11), FPY(name='Nb-100m', element_name='Niobium', Z=41, A=100, half_life=2.99, independent_yield_percent=0.319, cumulative_yield_percent=3.11), FPY(name='Zr-101', element_name='Zirconium', Z=40, A=101, half_life=2.3, independent_yield_percent=2.79, cumulative_yield_percent=3.07), FPY(name='I-137', element_name='Iodine', Z=53, A=137, half_life=24.5, independent_yield_percent=2.62, cumulative_yield_percent=3.07), FPY(name='Te-133', element_name='Tellurium', Z=52, A=133, half_life=750.0, independent_yield_percent=1.15, cumulative_yield_percent=3.06), FPY(name='Ru-103', element_name='Ruthenium', Z=44, A=103, half_life=3390940.8000000003, independent_yield_percent=2.36e-05, cumulative_yield_percent=3.03), FPY(name='Tc-103', element_name='Technetium', Z=43, A=103, half_life=54.2, independent_yield_percent=0.0822, cumulative_yield_percent=3.03), FPY(name='Rh-103m', element_name='Rhodium', Z=45, A=103, half_life=3366.8399999999997, independent_yield_percent=4.27e-10, cumulative_yield_percent=3.0), FPY(name='Pr-146', element_name='Praseodymium', Z=59, A=146, half_life=1449.0, independent_yield_percent=0.00362, cumulative_yield_percent=3.0), FPY(name='Ce-146', element_name='Cerium', Z=58, A=146, half_life=811.1999999999999, independent_yield_percent=0.583, cumulative_yield_percent=2.99), FPY(name='Mo-103', element_name='Molybdenum', Z=42, A=103, half_life=67.5, independent_yield_percent=1.04, cumulative_yield_percent=2.95), FPY(name='I-131', element_name='Iodine', Z=53, A=131, half_life=693377.28, independent_yield_percent=0.00392, cumulative_yield_percent=2.89), FPY(name='Nb-102', element_name='Niobium', Z=41, A=102, half_life=4.3, independent_yield_percent=0.789, cumulative_yield_percent=2.84), FPY(name='Cs-142', element_name='Cesium', Z=55, A=142, half_life=1.684, independent_yield_percent=2.28, cumulative_yield_percent=2.72), FPY(name='I-136', element_name='Iodine', Z=53, A=136, half_life=83.39999999999999, independent_yield_percent=1.32, cumulative_yield_percent=2.64), FPY(name='Rb-87', element_name='Rubidium', Z=37, A=87, half_life=1.5168816e+18, independent_yield_percent=0.0025, cumulative_yield_percent=2.56), FPY(name='Kr-87', element_name='Krypton', Z=36, A=87, half_life=4578.0, independent_yield_percent=0.463, cumulative_yield_percent=2.56), FPY(name='Sb-131', element_name='Antimony', Z=51, A=131, half_life=1381.8000000000002, independent_yield_percent=1.65, cumulative_yield_percent=2.56), FPY(name='Te-131', element_name='Tellurium', Z=52, A=131, half_life=1500.0, independent_yield_percent=0.097, cumulative_yield_percent=2.55), FPY(name='Sb-133', element_name='Antimony', Z=51, A=133, half_life=150.0, independent_yield_percent=2.26, cumulative_yield_percent=2.4), FPY(name='Nd-147', element_name='Neodymium', Z=60, A=147, half_life=948672.0000000002, independent_yield_percent=6.72e-05, cumulative_yield_percent=2.25), FPY(name='Pm-147', element_name='Promethium', Z=61, A=147, half_life=82731542.4, independent_yield_percent=2.49e-09, cumulative_yield_percent=2.25), FPY(name='Sm-147', element_name='Samarium', Z=62, A=147, half_life=3.342816e+18, independent_yield_percent=0.0, cumulative_yield_percent=2.25), FPY(name='Pr-147', element_name='Praseodymium', Z=59, A=147, half_life=804.0, independent_yield_percent=0.36, cumulative_yield_percent=2.25), FPY(name='Y-93m', element_name='Yttrium', Z=39, A=93, half_life=0.8200000000000001, independent_yield_percent=0.0543, cumulative_yield_percent=2.21), FPY(name='Nb-99m', element_name='Niobium', Z=41, A=99, half_life=150.0, independent_yield_percent=0.407, cumulative_yield_percent=2.1), FPY(name='Y-99', element_name='Yttrium', Z=39, A=99, half_life=1.47, independent_yield_percent=1.95, cumulative_yield_percent=2.08), FPY(name='Zr-102', element_name='Zirconium', Z=40, A=102, half_life=2.9, independent_yield_percent=1.78, cumulative_yield_percent=2.05), FPY(name='Br-87', element_name='Bromine', Z=35, A=87, half_life=55.65, independent_yield_percent=1.27, cumulative_yield_percent=2.03), FPY(name='Y-96m', element_name='Yttrium', Z=39, A=96, half_life=9.6, independent_yield_percent=2.02, cumulative_yield_percent=2.02), FPY(name='Ba-145', element_name='Barium', Z=56, A=145, half_life=4.31, independent_yield_percent=1.87, cumulative_yield_percent=1.93), FPY(name='Y-98', element_name='Yttrium', Z=39, A=98, half_life=0.548, independent_yield_percent=1.11, cumulative_yield_percent=1.92), FPY(name='Nb-103', element_name='Niobium', Z=41, A=103, half_life=1.5, independent_yield_percent=1.41, cumulative_yield_percent=1.91), FPY(name='Ce-147', element_name='Cerium', Z=58, A=147, half_life=56.4, independent_yield_percent=0.998, cumulative_yield_percent=1.89), FPY(name='Tc-104', element_name='Technetium', Z=43, A=104, half_life=1098.0, independent_yield_percent=0.0926, cumulative_yield_percent=1.88), FPY(name='Te-130', element_name='Tellurium', Z=52, A=130, half_life=0.0, independent_yield_percent=0.0579, cumulative_yield_percent=1.81), FPY(name='Mo-104', element_name='Molybdenum', Z=42, A=104, half_life=60.0, independent_yield_percent=1.13, cumulative_yield_percent=1.79), FPY(name='Br-88', element_name='Bromine', Z=35, A=88, half_life=16.29, independent_yield_percent=1.39, cumulative_yield_percent=1.78), FPY(name='Sr-97', element_name='Strontium', Z=38, A=97, half_life=0.429, independent_yield_percent=1.72, cumulative_yield_percent=1.75), FPY(name='Kr-92', element_name='Krypton', Z=36, A=92, half_life=1.84, independent_yield_percent=1.66, cumulative_yield_percent=1.67), FPY(name='La-146', element_name='Lanthanum', Z=57, A=146, half_life=6.27, independent_yield_percent=0.745, cumulative_yield_percent=1.67), FPY(name='Rb-94', element_name='Rubidium', Z=37, A=94, half_life=2.702, independent_yield_percent=1.57, cumulative_yield_percent=1.65), FPY(name='Pr-148', element_name='Praseodymium', Z=59, A=148, half_life=137.4, independent_yield_percent=0.0389, cumulative_yield_percent=1.63), FPY(name='Sb-132', element_name='Antimony', Z=51, A=132, half_life=167.4, independent_yield_percent=1.3, cumulative_yield_percent=1.6), FPY(name='Br-86', element_name='Bromine', Z=35, A=86, half_life=55.0, independent_yield_percent=0.23, cumulative_yield_percent=1.59), FPY(name='Ce-148', element_name='Cerium', Z=58, A=148, half_life=56.0, independent_yield_percent=1.24, cumulative_yield_percent=1.59), FPY(name='I-138', element_name='Iodine', Z=53, A=138, half_life=6.23, independent_yield_percent=1.42, cumulative_yield_percent=1.49), FPY(name='Cs-143', element_name='Cesium', Z=55, A=143, half_life=1.791, independent_yield_percent=1.4, cumulative_yield_percent=1.45), FPY(name='Se-86', element_name='Selenium', Z=34, A=86, half_life=14.3, independent_yield_percent=0.836, cumulative_yield_percent=1.37), FPY(name='Te-136', element_name='Tellurium', Z=52, A=136, half_life=17.5, independent_yield_percent=1.32, cumulative_yield_percent=1.34), FPY(name='Kr-85m', element_name='Krypton', Z=36, A=85, half_life=16128.0, independent_yield_percent=0.00589, cumulative_yield_percent=1.29), FPY(name='Br-85', element_name='Bromine', Z=35, A=85, half_life=174.0, independent_yield_percent=0.235, cumulative_yield_percent=1.28), FPY(name='I-136m', element_name='Iodine', Z=53, A=136, half_life=46.9, independent_yield_percent=1.25, cumulative_yield_percent=1.26), FPY(name='Xe-141', element_name='Xenon', Z=54, A=141, half_life=1.73, independent_yield_percent=1.22, cumulative_yield_percent=1.25), FPY(name='Rb-90m', element_name='Rubidium', Z=37, A=90, half_life=258.0, independent_yield_percent=0.707, cumulative_yield_percent=1.24), FPY(name='Sb-132m', element_name='Antimony', Z=51, A=132, half_life=246.0, independent_yield_percent=0.863, cumulative_yield_percent=1.16), FPY(name='Y-98m', element_name='Yttrium', Z=39, A=98, half_life=2.0, independent_yield_percent=1.11, cumulative_yield_percent=1.11), FPY(name='Xe-135m', element_name='Xenon', Z=54, A=135, half_life=917.4, independent_yield_percent=0.178, cumulative_yield_percent=1.1), FPY(name='Br-89', element_name='Bromine', Z=35, A=89, half_life=4.4, independent_yield_percent=1.04, cumulative_yield_percent=1.09), FPY(name='Pm-149', element_name='Promethium', Z=61, A=149, half_life=191087.99999999997, independent_yield_percent=3.87e-06, cumulative_yield_percent=1.08), FPY(name='Nd-149', element_name='Neodymium', Z=60, A=149, half_life=6220.799999999999, independent_yield_percent=0.00681, cumulative_yield_percent=1.08), FPY(name='Pr-149', element_name='Praseodymium', Z=59, A=149, half_life=135.6, independent_yield_percent=0.297, cumulative_yield_percent=1.07), FPY(name='Br-84', element_name='Bromine', Z=35, A=84, half_life=1905.6000000000001, independent_yield_percent=0.0186, cumulative_yield_percent=0.985), FPY(name='Sb-130m', element_name='Antimony', Z=51, A=130, half_life=378.0, independent_yield_percent=0.357, cumulative_yield_percent=0.967), FPY(name='Se-84', element_name='Selenium', Z=34, A=84, half_life=195.6, independent_yield_percent=0.631, cumulative_yield_percent=0.966), FPY(name='Tc-105', element_name='Technetium', Z=43, A=105, half_life=456.0, independent_yield_percent=0.0485, cumulative_yield_percent=0.964), FPY(name='Ru-105', element_name='Ruthenium', Z=44, A=105, half_life=15984.000000000002, independent_yield_percent=1.11e-07, cumulative_yield_percent=0.964), FPY(name='Rh-105', element_name='Rhodium', Z=45, A=105, half_life=127296.0, independent_yield_percent=0.0, cumulative_yield_percent=0.964), FPY(name='Ba-146', element_name='Barium', Z=56, A=146, half_life=2.22, independent_yield_percent=0.914, cumulative_yield_percent=0.92), FPY(name='Mo-105', element_name='Molybdenum', Z=42, A=105, half_life=35.6, independent_yield_percent=0.668, cumulative_yield_percent=0.916), FPY(name='La-147', element_name='Lanthanum', Z=57, A=147, half_life=4.06, independent_yield_percent=0.643, cumulative_yield_percent=0.889), FPY(name='Sr-98', element_name='Strontium', Z=38, A=98, half_life=0.653, independent_yield_percent=0.808, cumulative_yield_percent=0.812), FPY(name='Nb-102m', element_name='Niobium', Z=41, A=102, half_life=1.3, independent_yield_percent=0.789, cumulative_yield_percent=0.789), FPY(name='Sb-130', element_name='Antimony', Z=51, A=130, half_life=2370.0, independent_yield_percent=0.215, cumulative_yield_percent=0.785), FPY(name='Ce-149', element_name='Cerium', Z=58, A=149, half_life=5.3, independent_yield_percent=0.698, cumulative_yield_percent=0.778), FPY(name='I-139', element_name='Iodine', Z=53, A=139, half_life=2.28, independent_yield_percent=0.771, cumulative_yield_percent=0.778), FPY(name='Rb-95', element_name='Rubidium', Z=37, A=95, half_life=0.3777, independent_yield_percent=0.764, cumulative_yield_percent=0.77), FPY(name='Se-87', element_name='Selenium', Z=34, A=87, half_life=5.5, independent_yield_percent=0.731, cumulative_yield_percent=0.76), FPY(name='La-146m', element_name='Lanthanum', Z=57, A=146, half_life=10.0, independent_yield_percent=0.745, cumulative_yield_percent=0.745), FPY(name='Nd-150', element_name='Neodymium', Z=60, A=150, half_life=2.491344e+26, independent_yield_percent=0.0327, cumulative_yield_percent=0.653), FPY(name='Ge-86', element_name='Germanium', Z=32, A=86, half_life=0.095, independent_yield_percent=0.629, cumulative_yield_percent=0.629), FPY(name='Pr-150', element_name='Praseodymium', Z=59, A=150, half_life=6.19, independent_yield_percent=0.218, cumulative_yield_percent=0.621), FPY(name='Sn-130', element_name='Tin', Z=50, A=130, half_life=223.20000000000002, independent_yield_percent=0.542, cumulative_yield_percent=0.611), FPY(name='Y-100', element_name='Yttrium', Z=39, A=100, half_life=0.735, independent_yield_percent=0.567, cumulative_yield_percent=0.61), FPY(name='Sn-132', element_name='Tin', Z=50, A=132, half_life=39.7, independent_yield_percent=0.592, cumulative_yield_percent=0.598), FPY(name='Sn-130m', element_name='Tin', Z=50, A=130, half_life=102.0, independent_yield_percent=0.542, cumulative_yield_percent=0.57), FPY(name='Br-90', element_name='Bromine', Z=35, A=90, half_life=1.92, independent_yield_percent=0.553, cumulative_yield_percent=0.564), FPY(name='Se-85', element_name='Selenium', Z=34, A=85, half_life=31.7, independent_yield_percent=0.447, cumulative_yield_percent=0.556), FPY(name='As-86', element_name='Arsenic', Z=33, A=86, half_life=0.9450000000000001, independent_yield_percent=0.0199, cumulative_yield_percent=0.553), FPY(name='I-129', element_name='Iodine', Z=53, A=129, half_life=495115200000000.0, independent_yield_percent=0.0, cumulative_yield_percent=0.543), FPY(name='Sb-129', element_name='Antimony', Z=51, A=129, half_life=15840.0, independent_yield_percent=0.0641, cumulative_yield_percent=0.543), FPY(name='Kr-83m', element_name='Krypton', Z=36, A=83, half_life=6588.000000000001, independent_yield_percent=1.55e-06, cumulative_yield_percent=0.536), FPY(name='Br-83', element_name='Bromine', Z=35, A=83, half_life=8640.0, independent_yield_percent=0.0195, cumulative_yield_percent=0.536), FPY(name='Te-129', element_name='Tellurium', Z=52, A=129, half_life=4176.0, independent_yield_percent=5.73e-06, cumulative_yield_percent=0.511), FPY(name='Zr-103', element_name='Zirconium', Z=40, A=103, half_life=1.3, independent_yield_percent=0.499, cumulative_yield_percent=0.501), FPY(name='Se-85m', element_name='Selenium', Z=34, A=85, half_life=0.0, independent_yield_percent=0.447, cumulative_yield_percent=0.494), FPY(name='Kr-93', element_name='Krypton', Z=36, A=93, half_life=1.286, independent_yield_percent=0.486, cumulative_yield_percent=0.489), FPY(name='Sn-131', element_name='Tin', Z=50, A=131, half_life=56.0, independent_yield_percent=0.441, cumulative_yield_percent=0.464), FPY(name='Te-137', element_name='Tellurium', Z=52, A=137, half_life=2.49, independent_yield_percent=0.392, cumulative_yield_percent=0.453), FPY(name='Sn-131m', element_name='Tin', Z=50, A=131, half_life=58.4, independent_yield_percent=0.441, cumulative_yield_percent=0.442), FPY(name='Xe-142', element_name='Xenon', Z=54, A=142, half_life=1.23, independent_yield_percent=0.434, cumulative_yield_percent=0.439), FPY(name='Cs-144', element_name='Cesium', Z=55, A=144, half_life=0.994, independent_yield_percent=0.418, cumulative_yield_percent=0.423), FPY(name='Pm-151', element_name='Promethium', Z=61, A=151, half_life=102240.0, independent_yield_percent=0.000642, cumulative_yield_percent=0.419), FPY(name='Sm-151', element_name='Samarium', Z=62, A=151, half_life=2838240000.0, independent_yield_percent=4.75e-07, cumulative_yield_percent=0.419), FPY(name='Eu-151', element_name='Europium', Z=63, A=151, half_life=0.0, independent_yield_percent=2.49e-10, cumulative_yield_percent=0.419), FPY(name='Nd-151', element_name='Neodymium', Z=60, A=151, half_life=746.4, independent_yield_percent=0.0795, cumulative_yield_percent=0.418), FPY(name='Te-131m', element_name='Tellurium', Z=52, A=131, half_life=119664.0, independent_yield_percent=0.233, cumulative_yield_percent=0.412), FPY(name='Ce-150', element_name='Cerium', Z=58, A=150, half_life=4.0, independent_yield_percent=0.392, cumulative_yield_percent=0.402), FPY(name='Ru-106', element_name='Ruthenium', Z=44, A=106, half_life=32123520.0, independent_yield_percent=9.07e-07, cumulative_yield_percent=0.402), FPY(name='Rh-106', element_name='Rhodium', Z=45, A=106, half_life=30.07, independent_yield_percent=0.0, cumulative_yield_percent=0.402), FPY(name='Tc-106', element_name='Technetium', Z=43, A=106, half_life=35.6, independent_yield_percent=0.0268, cumulative_yield_percent=0.402), FPY(name='Se-88', element_name='Selenium', Z=34, A=88, half_life=1.53, independent_yield_percent=0.268, cumulative_yield_percent=0.392), FPY(name='Mo-106', element_name='Molybdenum', Z=42, A=106, half_life=8.73, independent_yield_percent=0.359, cumulative_yield_percent=0.375), FPY(name='Sb-134', element_name='Antimony', Z=51, A=134, half_life=0.78, independent_yield_percent=0.358, cumulative_yield_percent=0.373), FPY(name='Nb-104', element_name='Niobium', Z=41, A=104, half_life=4.9, independent_yield_percent=0.285, cumulative_yield_percent=0.37), FPY(name='I-134m', element_name='Iodine', Z=53, A=134, half_life=211.2, independent_yield_percent=0.364, cumulative_yield_percent=0.364), FPY(name='La-148', element_name='Lanthanum', Z=57, A=148, half_life=1.26, independent_yield_percent=0.336, cumulative_yield_percent=0.358), FPY(name='Sb-134m', element_name='Antimony', Z=51, A=134, half_life=10.07, independent_yield_percent=0.358, cumulative_yield_percent=0.358), FPY(name='Te-128', element_name='Tellurium', Z=52, A=128, half_life=2.775168e+26, independent_yield_percent=0.000172, cumulative_yield_percent=0.349), FPY(name='As-83', element_name='Arsenic', Z=33, A=83, half_life=13.4, independent_yield_percent=0.291, cumulative_yield_percent=0.34), FPY(name='Pr-151', element_name='Praseodymium', Z=59, A=151, half_life=18.9, independent_yield_percent=0.239, cumulative_yield_percent=0.339), FPY(name='Sb-128m', element_name='Antimony', Z=51, A=128, half_life=624.0, independent_yield_percent=0.00637, cumulative_yield_percent=0.338), FPY(name='Sn-128', element_name='Tin', Z=50, A=128, half_life=3544.2, independent_yield_percent=0.15, cumulative_yield_percent=0.332), FPY(name='Nb-104m', element_name='Niobium', Z=41, A=104, half_life=0.9400000000000001, independent_yield_percent=0.285, cumulative_yield_percent=0.285), FPY(name='Kr-85', element_name='Krypton', Z=36, A=85, half_life=339201215.99999994, independent_yield_percent=0.0255, cumulative_yield_percent=0.283), FPY(name='Y-101', element_name='Yttrium', Z=39, A=101, half_life=0.45, independent_yield_percent=0.278, cumulative_yield_percent=0.282), FPY(name='Sn-129', element_name='Tin', Z=50, A=129, half_life=133.8, independent_yield_percent=0.23, cumulative_yield_percent=0.282), FPY(name='Y-102', element_name='Yttrium', Z=39, A=102, half_life=0.36, independent_yield_percent=0.268, cumulative_yield_percent=0.268), FPY(name='Se-83', element_name='Selenium', Z=34, A=83, half_life=1338.0, independent_yield_percent=0.143, cumulative_yield_percent=0.265), FPY(name='Pm-152', element_name='Promethium', Z=61, A=152, half_life=247.20000000000002, independent_yield_percent=0.000928, cumulative_yield_percent=0.265), FPY(name='Nd-152', element_name='Neodymium', Z=60, A=152, half_life=684.0, independent_yield_percent=0.141, cumulative_yield_percent=0.264), FPY(name='Rh-105m', element_name='Rhodium', Z=45, A=105, half_life=40.0, independent_yield_percent=0.0, cumulative_yield_percent=0.26), FPY(name='As-82', element_name='Arsenic', Z=33, A=82, half_life=19.1, independent_yield_percent=0.129, cumulative_yield_percent=0.26), FPY(name='Nb-105', element_name='Niobium', Z=41, A=105, half_life=2.95, independent_yield_percent=0.139, cumulative_yield_percent=0.253), FPY(name='Se-83m', element_name='Selenium', Z=34, A=83, half_life=70.1, independent_yield_percent=0.0335, cumulative_yield_percent=0.251), FPY(name='Ba-147', element_name='Barium', Z=56, A=147, half_life=0.894, independent_yield_percent=0.244, cumulative_yield_percent=0.246), FPY(name='Br-86m', element_name='Bromine', Z=35, A=86, half_life=0.0, independent_yield_percent=0.23, cumulative_yield_percent=0.231), FPY(name='Br-91', element_name='Bromine', Z=35, A=91, half_life=0.541, independent_yield_percent=0.224, cumulative_yield_percent=0.224), FPY(name='Tc-102', element_name='Technetium', Z=43, A=102, half_life=5.28, independent_yield_percent=0.00955, cumulative_yield_percent=0.224), FPY(name='Cs-138m', element_name='Cesium', Z=55, A=138, half_life=174.60000000000002, independent_yield_percent=0.223, cumulative_yield_percent=0.223), FPY(name='As-85', element_name='Arsenic', Z=33, A=85, half_life=2.021, independent_yield_percent=0.121, cumulative_yield_percent=0.219), FPY(name='Rb-96', element_name='Rubidium', Z=37, A=96, half_life=0.203, independent_yield_percent=0.168, cumulative_yield_percent=0.206), FPY(name='Se-81', element_name='Selenium', Z=34, A=81, half_life=1107.0, independent_yield_percent=0.00104, cumulative_yield_percent=0.204), FPY(name='Sn-129m', element_name='Tin', Z=50, A=129, half_life=414.0, independent_yield_percent=0.196, cumulative_yield_percent=0.197), FPY(name='As-81', element_name='Arsenic', Z=33, A=81, half_life=33.3, independent_yield_percent=0.0609, cumulative_yield_percent=0.196), FPY(name='Xe-133m', element_name='Xenon', Z=54, A=133, half_life=189216.0, independent_yield_percent=0.00189, cumulative_yield_percent=0.195), FPY(name='Sm-153', element_name='Samarium', Z=62, A=153, half_life=167400.0, independent_yield_percent=8.01e-05, cumulative_yield_percent=0.158), FPY(name='Pm-153', element_name='Promethium', Z=61, A=153, half_life=315.0, independent_yield_percent=0.0088, cumulative_yield_percent=0.158), FPY(name='Sb-127', element_name='Antimony', Z=51, A=127, half_life=332640.0, independent_yield_percent=0.00709, cumulative_yield_percent=0.157), FPY(name='Te-127', element_name='Tellurium', Z=52, A=127, half_life=33660.0, independent_yield_percent=9.92e-09, cumulative_yield_percent=0.156), FPY(name='I-140', element_name='Iodine', Z=53, A=140, half_life=0.86, independent_yield_percent=0.137, cumulative_yield_percent=0.154), FPY(name='Sn-128m', element_name='Tin', Z=50, A=128, half_life=6.5, independent_yield_percent=0.15, cumulative_yield_percent=0.15), FPY(name='Nd-153', element_name='Neodymium', Z=60, A=153, half_life=31.6, independent_yield_percent=0.111, cumulative_yield_percent=0.149), FPY(name='Ru-107', element_name='Ruthenium', Z=44, A=107, half_life=225.0, independent_yield_percent=4.94e-06, cumulative_yield_percent=0.146), FPY(name='Rh-107', element_name='Rhodium', Z=45, A=107, half_life=1302.0, independent_yield_percent=0.0, cumulative_yield_percent=0.146), FPY(name='Pd-107', element_name='Palladium', Z=46, A=107, half_life=204984000000000.0, independent_yield_percent=0.0, cumulative_yield_percent=0.146), FPY(name='Tc-107', element_name='Technetium', Z=43, A=107, half_life=21.2, independent_yield_percent=0.0224, cumulative_yield_percent=0.146), FPY(name='Sb-135', element_name='Antimony', Z=51, A=135, half_life=1.679, independent_yield_percent=0.145, cumulative_yield_percent=0.146), FPY(name='Sn-133', element_name='Tin', Z=50, A=133, half_life=1.46, independent_yield_percent=0.138, cumulative_yield_percent=0.138), FPY(name='Ge-81', element_name='Germanium', Z=32, A=81, half_life=7.6, independent_yield_percent=0.126, cumulative_yield_percent=0.135), FPY(name='Sr-99', element_name='Strontium', Z=38, A=99, half_life=0.27, independent_yield_percent=0.133, cumulative_yield_percent=0.133), FPY(name='Ge-82', element_name='Germanium', Z=32, A=82, half_life=4.55, independent_yield_percent=0.126, cumulative_yield_percent=0.132), FPY(name='Se-80', element_name='Selenium', Z=34, A=80, half_life=0.0, independent_yield_percent=0.000489, cumulative_yield_percent=0.129), FPY(name='As-80', element_name='Arsenic', Z=33, A=80, half_life=15.2, independent_yield_percent=0.0137, cumulative_yield_percent=0.128), FPY(name='As-84', element_name='Arsenic', Z=33, A=84, half_life=4.2, independent_yield_percent=0.0987, cumulative_yield_percent=0.128), FPY(name='As-88', element_name='Arsenic', Z=33, A=88, half_life=0.112, independent_yield_percent=0.124, cumulative_yield_percent=0.124), FPY(name='Mo-107', element_name='Molybdenum', Z=42, A=107, half_life=3.5, independent_yield_percent=0.121, cumulative_yield_percent=0.124), FPY(name='Pr-152', element_name='Praseodymium', Z=59, A=152, half_life=3.63, independent_yield_percent=0.103, cumulative_yield_percent=0.123), FPY(name='Sn-127', element_name='Tin', Z=50, A=127, half_life=7560.0, independent_yield_percent=0.0867, cumulative_yield_percent=0.119), FPY(name='Zr-105', element_name='Zirconium', Z=40, A=105, half_life=0.6, independent_yield_percent=0.116, cumulative_yield_percent=0.116), FPY(name='Ge-80', element_name='Germanium', Z=32, A=80, half_life=29.5, independent_yield_percent=0.102, cumulative_yield_percent=0.115), FPY(name='Ce-151', element_name='Cerium', Z=58, A=151, half_life=1.76, independent_yield_percent=0.099, cumulative_yield_percent=0.1), FPY(name='As-84m', element_name='Arsenic', Z=33, A=84, half_life=0.0, independent_yield_percent=0.0987, cumulative_yield_percent=0.0987), FPY(name='In-130', element_name='Indium', Z=49, A=130, half_life=0.29, independent_yield_percent=0.00314, cumulative_yield_percent=0.0972), FPY(name='Te-129m', element_name='Tellurium', Z=52, A=129, half_life=2903040.0, independent_yield_percent=1.4e-05, cumulative_yield_percent=0.0902), FPY(name='Cd-130', element_name='Cadmium', Z=48, A=130, half_life=0.162, independent_yield_percent=0.0878, cumulative_yield_percent=0.0878), FPY(name='Kr-94', element_name='Krypton', Z=36, A=94, half_life=0.212, independent_yield_percent=0.0868, cumulative_yield_percent=0.087), FPY(name='Zr-104', element_name='Zirconium', Z=40, A=104, half_life=1.2, independent_yield_percent=0.0828, cumulative_yield_percent=0.0834), FPY(name='I-133m', element_name='Iodine', Z=53, A=133, half_life=9.0, independent_yield_percent=0.0825, cumulative_yield_percent=0.0825), FPY(name='La-149', element_name='Lanthanum', Z=57, A=149, half_life=1.05, independent_yield_percent=0.0799, cumulative_yield_percent=0.0809), FPY(name='Cs-145', element_name='Cesium', Z=55, A=145, half_life=0.587, independent_yield_percent=0.0756, cumulative_yield_percent=0.0757), FPY(name='Sb-137', element_name='Antimony', Z=51, A=137, half_life=0.45, independent_yield_percent=0.0743, cumulative_yield_percent=0.0743), FPY(name='Pm-154', element_name='Promethium', Z=61, A=154, half_life=103.8, independent_yield_percent=0.00541, cumulative_yield_percent=0.0685), FPY(name='Te-138', element_name='Tellurium', Z=52, A=138, half_life=1.4, independent_yield_percent=0.0662, cumulative_yield_percent=0.0662), FPY(name='Nb-95m', element_name='Niobium', Z=41, A=95, half_life=311904.0, independent_yield_percent=2.48e-05, cumulative_yield_percent=0.0651), FPY(name='Nd-154', element_name='Neodymium', Z=60, A=154, half_life=25.9, independent_yield_percent=0.058, cumulative_yield_percent=0.0631), FPY(name='Sb-126m', element_name='Antimony', Z=51, A=126, half_life=1149.0, independent_yield_percent=0.000859, cumulative_yield_percent=0.0579), FPY(name='Sn-126', element_name='Tin', Z=50, A=126, half_life=7253280000000.0, independent_yield_percent=0.0445, cumulative_yield_percent=0.0561), FPY(name='Ru-108', element_name='Ruthenium', Z=44, A=108, half_life=273.0, independent_yield_percent=1.67e-05, cumulative_yield_percent=0.0541), FPY(name='Rh-108', element_name='Rhodium', Z=45, A=108, half_life=16.8, independent_yield_percent=0.0, cumulative_yield_percent=0.0541), FPY(name='Tc-108', element_name='Technetium', Z=43, A=108, half_life=5.17, independent_yield_percent=0.0238, cumulative_yield_percent=0.0541), FPY(name='As-87', element_name='Arsenic', Z=33, A=87, half_life=0.56, independent_yield_percent=0.0505, cumulative_yield_percent=0.0527), FPY(name='Se-89', element_name='Selenium', Z=34, A=89, half_life=0.41000000000000003, independent_yield_percent=0.0485, cumulative_yield_percent=0.0487), FPY(name='Ge-83', element_name='Germanium', Z=32, A=83, half_life=1.85, independent_yield_percent=0.0479, cumulative_yield_percent=0.048), FPY(name='In-127', element_name='Indium', Z=49, A=127, half_life=1.09, independent_yield_percent=0.0412, cumulative_yield_percent=0.0452), FPY(name='Se-79', element_name='Selenium', Z=34, A=79, half_life=9303120000000.0, independent_yield_percent=1.1e-05, cumulative_yield_percent=0.0447), FPY(name='Se-79m', element_name='Selenium', Z=34, A=79, half_life=235.2, independent_yield_percent=1.65e-06, cumulative_yield_percent=0.0447), FPY(name='As-79', element_name='Arsenic', Z=33, A=79, half_life=540.6, independent_yield_percent=0.00266, cumulative_yield_percent=0.0447), FPY(name='Sr-100', element_name='Strontium', Z=38, A=100, half_life=0.202, independent_yield_percent=0.00815, cumulative_yield_percent=0.0429), FPY(name='I-141', element_name='Iodine', Z=53, A=141, half_life=0.43, independent_yield_percent=0.0407, cumulative_yield_percent=0.0407), FPY(name='Xe-131m', element_name='Xenon', Z=54, A=131, half_life=1022976.0, independent_yield_percent=3.48e-07, cumulative_yield_percent=0.0405), FPY(name='Pr-148m', element_name='Praseodymium', Z=59, A=148, half_life=120.6, independent_yield_percent=0.0389, cumulative_yield_percent=0.0389), FPY(name='Nb-98m', element_name='Niobium', Z=41, A=98, half_life=3078.0, independent_yield_percent=0.0385, cumulative_yield_percent=0.0385), FPY(name='Sb-126n', element_name='Antimony', Z=51, A=126, half_life=11.0, independent_yield_percent=0.000859, cumulative_yield_percent=0.0385), FPY(name='Pr-153', element_name='Praseodymium', Z=59, A=153, half_life=4.28, independent_yield_percent=0.0367, cumulative_yield_percent=0.0385), FPY(name='Rb-97', element_name='Rubidium', Z=37, A=97, half_life=0.1691, independent_yield_percent=0.0379, cumulative_yield_percent=0.038), FPY(name='Kr-96', element_name='Krypton', Z=36, A=96, half_life=0.08, independent_yield_percent=0.0378, cumulative_yield_percent=0.0378), FPY(name='Rb-100', element_name='Rubidium', Z=37, A=100, half_life=0.051000000000000004, independent_yield_percent=0.0348, cumulative_yield_percent=0.0348), FPY(name='Sb-125', element_name='Antimony', Z=51, A=125, half_life=86993948.16, independent_yield_percent=2.74e-05, cumulative_yield_percent=0.034), FPY(name='Eu-155', element_name='Europium', Z=63, A=155, half_life=149890607.99999997, independent_yield_percent=2.63e-06, cumulative_yield_percent=0.0321), FPY(name='Sm-155', element_name='Samarium', Z=62, A=155, half_life=1338.0, independent_yield_percent=0.00131, cumulative_yield_percent=0.0321), FPY(name='Xe-134m', element_name='Xenon', Z=54, A=134, half_life=0.29, independent_yield_percent=0.0246, cumulative_yield_percent=0.0319), FPY(name='Rh-109', element_name='Rhodium', Z=45, A=109, half_life=80.0, independent_yield_percent=2.06e-06, cumulative_yield_percent=0.0312), FPY(name='Pd-109', element_name='Palladium', Z=46, A=109, half_life=49324.32, independent_yield_percent=2.94e-10, cumulative_yield_percent=0.0312), FPY(name='Ag-109m', element_name='Silver', Z=47, A=109, half_life=39.6, independent_yield_percent=0.0, cumulative_yield_percent=0.0312), FPY(name='Pm-155', element_name='Promethium', Z=61, A=155, half_life=41.5, independent_yield_percent=0.0126, cumulative_yield_percent=0.0308), FPY(name='Sn-127m', element_name='Tin', Z=50, A=127, half_life=247.79999999999998, independent_yield_percent=0.00792, cumulative_yield_percent=0.0304), FPY(name='Ru-109', element_name='Ruthenium', Z=44, A=109, half_life=34.5, independent_yield_percent=0.000856, cumulative_yield_percent=0.0304), FPY(name='Mo-108', element_name='Molybdenum', Z=42, A=108, half_life=1.09, independent_yield_percent=0.0302, cumulative_yield_percent=0.0303), FPY(name='Ge-84', element_name='Germanium', Z=32, A=84, half_life=0.9540000000000001, independent_yield_percent=0.019, cumulative_yield_percent=0.0301), FPY(name='Ge-79', element_name='Germanium', Z=32, A=79, half_life=18.98, independent_yield_percent=0.0116, cumulative_yield_percent=0.03), FPY(name='Tc-109', element_name='Technetium', Z=43, A=109, half_life=0.86, independent_yield_percent=0.0134, cumulative_yield_percent=0.0294), FPY(name='In-129', element_name='Indium', Z=49, A=129, half_life=0.61, independent_yield_percent=0.0275, cumulative_yield_percent=0.0275), FPY(name='Pr-144m', element_name='Praseodymium', Z=59, A=144, half_life=432.0, independent_yield_percent=1.28e-05, cumulative_yield_percent=0.0275), FPY(name='As-82m', element_name='Arsenic', Z=33, A=82, half_life=13.6, independent_yield_percent=0.0271, cumulative_yield_percent=0.0271), FPY(name='Br-92', element_name='Bromine', Z=35, A=92, half_life=0.343, independent_yield_percent=0.0268, cumulative_yield_percent=0.0268), FPY(name='Xe-143', element_name='Xenon', Z=54, A=143, half_life=0.3, independent_yield_percent=0.0265, cumulative_yield_percent=0.0265), FPY(name='Xe-143m', element_name='Xenon', Z=54, A=143, half_life=0.0, independent_yield_percent=0.0265, cumulative_yield_percent=0.0265), FPY(name='Rh-110', element_name='Rhodium', Z=45, A=110, half_life=3.2, independent_yield_percent=5.65e-05, cumulative_yield_percent=0.0254), FPY(name='In-129m', element_name='Indium', Z=49, A=129, half_life=1.23, independent_yield_percent=0.0253, cumulative_yield_percent=0.0253), FPY(name='Ru-110', element_name='Ruthenium', Z=44, A=110, half_life=11.6, independent_yield_percent=0.00989, cumulative_yield_percent=0.0253), FPY(name='Te-127m', element_name='Tellurium', Z=52, A=127, half_life=9417600.0, independent_yield_percent=2.43e-08, cumulative_yield_percent=0.0251), FPY(name='In-131', element_name='Indium', Z=49, A=131, half_life=0.28, independent_yield_percent=0.00556, cumulative_yield_percent=0.0249), FPY(name='Sb-128', element_name='Antimony', Z=51, A=128, half_life=32436.0, independent_yield_percent=0.0107, cumulative_yield_percent=0.0228), FPY(name='Ba-148', element_name='Barium', Z=56, A=148, half_life=0.612, independent_yield_percent=0.0222, cumulative_yield_percent=0.0222), FPY(name='As-78', element_name='Arsenic', Z=33, A=78, half_life=5442.0, independent_yield_percent=0.00013, cumulative_yield_percent=0.021), FPY(name='Ge-78', element_name='Germanium', Z=32, A=78, half_life=5280.0, independent_yield_percent=0.00694, cumulative_yield_percent=0.0208), FPY(name='Ce-152', element_name='Cerium', Z=58, A=152, half_life=1.4, independent_yield_percent=0.0205, cumulative_yield_percent=0.0206), FPY(name='Ga-79', element_name='Gallium', Z=31, A=79, half_life=2.847, independent_yield_percent=0.0171, cumulative_yield_percent=0.0187), FPY(name='Nd-155', element_name='Neodymium', Z=60, A=155, half_life=8.9, independent_yield_percent=0.0175, cumulative_yield_percent=0.0182), FPY(name='Sn-125m', element_name='Tin', Z=50, A=125, half_life=571.1999999999999, independent_yield_percent=0.0105, cumulative_yield_percent=0.018), FPY(name='Sn-134', element_name='Tin', Z=50, A=134, half_life=1.05, independent_yield_percent=0.0177, cumulative_yield_percent=0.0177), FPY(name='Rh-111', element_name='Rhodium', Z=45, A=111, half_life=11.0, independent_yield_percent=0.00088, cumulative_yield_percent=0.0174), FPY(name='Pd-111', element_name='Palladium', Z=46, A=111, half_life=1404.0, independent_yield_percent=2.54e-06, cumulative_yield_percent=0.0174), FPY(name='Ag-111', element_name='Silver', Z=47, A=111, half_life=643680.0, independent_yield_percent=1.24e-10, cumulative_yield_percent=0.0174), FPY(name='Ag-111m', element_name='Silver', Z=47, A=111, half_life=64.80000000000001, independent_yield_percent=8.28e-10, cumulative_yield_percent=0.0173), FPY(name='Te-140', element_name='Tellurium', Z=52, A=140, half_life=0.304, independent_yield_percent=0.0169, cumulative_yield_percent=0.0169), FPY(name='Br-84m', element_name='Bromine', Z=35, A=84, half_life=360.0, independent_yield_percent=0.0167, cumulative_yield_percent=0.0167), FPY(name='In-128', element_name='Indium', Z=49, A=128, half_life=0.84, independent_yield_percent=0.0131, cumulative_yield_percent=0.0167), FPY(name='Ru-111', element_name='Ruthenium', Z=44, A=111, half_life=2.12, independent_yield_percent=0.0118, cumulative_yield_percent=0.0165), FPY(name='Sn-125', element_name='Tin', Z=50, A=125, half_life=832896.0000000002, independent_yield_percent=0.00854, cumulative_yield_percent=0.016), FPY(name='Mo-109', element_name='Molybdenum', Z=42, A=109, half_life=0.53, independent_yield_percent=0.0155, cumulative_yield_percent=0.016), FPY(name='Nb-106', element_name='Niobium', Z=41, A=106, half_life=0.93, independent_yield_percent=0.0157, cumulative_yield_percent=0.0157), FPY(name='Tc-110', element_name='Technetium', Z=43, A=110, half_life=0.92, independent_yield_percent=0.0116, cumulative_yield_percent=0.0155), FPY(name='Rh-109m', element_name='Rhodium', Z=45, A=109, half_life=0.0, independent_yield_percent=2.06e-06, cumulative_yield_percent=0.0152), FPY(name='Eu-156', element_name='Europium', Z=63, A=156, half_life=1312416.0, independent_yield_percent=1.62e-05, cumulative_yield_percent=0.0149), FPY(name='Sn-123m', element_name='Tin', Z=50, A=123, half_life=2403.6000000000004, independent_yield_percent=0.00031, cumulative_yield_percent=0.0148), FPY(name='Sm-156', element_name='Samarium', Z=62, A=156, half_life=33840.0, independent_yield_percent=0.00303, cumulative_yield_percent=0.0148), FPY(name='In-124', element_name='Indium', Z=49, A=124, half_life=3.12, independent_yield_percent=0.0017, cumulative_yield_percent=0.0144), FPY(name='Pd-113', element_name='Palladium', Z=46, A=113, half_life=93.0, independent_yield_percent=0.00116, cumulative_yield_percent=0.0142), FPY(name='Cd-113', element_name='Cadmium', Z=48, A=113, half_life=2.5354944e+23, independent_yield_percent=2.59e-10, cumulative_yield_percent=0.014), FPY(name='Ga-78', element_name='Gallium', Z=31, A=78, half_life=5.09, independent_yield_percent=0.0103, cumulative_yield_percent=0.0139), FPY(name='In-122', element_name='Indium', Z=49, A=122, half_life=1.5, independent_yield_percent=0.000838, cumulative_yield_percent=0.0139), FPY(name='Cd-131', element_name='Cadmium', Z=48, A=131, half_life=0.068, independent_yield_percent=0.0138, cumulative_yield_percent=0.0138), FPY(name='Cd-116', element_name='Cadmium', Z=48, A=116, half_life=9.776160000000001e+26, independent_yield_percent=3e-05, cumulative_yield_percent=0.0132), FPY(name='In-128m', element_name='Indium', Z=49, A=128, half_life=0.72, independent_yield_percent=0.0131, cumulative_yield_percent=0.0131), FPY(name='Ag-112', element_name='Silver', Z=47, A=112, half_life=11267.999999999998, independent_yield_percent=8.29e-07, cumulative_yield_percent=0.013), FPY(name='Pd-112', element_name='Palladium', Z=46, A=112, half_life=75708.00000000001, independent_yield_percent=0.000128, cumulative_yield_percent=0.013), FPY(name='Rh-113', element_name='Rhodium', Z=45, A=113, half_life=2.8, independent_yield_percent=0.00684, cumulative_yield_percent=0.013), FPY(name='Rh-112', element_name='Rhodium', Z=45, A=112, half_life=2.1, independent_yield_percent=0.0023, cumulative_yield_percent=0.0129), FPY(name='Sn-121', element_name='Tin', Z=50, A=121, half_life=97308.00000000001, independent_yield_percent=0.000358, cumulative_yield_percent=0.0129), FPY(name='Ag-113', element_name='Silver', Z=47, A=113, half_life=19332.0, independent_yield_percent=5.42e-07, cumulative_yield_percent=0.0128), FPY(name='Se-90', element_name='Selenium', Z=34, A=90, half_life=0.161, independent_yield_percent=0.0127, cumulative_yield_percent=0.0127), FPY(name='Cd-124', element_name='Cadmium', Z=48, A=124, half_life=1.25, independent_yield_percent=0.0121, cumulative_yield_percent=0.0127), FPY(name='Cd-122', element_name='Cadmium', Z=48, A=122, half_life=5.24, independent_yield_percent=0.0119, cumulative_yield_percent=0.0126), FPY(name='Ge-79m', element_name='Germanium', Z=32, A=79, half_life=39.0, independent_yield_percent=0.0116, cumulative_yield_percent=0.0126), FPY(name='In-115', element_name='Indium', Z=49, A=115, half_life=1.3907376e+22, independent_yield_percent=1.63e-10, cumulative_yield_percent=0.0122), FPY(name='Cd-120', element_name='Cadmium', Z=48, A=120, half_life=50.8, independent_yield_percent=0.00839, cumulative_yield_percent=0.012), FPY(name='Ga-80', element_name='Gallium', Z=31, A=80, half_life=1.676, independent_yield_percent=0.0117, cumulative_yield_percent=0.0119), FPY(name='In-123', element_name='Indium', Z=49, A=123, half_life=6.17, independent_yield_percent=0.00391, cumulative_yield_percent=0.0119), FPY(name='Ag-114', element_name='Silver', Z=47, A=114, half_life=4.6, independent_yield_percent=0.000917, cumulative_yield_percent=0.0118), FPY(name='Pm-156', element_name='Promethium', Z=61, A=156, half_life=26.7, independent_yield_percent=0.00706, cumulative_yield_percent=0.0118), FPY(name='Cd-115', element_name='Cadmium', Z=48, A=115, half_life=192456.0, independent_yield_percent=9e-07, cumulative_yield_percent=0.0116), FPY(name='In-115m', element_name='Indium', Z=49, A=115, half_life=16149.599999999999, independent_yield_percent=3.82e-11, cumulative_yield_percent=0.0116), FPY(name='Sb-136', element_name='Antimony', Z=51, A=136, half_life=0.923, independent_yield_percent=0.0115, cumulative_yield_percent=0.0115), FPY(name='In-118', element_name='Indium', Z=49, A=118, half_life=5.0, independent_yield_percent=5.06e-06, cumulative_yield_percent=0.0113), FPY(name='Cd-118', element_name='Cadmium', Z=48, A=118, half_life=3018.0, independent_yield_percent=0.00171, cumulative_yield_percent=0.0113), FPY(name='Ga-84', element_name='Gallium', Z=31, A=84, half_life=0.085, independent_yield_percent=0.0111, cumulative_yield_percent=0.0111), FPY(name='Pd-115', element_name='Palladium', Z=46, A=115, half_life=25.0, independent_yield_percent=0.00713, cumulative_yield_percent=0.011), FPY(name='Pd-114', element_name='Palladium', Z=46, A=114, half_life=145.2, independent_yield_percent=0.00416, cumulative_yield_percent=0.0109), FPY(name='Ru-112', element_name='Ruthenium', Z=44, A=112, half_life=1.75, independent_yield_percent=0.00992, cumulative_yield_percent=0.0106), FPY(name='La-150', element_name='Lanthanum', Z=57, A=150, half_life=0.86, independent_yield_percent=0.0104, cumulative_yield_percent=0.0105), FPY(name='Cd-123', element_name='Cadmium', Z=48, A=123, half_life=2.1, independent_yield_percent=0.0101, cumulative_yield_percent=0.0104), FPY(name='In-127m', element_name='Indium', Z=49, A=127, half_life=3.67, independent_yield_percent=0.00625, cumulative_yield_percent=0.0103), FPY(name='In-126m', element_name='Indium', Z=49, A=126, half_life=1.64, independent_yield_percent=0.00165, cumulative_yield_percent=0.00973), FPY(name='Cd-117', element_name='Cadmium', Z=48, A=117, half_life=8964.0, independent_yield_percent=0.000112, cumulative_yield_percent=0.00932), FPY(name='Pd-117', element_name='Palladium', Z=46, A=117, half_life=4.3, independent_yield_percent=0.00877, cumulative_yield_percent=0.00924), FPY(name='I-132m', element_name='Iodine', Z=53, A=132, half_life=4993.2, independent_yield_percent=0.00913, cumulative_yield_percent=0.00913), FPY(name='Sb-126', element_name='Antimony', Z=51, A=126, half_life=1067040.0, independent_yield_percent=0.000651, cumulative_yield_percent=0.00875), FPY(name='In-117m', element_name='Indium', Z=49, A=117, half_life=6973.2, independent_yield_percent=8.59e-08, cumulative_yield_percent=0.00861), FPY(name='In-125', element_name='Indium', Z=49, A=125, half_life=2.36, independent_yield_percent=0.00472, cumulative_yield_percent=0.00861), FPY(name='Ag-116', element_name='Silver', Z=47, A=116, half_life=237.0, independent_yield_percent=0.00474, cumulative_yield_percent=0.0086), FPY(name='Ag-115', element_name='Silver', Z=47, A=115, half_life=1200.0, independent_yield_percent=0.000193, cumulative_yield_percent=0.00823), FPY(name='In-117', element_name='Indium', Z=49, A=117, half_life=2592.0, independent_yield_percent=3.66e-07, cumulative_yield_percent=0.0082), FPY(name='Ga-81', element_name='Gallium', Z=31, A=81, half_life=1.217, independent_yield_percent=0.00818, cumulative_yield_percent=0.00818), FPY(name='Cd-127', element_name='Cadmium', Z=48, A=127, half_life=0.37, independent_yield_percent=0.00815, cumulative_yield_percent=0.00815), FPY(name='Cd-126', element_name='Cadmium', Z=48, A=126, half_life=0.515, independent_yield_percent=0.00808, cumulative_yield_percent=0.00808), FPY(name='As-77', element_name='Arsenic', Z=33, A=77, half_life=139787.99999999997, independent_yield_percent=4.31e-06, cumulative_yield_percent=0.00796), FPY(name='Pd-116', element_name='Palladium', Z=46, A=116, half_life=11.8, independent_yield_percent=0.00682, cumulative_yield_percent=0.00771), FPY(name='Ag-119', element_name='Silver', Z=47, A=119, half_life=2.1, independent_yield_percent=0.00725, cumulative_yield_percent=0.00769), FPY(name='Te-125m', element_name='Tellurium', Z=52, A=125, half_life=4959360.0, independent_yield_percent=2.3e-11, cumulative_yield_percent=0.00765), FPY(name='Cs-146', element_name='Cesium', Z=55, A=146, half_life=0.321, independent_yield_percent=0.00764, cumulative_yield_percent=0.00765), FPY(name='Ga-77', element_name='Gallium', Z=31, A=77, half_life=13.2, independent_yield_percent=0.00408, cumulative_yield_percent=0.00727), FPY(name='Kr-95', element_name='Krypton', Z=36, A=95, half_life=0.114, independent_yield_percent=0.00719, cumulative_yield_percent=0.00719), FPY(name='Ag-118', element_name='Silver', Z=47, A=118, half_life=3.76, independent_yield_percent=0.00342, cumulative_yield_percent=0.00714), FPY(name='Se-81m', element_name='Selenium', Z=34, A=81, half_life=3436.8, independent_yield_percent=0.00693, cumulative_yield_percent=0.00693), FPY(name='In-119', element_name='Indium', Z=49, A=119, half_life=144.0, independent_yield_percent=0.000472, cumulative_yield_percent=0.00688), FPY(name='Rh-114', element_name='Rhodium', Z=45, A=114, half_life=1.85, independent_yield_percent=0.00503, cumulative_yield_percent=0.00676), FPY(name='Te-139', element_name='Tellurium', Z=52, A=139, half_life=0.34700000000000003, independent_yield_percent=0.00666, cumulative_yield_percent=0.00666), FPY(name='In-121m', element_name='Indium', Z=49, A=121, half_life=232.79999999999998, independent_yield_percent=0.000324, cumulative_yield_percent=0.00657), FPY(name='Ge-77m', element_name='Germanium', Z=32, A=77, half_life=52.9, independent_yield_percent=8.91e-05, cumulative_yield_percent=0.00649), FPY(name='In-125m', element_name='Indium', Z=49, A=125, half_life=12.2, independent_yield_percent=0.00472, cumulative_yield_percent=0.00639), FPY(name='In-119m', element_name='Indium', Z=49, A=119, half_life=1080.0, independent_yield_percent=1.59e-05, cumulative_yield_percent=0.00631), FPY(name='In-120', element_name='Indium', Z=49, A=120, half_life=3.08, independent_yield_percent=0.00021, cumulative_yield_percent=0.0063), FPY(name='In-120m', element_name='Indium', Z=49, A=120, half_life=46.2, independent_yield_percent=0.00021, cumulative_yield_percent=0.0063), FPY(name='Cd-119', element_name='Cadmium', Z=48, A=119, half_life=161.4, independent_yield_percent=0.00245, cumulative_yield_percent=0.00629), FPY(name='Ga-82', element_name='Gallium', Z=31, A=82, half_life=0.599, independent_yield_percent=0.00626, cumulative_yield_percent=0.00627), FPY(name='Cd-121', element_name='Cadmium', Z=48, A=121, half_life=13.5, independent_yield_percent=0.00362, cumulative_yield_percent=0.00625), FPY(name='In-132', element_name='Indium', Z=49, A=132, half_life=0.20700000000000002, independent_yield_percent=0.00623, cumulative_yield_percent=0.00623), FPY(name='Ru-113', element_name='Ruthenium', Z=44, A=113, half_life=0.8, independent_yield_percent=0.00605, cumulative_yield_percent=0.00619), FPY(name='In-121', element_name='Indium', Z=49, A=121, half_life=23.1, independent_yield_percent=0.00247, cumulative_yield_percent=0.00617), FPY(name='Eu-157', element_name='Europium', Z=63, A=157, half_life=54648.0, independent_yield_percent=6.35e-05, cumulative_yield_percent=0.00615), FPY(name='Ag-117', element_name='Silver', Z=47, A=117, half_life=72.8, independent_yield_percent=0.00152, cumulative_yield_percent=0.00614), FPY(name='Ag-117m', element_name='Silver', Z=47, A=117, half_life=5.34, independent_yield_percent=0.00152, cumulative_yield_percent=0.00614), FPY(name='Cd-119m', element_name='Cadmium', Z=48, A=119, half_life=132.0, independent_yield_percent=0.00225, cumulative_yield_percent=0.00609), FPY(name='Sm-157', element_name='Samarium', Z=62, A=157, half_life=481.79999999999995, independent_yield_percent=0.00267, cumulative_yield_percent=0.00609), FPY(name='Xe-144', element_name='Xenon', Z=54, A=144, half_life=1.15, independent_yield_percent=0.00605, cumulative_yield_percent=0.00605), FPY(name='I-142', element_name='Iodine', Z=53, A=142, half_life=0.222, independent_yield_percent=0.00586, cumulative_yield_percent=0.00586), FPY(name='Cd-125', element_name='Cadmium', Z=48, A=125, half_life=0.68, independent_yield_percent=0.00555, cumulative_yield_percent=0.00555), FPY(name='Cs-136', element_name='Cesium', Z=55, A=136, half_life=1137024.0, independent_yield_percent=0.00277, cumulative_yield_percent=0.00554), FPY(name='Pm-154m', element_name='Promethium', Z=61, A=154, half_life=160.8, independent_yield_percent=0.00541, cumulative_yield_percent=0.00541), FPY(name='Pr-154', element_name='Praseodymium', Z=59, A=154, half_life=2.3, independent_yield_percent=0.00502, cumulative_yield_percent=0.00511), FPY(name='Nd-156', element_name='Neodymium', Z=60, A=156, half_life=5.49, independent_yield_percent=0.0047, cumulative_yield_percent=0.00474), FPY(name='Tc-111', element_name='Technetium', Z=43, A=111, half_life=0.29, independent_yield_percent=0.00449, cumulative_yield_percent=0.00472), FPY(name='Ag-116m', element_name='Silver', Z=47, A=116, half_life=20.0, independent_yield_percent=0.000765, cumulative_yield_percent=0.00462), FPY(name='Ag-118m', element_name='Silver', Z=47, A=118, half_life=2.0, independent_yield_percent=0.00299, cumulative_yield_percent=0.0046), FPY(name='Sr-101', element_name='Strontium', Z=38, A=101, half_life=0.11800000000000001, independent_yield_percent=0.00449, cumulative_yield_percent=0.00449), FPY(name='Ag-115m', element_name='Silver', Z=47, A=115, half_life=18.0, independent_yield_percent=0.00137, cumulative_yield_percent=0.00434), FPY(name='Rb-98', element_name='Rubidium', Z=37, A=98, half_life=0.114, independent_yield_percent=0.00236, cumulative_yield_percent=0.00399), FPY(name='Mo-110', element_name='Molybdenum', Z=42, A=110, half_life=0.3, independent_yield_percent=0.00389, cumulative_yield_percent=0.0039), FPY(name='Rh-115', element_name='Rhodium', Z=45, A=115, half_life=0.99, independent_yield_percent=0.00363, cumulative_yield_percent=0.00389), FPY(name='Cd-121m', element_name='Cadmium', Z=48, A=121, half_life=8.3, independent_yield_percent=0.00362, cumulative_yield_percent=0.00362), FPY(name='Zn-78', element_name='Zinc', Z=30, A=78, half_life=1.47, independent_yield_percent=0.00356, cumulative_yield_percent=0.00358), FPY(name='Cd-128', element_name='Cadmium', Z=48, A=128, half_life=0.28, independent_yield_percent=0.00355, cumulative_yield_percent=0.00355), FPY(name='Cd-117m', element_name='Cadmium', Z=48, A=117, half_life=12096.0, independent_yield_percent=0.000373, cumulative_yield_percent=0.00344), FPY(name='Pm-157', element_name='Promethium', Z=61, A=157, half_life=10.56, independent_yield_percent=0.00293, cumulative_yield_percent=0.00342), FPY(name='Ag-120', element_name='Silver', Z=47, A=120, half_life=1.23, independent_yield_percent=0.000437, cumulative_yield_percent=0.00331), FPY(name='Eu-158', element_name='Europium', Z=63, A=158, half_life=2754.0, independent_yield_percent=0.000128, cumulative_yield_percent=0.00328), FPY(name='Pd-118', element_name='Palladium', Z=46, A=118, half_life=1.9, independent_yield_percent=0.00318, cumulative_yield_percent=0.00321), FPY(name='Zn-77', element_name='Zinc', Z=30, A=77, half_life=2.08, independent_yield_percent=0.00314, cumulative_yield_percent=0.00319), FPY(name='Sm-158', element_name='Samarium', Z=62, A=158, half_life=318.0, independent_yield_percent=0.0024, cumulative_yield_percent=0.00316), FPY(name='Br-93', element_name='Bromine', Z=35, A=93, half_life=0.10200000000000001, independent_yield_percent=0.00308, cumulative_yield_percent=0.00309), FPY(name='Ga-76', element_name='Gallium', Z=31, A=76, half_life=32.6, independent_yield_percent=0.00105, cumulative_yield_percent=0.00297), FPY(name='Ge-77', element_name='Germanium', Z=32, A=77, half_life=40680.0, independent_yield_percent=0.000596, cumulative_yield_percent=0.00283), FPY(name='Cs-136m', element_name='Cesium', Z=55, A=136, half_life=19.0, independent_yield_percent=0.00277, cumulative_yield_percent=0.00277), FPY(name='Pd-120', element_name='Palladium', Z=46, A=120, half_life=0.5, independent_yield_percent=0.00271, cumulative_yield_percent=0.00271), FPY(name='In-123m', element_name='Indium', Z=49, A=123, half_life=47.4, independent_yield_percent=0.000251, cumulative_yield_percent=0.00264), FPY(name='Ag-121', element_name='Silver', Z=47, A=121, half_life=0.78, independent_yield_percent=0.00258, cumulative_yield_percent=0.00262), FPY(name='Y-103', element_name='Yttrium', Z=39, A=103, half_life=0.23, independent_yield_percent=0.00258, cumulative_yield_percent=0.00258), FPY(name='Nb-107', element_name='Niobium', Z=41, A=107, half_life=0.3, independent_yield_percent=0.00231, cumulative_yield_percent=0.00231), FPY(name='Cs-147', element_name='Cesium', Z=55, A=147, half_life=0.23, independent_yield_percent=0.00224, cumulative_yield_percent=0.00224), FPY(name='Ge-87', element_name='Germanium', Z=32, A=87, half_life=0.14, independent_yield_percent=0.0022, cumulative_yield_percent=0.0022), FPY(name='Ge-85', element_name='Germanium', Z=32, A=85, half_life=0.535, independent_yield_percent=0.00213, cumulative_yield_percent=0.00213), FPY(name='Zn-76', element_name='Zinc', Z=30, A=76, half_life=5.7, independent_yield_percent=0.00184, cumulative_yield_percent=0.00192), FPY(name='Ru-114', element_name='Ruthenium', Z=44, A=114, half_life=0.52, independent_yield_percent=0.00173, cumulative_yield_percent=0.00173), FPY(name='Ce-153', element_name='Cerium', Z=58, A=153, half_life=0.979, independent_yield_percent=0.0017, cumulative_yield_percent=0.00171), FPY(name='In-124m', element_name='Indium', Z=49, A=124, half_life=3.7, independent_yield_percent=0.0017, cumulative_yield_percent=0.0017), FPY(name='In-126', element_name='Indium', Z=49, A=126, half_life=1.53, independent_yield_percent=0.00165, cumulative_yield_percent=0.00165), FPY(name='Zn-79', element_name='Zinc', Z=30, A=79, half_life=0.995, independent_yield_percent=0.00164, cumulative_yield_percent=0.00164), FPY(name='Kr-98', element_name='Krypton', Z=36, A=98, half_life=0.046, independent_yield_percent=0.00163, cumulative_yield_percent=0.00163), FPY(name='Ag-113m', element_name='Silver', Z=47, A=113, half_life=68.7, independent_yield_percent=3.62e-06, cumulative_yield_percent=0.00142), FPY(name='In-122m', element_name='Indium', Z=49, A=122, half_life=10.3, independent_yield_percent=0.000838, cumulative_yield_percent=0.00126), FPY(name='Ge-75', element_name='Germanium', Z=32, A=75, half_life=4966.8, independent_yield_percent=6.81e-07, cumulative_yield_percent=0.00107), FPY(name='Ga-75', element_name='Gallium', Z=31, A=75, half_life=126.0, independent_yield_percent=0.000193, cumulative_yield_percent=0.00106), FPY(name='Ba-149', element_name='Barium', Z=56, A=149, half_life=0.34400000000000003, independent_yield_percent=0.00103, cumulative_yield_percent=0.00103), FPY(name='La-151', element_name='Lanthanum', Z=57, A=151, half_life=0.778, independent_yield_percent=0.00103, cumulative_yield_percent=0.00103), FPY(name='Gd-159', element_name='Gadolinium', Z=64, A=159, half_life=66524.4, independent_yield_percent=3.71e-06, cumulative_yield_percent=0.00101), FPY(name='Cd-115m', element_name='Cadmium', Z=48, A=115, half_life=3849984.000000001, independent_yield_percent=5.53e-06, cumulative_yield_percent=0.001), FPY(name='Eu-159', element_name='Europium', Z=63, A=159, half_life=1086.0, independent_yield_percent=0.000156, cumulative_yield_percent=0.001), FPY(name='Pm-152m', element_name='Promethium', Z=61, A=152, half_life=451.2, independent_yield_percent=0.000928, cumulative_yield_percent=0.000928), FPY(name='Pm-152n', element_name='Promethium', Z=61, A=152, half_life=828.0, independent_yield_percent=0.000928, cumulative_yield_percent=0.000928), FPY(name='Rh-116', element_name='Rhodium', Z=45, A=116, half_life=0.68, independent_yield_percent=0.000869, cumulative_yield_percent=0.000893), FPY(name='Zn-75', element_name='Zinc', Z=30, A=75, half_life=10.2, independent_yield_percent=0.000767, cumulative_yield_percent=0.000869), FPY(name='Ru-109m', element_name='Ruthenium', Z=44, A=109, half_life=0.0, independent_yield_percent=0.000856, cumulative_yield_percent=0.000856), FPY(name='Sm-159', element_name='Samarium', Z=62, A=159, half_life=11.37, independent_yield_percent=0.000742, cumulative_yield_percent=0.00085), FPY(name='Sn-123', element_name='Tin', Z=50, A=123, half_life=11162879.999999998, independent_yield_percent=0.000804, cumulative_yield_percent=0.000804), FPY(name='Pm-158', element_name='Promethium', Z=61, A=158, half_life=4.8, independent_yield_percent=0.000706, cumulative_yield_percent=0.000758), FPY(name='Sn-121m', element_name='Tin', Z=50, A=121, half_life=1384430400.0, independent_yield_percent=2.79e-05, cumulative_yield_percent=0.000725), FPY(name='Tc-112', element_name='Technetium', Z=43, A=112, half_life=0.28, independent_yield_percent=0.000686, cumulative_yield_percent=0.000695), FPY(name='Pr-155', element_name='Praseodymium', Z=59, A=155, half_life=0.852, independent_yield_percent=0.000673, cumulative_yield_percent=0.000676), FPY(name='Se-91', element_name='Selenium', Z=34, A=91, half_life=0.27, independent_yield_percent=0.000666, cumulative_yield_percent=0.000666), FPY(name='Sn-135', element_name='Tin', Z=50, A=135, half_life=0.53, independent_yield_percent=0.000627, cumulative_yield_percent=0.000627), FPY(name='Ba-136m', element_name='Barium', Z=56, A=136, half_life=0.3084, independent_yield_percent=2.36e-06, cumulative_yield_percent=0.000623), FPY(name='Y-104', element_name='Yttrium', Z=39, A=104, half_life=0.18, independent_yield_percent=0.000568, cumulative_yield_percent=0.000568), FPY(name='Ag-124', element_name='Silver', Z=47, A=124, half_life=0.17200000000000001, independent_yield_percent=0.000552, cumulative_yield_percent=0.000552), FPY(name='Nb-96', element_name='Niobium', Z=41, A=96, half_life=84060.0, independent_yield_percent=0.000544, cumulative_yield_percent=0.000544), FPY(name='Nd-157', element_name='Neodymium', Z=60, A=157, half_life=1.906, independent_yield_percent=0.000485, cumulative_yield_percent=0.000486), FPY(name='Nb-109', element_name='Niobium', Z=41, A=109, half_life=0.19, independent_yield_percent=0.000484, cumulative_yield_percent=0.000484), FPY(name='Y-89m', element_name='Yttrium', Z=39, A=89, half_life=15.663, independent_yield_percent=1.88e-07, cumulative_yield_percent=0.000473), FPY(name='Rh-117', element_name='Rhodium', Z=45, A=117, half_life=0.44, independent_yield_percent=0.000465, cumulative_yield_percent=0.000467), FPY(name='Ag-120m', element_name='Silver', Z=47, A=120, half_life=0.32, independent_yield_percent=0.000437, cumulative_yield_percent=0.000437), FPY(name='Pd-119', element_name='Palladium', Z=46, A=119, half_life=0.92, independent_yield_percent=0.000435, cumulative_yield_percent=0.000437), FPY(name='Sn-119m', element_name='Tin', Z=50, A=119, half_life=25315200.0, independent_yield_percent=1.14e-07, cumulative_yield_percent=0.000344), FPY(name='Ag-122', element_name='Silver', Z=47, A=122, half_life=0.529, independent_yield_percent=0.000334, cumulative_yield_percent=0.000339), FPY(name='Ag-122m', element_name='Silver', Z=47, A=122, half_life=0.2, independent_yield_percent=0.000334, cumulative_yield_percent=0.000334), FPY(name='Zn-74', element_name='Zinc', Z=30, A=74, half_life=95.4, independent_yield_percent=0.000251, cumulative_yield_percent=0.000324), FPY(name='Gd-160', element_name='Gadolinium', Z=64, A=160, half_life=0.0, independent_yield_percent=1.01e-05, cumulative_yield_percent=0.000319), FPY(name='Eu-160', element_name='Europium', Z=63, A=160, half_life=38.0, independent_yield_percent=9.03e-05, cumulative_yield_percent=0.000309), FPY(name='Ag-123', element_name='Silver', Z=47, A=123, half_life=0.3, independent_yield_percent=0.000275, cumulative_yield_percent=0.000276), FPY(name='Ga-74', element_name='Gallium', Z=31, A=74, half_life=487.19999999999993, independent_yield_percent=7.3e-06, cumulative_yield_percent=0.000275), FPY(name='Ru-115', element_name='Ruthenium', Z=44, A=115, half_life=0.74, independent_yield_percent=0.000257, cumulative_yield_percent=0.000257), FPY(name='Ga-74m', element_name='Gallium', Z=31, A=74, half_life=9.5, independent_yield_percent=7.3e-06, cumulative_yield_percent=0.00025), FPY(name='Cs-135m', element_name='Cesium', Z=55, A=135, half_life=3180.0, independent_yield_percent=0.000245, cumulative_yield_percent=0.000245), FPY(name='Zn-80', element_name='Zinc', Z=30, A=80, half_life=0.54, independent_yield_percent=0.000242, cumulative_yield_percent=0.000242), FPY(name='Mo-111', element_name='Molybdenum', Z=42, A=111, half_life=0.2, independent_yield_percent=0.000228, cumulative_yield_percent=0.000228), FPY(name='Sm-160', element_name='Samarium', Z=62, A=160, half_life=9.6, independent_yield_percent=0.000211, cumulative_yield_percent=0.000219), FPY(name='I-130', element_name='Iodine', Z=53, A=130, half_life=44495.99999999999, independent_yield_percent=0.000155, cumulative_yield_percent=0.000212), FPY(name='Ga-83', element_name='Gallium', Z=31, A=83, half_life=0.30810000000000004, independent_yield_percent=0.000192, cumulative_yield_percent=0.000192), FPY(name='Sr-102', element_name='Strontium', Z=38, A=102, half_life=0.069, independent_yield_percent=0.000173, cumulative_yield_percent=0.000173), FPY(name='In-133', element_name='Indium', Z=49, A=133, half_life=0.165, independent_yield_percent=0.000171, cumulative_yield_percent=0.000171), FPY(name='Br-94', element_name='Bromine', Z=35, A=94, half_life=0.07, independent_yield_percent=0.000166, cumulative_yield_percent=0.000166), FPY(name='Cd-113m', element_name='Cadmium', Z=48, A=113, half_life=444657600.0, independent_yield_percent=8.68e-10, cumulative_yield_percent=0.000166), FPY(name='As-89', element_name='Arsenic', Z=33, A=89, half_life=0.059000000000000004, independent_yield_percent=0.000154, cumulative_yield_percent=0.000154), FPY(name='Tc-113', element_name='Technetium', Z=43, A=113, half_life=0.16, independent_yield_percent=0.00014, cumulative_yield_percent=0.00014), FPY(name='Pm-159', element_name='Promethium', Z=61, A=159, half_life=1.47, independent_yield_percent=0.000106, cumulative_yield_percent=0.000108), FPY(name='Cu-75', element_name='Copper', Z=29, A=75, half_life=1.224, independent_yield_percent=0.000101, cumulative_yield_percent=0.000102), FPY(name='Ga-73', element_name='Gallium', Z=31, A=73, half_life=17496.0, independent_yield_percent=1.21e-06, cumulative_yield_percent=0.000102), FPY(name='Ge-73m', element_name='Germanium', Z=32, A=73, half_life=0.499, independent_yield_percent=5.59e-10, cumulative_yield_percent=0.000102), FPY(name='Zn-73', element_name='Zinc', Z=30, A=73, half_life=23.5, independent_yield_percent=4.63e-05, cumulative_yield_percent=0.000101), FPY(name='Ce-154', element_name='Cerium', Z=58, A=154, half_life=0.775, independent_yield_percent=9.12e-05, cumulative_yield_percent=9.12e-05), FPY(name='Nb-108', element_name='Niobium', Z=41, A=108, half_life=0.193, independent_yield_percent=9e-05, cumulative_yield_percent=9e-05), FPY(name='Tb-161', element_name='Terbium', Z=65, A=161, half_life=596678.3999999999, independent_yield_percent=5.96e-08, cumulative_yield_percent=8.53e-05), FPY(name='Gd-161', element_name='Gadolinium', Z=64, A=161, half_life=219.60000000000002, independent_yield_percent=1.11e-05, cumulative_yield_percent=8.52e-05), FPY(name='Cu-76', element_name='Copper', Z=29, A=76, half_life=0.653, independent_yield_percent=8.28e-05, cumulative_yield_percent=8.33e-05), FPY(name='Pd-111m', element_name='Palladium', Z=46, A=111, half_life=19800.0, independent_yield_percent=4.72e-06, cumulative_yield_percent=7.97e-05), FPY(name='Eu-161', element_name='Europium', Z=63, A=161, half_life=26.0, independent_yield_percent=4.54e-05, cumulative_yield_percent=7.41e-05), FPY(name='Cu-74', element_name='Copper', Z=29, A=74, half_life=1.75, independent_yield_percent=6.82e-05, cumulative_yield_percent=7.28e-05), FPY(name='Xe-145', element_name='Xenon', Z=54, A=145, half_life=0.188, independent_yield_percent=7.16e-05, cumulative_yield_percent=7.16e-05), FPY(name='I-130m', element_name='Iodine', Z=53, A=130, half_life=530.4, independent_yield_percent=6.66e-05, cumulative_yield_percent=6.66e-05), FPY(name='Rh-110m', element_name='Rhodium', Z=45, A=110, half_life=28.5, independent_yield_percent=5.65e-05, cumulative_yield_percent=5.65e-05), FPY(name='Cu-73', element_name='Copper', Z=29, A=73, half_life=4.2, independent_yield_percent=4.71e-05, cumulative_yield_percent=5.42e-05), FPY(name='Br-82', element_name='Bromine', Z=35, A=82, half_life=127015.19999999998, independent_yield_percent=3.83e-05, cumulative_yield_percent=5.42e-05), FPY(name='Ge-88', element_name='Germanium', Z=32, A=88, half_life=0.066, independent_yield_percent=5.2e-05, cumulative_yield_percent=5.2e-05), FPY(name='Nd-158', element_name='Neodymium', Z=60, A=158, half_life=1.331, independent_yield_percent=5.19e-05, cumulative_yield_percent=5.19e-05), FPY(name='Ba-150', element_name='Barium', Z=56, A=150, half_life=0.3, independent_yield_percent=5.02e-05, cumulative_yield_percent=5.02e-05), FPY(name='Pd-121', element_name='Palladium', Z=46, A=121, half_life=0.28500000000000003, independent_yield_percent=4.73e-05, cumulative_yield_percent=4.73e-05), FPY(name='Ge-75m', element_name='Germanium', Z=32, A=75, half_life=47.7, independent_yield_percent=4.56e-06, cumulative_yield_percent=4.7e-05), FPY(name='Rb-99', element_name='Rubidium', Z=37, A=99, half_life=0.054, independent_yield_percent=4.68e-05, cumulative_yield_percent=4.68e-05), FPY(name='La-152', element_name='Lanthanum', Z=57, A=152, half_life=0.451, independent_yield_percent=4.53e-05, cumulative_yield_percent=4.53e-05), FPY(name='Cu-77', element_name='Copper', Z=29, A=77, half_life=0.46900000000000003, independent_yield_percent=4.45e-05, cumulative_yield_percent=4.46e-05), FPY(name='Se-92', element_name='Selenium', Z=34, A=92, half_life=0.093, independent_yield_percent=4.17e-05, cumulative_yield_percent=4.17e-05), FPY(name='Pr-156', element_name='Praseodymium', Z=59, A=156, half_life=0.733, independent_yield_percent=4.07e-05, cumulative_yield_percent=4.07e-05), FPY(name='Sb-138', element_name='Antimony', Z=51, A=138, half_life=0.168, independent_yield_percent=3.92e-05, cumulative_yield_percent=3.92e-05), FPY(name='Rh-118', element_name='Rhodium', Z=45, A=118, half_life=0.266, independent_yield_percent=3.63e-05, cumulative_yield_percent=3.64e-05), FPY(name='Ga-86', element_name='Gallium', Z=31, A=86, half_life=0.029, independent_yield_percent=3.28e-05, cumulative_yield_percent=3.28e-05), FPY(name='Te-141', element_name='Tellurium', Z=52, A=141, half_life=0.213, independent_yield_percent=3.24e-05, cumulative_yield_percent=3.24e-05), FPY(name='La-138', element_name='Lanthanum', Z=57, A=138, half_life=3.216672e+18, independent_yield_percent=3.18e-05, cumulative_yield_percent=3.18e-05), FPY(name='Pm-150', element_name='Promethium', Z=61, A=150, half_life=9648.0, independent_yield_percent=3e-05, cumulative_yield_percent=3e-05), FPY(name='Kr-97', element_name='Krypton', Z=36, A=97, half_life=0.063, independent_yield_percent=2.97e-05, cumulative_yield_percent=2.97e-05), FPY(name='Sm-161', element_name='Samarium', Z=62, A=161, half_life=4.8, independent_yield_percent=2.83e-05, cumulative_yield_percent=2.88e-05), FPY(name='Zn-72', element_name='Zinc', Z=30, A=72, half_life=167400.0, independent_yield_percent=6.1e-06, cumulative_yield_percent=2.65e-05), FPY(name='Ga-72', element_name='Gallium', Z=31, A=72, half_life=50760.0, independent_yield_percent=1.93e-08, cumulative_yield_percent=2.65e-05), FPY(name='Sn-117m', element_name='Tin', Z=50, A=117, half_life=1175040.0, independent_yield_percent=2.49e-11, cumulative_yield_percent=2.62e-05), FPY(name='Ru-116', element_name='Ruthenium', Z=44, A=116, half_life=0.20400000000000001, independent_yield_percent=2.46e-05, cumulative_yield_percent=2.46e-05), FPY(name='Se-77m', element_name='Selenium', Z=34, A=77, half_life=17.36, independent_yield_percent=1.84e-09, cumulative_yield_percent=2.39e-05), FPY(name='Cu-72', element_name='Copper', Z=29, A=72, half_life=6.63, independent_yield_percent=1.27e-05, cumulative_yield_percent=2.04e-05), FPY(name='Sn-137', element_name='Tin', Z=50, A=137, half_life=0.19, independent_yield_percent=1.86e-05, cumulative_yield_percent=1.86e-05), FPY(name='I-143', element_name='Iodine', Z=53, A=143, half_life=0.296, independent_yield_percent=1.86e-05, cumulative_yield_percent=1.86e-05), FPY(name='Br-82m', element_name='Bromine', Z=35, A=82, half_life=367.8, independent_yield_percent=1.63e-05, cumulative_yield_percent=1.63e-05), FPY(name='Gd-162', element_name='Gadolinium', Z=64, A=162, half_life=504.0, independent_yield_percent=6.79e-06, cumulative_yield_percent=1.58e-05), FPY(name='Sn-136', element_name='Tin', Z=50, A=136, half_life=0.25, independent_yield_percent=1.57e-05, cumulative_yield_percent=1.57e-05), FPY(name='Tb-162', element_name='Terbium', Z=65, A=162, half_life=456.0, independent_yield_percent=4.52e-08, cumulative_yield_percent=1.55e-05), FPY(name='Nb-110', element_name='Niobium', Z=41, A=110, half_life=0.17, independent_yield_percent=1.53e-05, cumulative_yield_percent=1.53e-05), FPY(name='Cs-148', element_name='Cesium', Z=55, A=148, half_life=0.146, independent_yield_percent=1.31e-05, cumulative_yield_percent=1.31e-05), FPY(name='Cu-78', element_name='Copper', Z=29, A=78, half_life=0.335, independent_yield_percent=1.09e-05, cumulative_yield_percent=1.09e-05), FPY(name='Zn-82', element_name='Zinc', Z=30, A=82, half_life=0.052000000000000005, independent_yield_percent=1.08e-05, cumulative_yield_percent=1.08e-05), FPY(name='Xe-146', element_name='Xenon', Z=54, A=146, half_life=0.369, independent_yield_percent=1.06e-05, cumulative_yield_percent=1.06e-05), FPY(name='Sb-124', element_name='Antimony', Z=51, A=124, half_life=5201280.0, independent_yield_percent=7.61e-06, cumulative_yield_percent=9.76e-06), FPY(name='Mo-112', element_name='Molybdenum', Z=42, A=112, half_life=0.28700000000000003, independent_yield_percent=9.65e-06, cumulative_yield_percent=9.65e-06), FPY(name='Eu-162', element_name='Europium', Z=63, A=162, half_life=10.6, independent_yield_percent=6.99e-06, cumulative_yield_percent=9.02e-06), FPY(name='Zn-71', element_name='Zinc', Z=30, A=71, half_life=147.0, independent_yield_percent=7.71e-08, cumulative_yield_percent=8.05e-06), FPY(name='Cu-71', element_name='Copper', Z=29, A=71, half_life=19.5, independent_yield_percent=3.48e-06, cumulative_yield_percent=7.97e-06), FPY(name='Cs-134', element_name='Cesium', Z=55, A=134, half_life=65128147.19999999, independent_yield_percent=3.85e-06, cumulative_yield_percent=7.71e-06), FPY(name='Ni-72', element_name='Nickel', Z=28, A=72, half_life=1.57, independent_yield_percent=7.6e-06, cumulative_yield_percent=7.66e-06), FPY(name='Pm-160', element_name='Promethium', Z=61, A=160, half_life=1.561, independent_yield_percent=7.55e-06, cumulative_yield_percent=7.6e-06), FPY(name='Ni-73', element_name='Nickel', Z=28, A=73, half_life=0.84, independent_yield_percent=7.13e-06, cumulative_yield_percent=7.16e-06), FPY(name='Tc-114', element_name='Technetium', Z=43, A=114, half_life=0.15, independent_yield_percent=7.01e-06, cumulative_yield_percent=7.01e-06), FPY(name='Ag-130', element_name='Silver', Z=47, A=130, half_life=0.05, independent_yield_percent=6.66e-06, cumulative_yield_percent=6.66e-06), FPY(name='Rb-86', element_name='Rubidium', Z=37, A=86, half_life=1609718.4000000001, independent_yield_percent=3.22e-06, cumulative_yield_percent=6.45e-06), FPY(name='Tb-163', element_name='Terbium', Z=65, A=163, half_life=1170.0, independent_yield_percent=2.14e-07, cumulative_yield_percent=6.11e-06), FPY(name='Gd-163', element_name='Gadolinium', Z=64, A=163, half_life=68.0, independent_yield_percent=3.81e-06, cumulative_yield_percent=5.89e-06), FPY(name='Tc-100', element_name='Technetium', Z=43, A=100, half_life=15.46, independent_yield_percent=5.59e-06, cumulative_yield_percent=5.59e-06), FPY(name='Pd-122', element_name='Palladium', Z=46, A=122, half_life=0.17500000000000002, independent_yield_percent=4.77e-06, cumulative_yield_percent=4.77e-06), FPY(name='Ni-74', element_name='Nickel', Z=28, A=74, half_life=0.68, independent_yield_percent=4.58e-06, cumulative_yield_percent=4.58e-06), FPY(name='Ni-71', element_name='Nickel', Z=28, A=71, half_life=2.56, independent_yield_percent=4.35e-06, cumulative_yield_percent=4.5e-06), FPY(name='Y-90m', element_name='Yttrium', Z=39, A=90, half_life=11484.0, independent_yield_percent=4.48e-06, cumulative_yield_percent=4.48e-06), FPY(name='Cs-134m', element_name='Cesium', Z=55, A=134, half_life=10483.2, independent_yield_percent=3.85e-06, cumulative_yield_percent=3.85e-06), FPY(name='Zn-70', element_name='Zinc', Z=30, A=70, half_life=0.0, independent_yield_percent=3.03e-08, cumulative_yield_percent=3.62e-06), FPY(name='In-134', element_name='Indium', Z=49, A=134, half_life=0.14, independent_yield_percent=3.47e-06, cumulative_yield_percent=3.47e-06), FPY(name='As-90', element_name='Arsenic', Z=33, A=90, half_life=0.043000000000000003, independent_yield_percent=3.28e-06, cumulative_yield_percent=3.28e-06), FPY(name='Rb-86m', element_name='Rubidium', Z=37, A=86, half_life=61.019999999999996, independent_yield_percent=3.22e-06, cumulative_yield_percent=3.22e-06), FPY(name='Ni-70', element_name='Nickel', Z=28, A=70, half_life=6.0, independent_yield_percent=2.78e-06, cumulative_yield_percent=3e-06), FPY(name='Ce-155', element_name='Cerium', Z=58, A=155, half_life=0.47100000000000003, independent_yield_percent=2.55e-06, cumulative_yield_percent=2.55e-06), FPY(name='Br-95', element_name='Bromine', Z=35, A=95, half_life=0.066, independent_yield_percent=2.52e-06, cumulative_yield_percent=2.52e-06), FPY(name='Ru-117', element_name='Ruthenium', Z=44, A=117, half_life=0.14200000000000002, independent_yield_percent=2.52e-06, cumulative_yield_percent=2.52e-06), FPY(name='Se-93', element_name='Selenium', Z=34, A=93, half_life=0.062, independent_yield_percent=2.46e-06, cumulative_yield_percent=2.46e-06), FPY(name='Rh-120', element_name='Rhodium', Z=45, A=120, half_life=0.136, independent_yield_percent=2.39e-06, cumulative_yield_percent=2.39e-06), FPY(name='Eu-163', element_name='Europium', Z=63, A=163, half_life=7.7, independent_yield_percent=1.94e-06, cumulative_yield_percent=2.08e-06), FPY(name='Te-142', element_name='Tellurium', Z=52, A=142, half_life=0.2, independent_yield_percent=2.07e-06, cumulative_yield_percent=2.07e-06), FPY(name='Sr-103', element_name='Strontium', Z=38, A=103, half_life=0.068, independent_yield_percent=2.06e-06, cumulative_yield_percent=2.06e-06), FPY(name='Sm-162', element_name='Samarium', Z=62, A=162, half_life=2.4, independent_yield_percent=2.03e-06, cumulative_yield_percent=2.03e-06), FPY(name='Cu-70m', element_name='Copper', Z=29, A=70, half_life=33.0, independent_yield_percent=4.46e-07, cumulative_yield_percent=1.94e-06), FPY(name='Br-96', element_name='Bromine', Z=35, A=96, half_life=0.042, independent_yield_percent=1.91e-06, cumulative_yield_percent=1.91e-06), FPY(name='Tb-164', element_name='Terbium', Z=65, A=164, half_life=180.0, independent_yield_percent=1.8e-07, cumulative_yield_percent=1.88e-06), FPY(name='Rh-119', element_name='Rhodium', Z=45, A=119, half_life=0.171, independent_yield_percent=1.86e-06, cumulative_yield_percent=1.86e-06), FPY(name='Xe-147', element_name='Xenon', Z=54, A=147, half_life=0.1, independent_yield_percent=1.78e-06, cumulative_yield_percent=1.78e-06), FPY(name='Nd-159', element_name='Neodymium', Z=60, A=159, half_life=0.773, independent_yield_percent=1.77e-06, cumulative_yield_percent=1.77e-06), FPY(name='Gd-164', element_name='Gadolinium', Z=64, A=164, half_life=45.0, independent_yield_percent=1.49e-06, cumulative_yield_percent=1.7e-06), FPY(name='Zr-106', element_name='Zirconium', Z=40, A=106, half_life=0.27, independent_yield_percent=1.68e-06, cumulative_yield_percent=1.68e-06), FPY(name='In-118m', element_name='Indium', Z=49, A=118, half_life=267.0, independent_yield_percent=8.45e-07, cumulative_yield_percent=1.68e-06), FPY(name='Cu-70', element_name='Copper', Z=29, A=70, half_life=44.5, independent_yield_percent=1.49e-07, cumulative_yield_percent=1.65e-06), FPY(name='Pr-157', element_name='Praseodymium', Z=59, A=157, half_life=0.598, independent_yield_percent=1.65e-06, cumulative_yield_percent=1.65e-06), FPY(name='Rb-101', element_name='Rubidium', Z=37, A=101, half_life=0.032, independent_yield_percent=1.58e-06, cumulative_yield_percent=1.58e-06), FPY(name='Cu-69', element_name='Copper', Z=29, A=69, half_life=171.0, independent_yield_percent=1.14e-07, cumulative_yield_percent=1.57e-06), FPY(name='Zn-69', element_name='Zinc', Z=30, A=69, half_life=3384.0, independent_yield_percent=2.48e-10, cumulative_yield_percent=1.57e-06), FPY(name='I-144', element_name='Iodine', Z=53, A=144, half_life=0.194, independent_yield_percent=1.56e-06, cumulative_yield_percent=1.56e-06), FPY(name='Ni-75', element_name='Nickel', Z=28, A=75, half_life=0.6, independent_yield_percent=1.53e-06, cumulative_yield_percent=1.53e-06), FPY(name='Ni-69', element_name='Nickel', Z=28, A=69, half_life=11.4, independent_yield_percent=1.12e-06, cumulative_yield_percent=1.46e-06), FPY(name='La-153', element_name='Lanthanum', Z=57, A=153, half_life=0.342, independent_yield_percent=1.42e-06, cumulative_yield_percent=1.42e-06), FPY(name='Sb-139', element_name='Antimony', Z=51, A=139, half_life=0.127, independent_yield_percent=1.4e-06, cumulative_yield_percent=1.4e-06), FPY(name='Zn-84', element_name='Zinc', Z=30, A=84, half_life=0.0, independent_yield_percent=1.22e-06, cumulative_yield_percent=1.22e-06), FPY(name='Sb-124m', element_name='Antimony', Z=51, A=124, half_life=93.0, independent_yield_percent=1.21e-06, cumulative_yield_percent=1.21e-06), FPY(name='Sb-124n', element_name='Antimony', Z=51, A=124, half_life=1212.0, independent_yield_percent=1.21e-06, cumulative_yield_percent=1.21e-06), FPY(name='Kr-100', element_name='Krypton', Z=36, A=100, half_life=0.007, independent_yield_percent=1.15e-06, cumulative_yield_percent=1.15e-06), FPY(name='I-128', element_name='Iodine', Z=53, A=128, half_life=1499.3999999999999, independent_yield_percent=1.04e-06, cumulative_yield_percent=1.04e-06), FPY(name='Dy-165', element_name='Dysprosium', Z=66, A=165, half_life=8402.4, independent_yield_percent=1.53e-08, cumulative_yield_percent=9.4e-07), FPY(name='Tb-165', element_name='Terbium', Z=65, A=165, half_life=126.6, independent_yield_percent=2.81e-07, cumulative_yield_percent=9.34e-07), FPY(name='Tc-98', element_name='Technetium', Z=43, A=98, half_life=132451200000000.0, independent_yield_percent=8.89e-07, cumulative_yield_percent=8.89e-07), FPY(name='In-118n', element_name='Indium', Z=49, A=118, half_life=8.5, independent_yield_percent=8.45e-07, cumulative_yield_percent=8.45e-07), FPY(name='Ba-151', element_name='Barium', Z=56, A=151, half_life=0.259, independent_yield_percent=8.18e-07, cumulative_yield_percent=8.18e-07), FPY(name='Cd-129', element_name='Cadmium', Z=48, A=129, half_life=0.27, independent_yield_percent=7.24e-07, cumulative_yield_percent=7.24e-07), FPY(name='Cu-68', element_name='Copper', Z=29, A=68, half_life=31.1, independent_yield_percent=3.15e-09, cumulative_yield_percent=7.12e-07), FPY(name='Ni-68', element_name='Nickel', Z=28, A=68, half_life=29.0, independent_yield_percent=4.19e-07, cumulative_yield_percent=7.05e-07), FPY(name='Gd-165', element_name='Gadolinium', Z=64, A=165, half_life=10.3, independent_yield_percent=6.14e-07, cumulative_yield_percent=6.53e-07), FPY(name='Ga-85', element_name='Gallium', Z=31, A=85, half_life=0.048, independent_yield_percent=5.88e-07, cumulative_yield_percent=5.88e-07), FPY(name='Ni-76', element_name='Nickel', Z=28, A=76, half_life=0.23800000000000002, independent_yield_percent=5.02e-07, cumulative_yield_percent=5.02e-07), FPY(name='Dy-165m', element_name='Dysprosium', Z=66, A=165, half_life=75.41999999999999, independent_yield_percent=2.29e-09, cumulative_yield_percent=4.69e-07), FPY(name='Pm-161', element_name='Promethium', Z=61, A=161, half_life=1.065, independent_yield_percent=4.4e-07, cumulative_yield_percent=4.41e-07), FPY(name='Pd-123', element_name='Palladium', Z=46, A=123, half_life=0.244, independent_yield_percent=3.99e-07, cumulative_yield_percent=3.99e-07), FPY(name='Sb-122', element_name='Antimony', Z=51, A=122, half_life=235336.32000000007, independent_yield_percent=1.84e-07, cumulative_yield_percent=3.92e-07), FPY(name='Zr-109', element_name='Zirconium', Z=40, A=109, half_life=0.117, independent_yield_percent=3.85e-07, cumulative_yield_percent=3.85e-07), FPY(name='Dy-166', element_name='Dysprosium', Z=66, A=166, half_life=293760.0, independent_yield_percent=3.98e-08, cumulative_yield_percent=3.63e-07), FPY(name='Ho-166', element_name='Holmium', Z=67, A=166, half_life=96480.0, independent_yield_percent=4.03e-11, cumulative_yield_percent=3.63e-07), FPY(name='Cs-149', element_name='Cesium', Z=55, A=149, half_life=0.05, independent_yield_percent=3.63e-07, cumulative_yield_percent=3.63e-07), FPY(name='Cu-67', element_name='Copper', Z=29, A=67, half_life=222587.99999999997, independent_yield_percent=9.68e-10, cumulative_yield_percent=3.61e-07), FPY(name='Tb-162m', element_name='Terbium', Z=65, A=162, half_life=0.0, independent_yield_percent=4.52e-08, cumulative_yield_percent=3.61e-07), FPY(name='Ni-67', element_name='Nickel', Z=28, A=67, half_life=21.0, independent_yield_percent=9.04e-08, cumulative_yield_percent=3.6e-07), FPY(name='Co-69', element_name='Cobalt', Z=27, A=69, half_life=0.22, independent_yield_percent=3.25e-07, cumulative_yield_percent=3.37e-07), FPY(name='Zn-71m', element_name='Zinc', Z=30, A=71, half_life=14256.0, independent_yield_percent=3.29e-07, cumulative_yield_percent=3.29e-07), FPY(name='Tb-166', element_name='Terbium', Z=65, A=166, half_life=25.1, independent_yield_percent=1.54e-07, cumulative_yield_percent=3.23e-07), FPY(name='Co-68', element_name='Cobalt', Z=27, A=68, half_life=0.199, independent_yield_percent=2.47e-07, cumulative_yield_percent=2.86e-07), FPY(name='Pd-124', element_name='Palladium', Z=46, A=124, half_life=0.038, independent_yield_percent=2.73e-07, cumulative_yield_percent=2.73e-07), FPY(name='Co-67', element_name='Cobalt', Z=27, A=67, half_life=0.425, independent_yield_percent=2e-07, cumulative_yield_percent=2.7e-07), FPY(name='Sr-87m', element_name='Strontium', Z=38, A=87, half_life=10134.0, independent_yield_percent=2.51e-07, cumulative_yield_percent=2.51e-07), FPY(name='Nb-94', element_name='Niobium', Z=41, A=94, half_life=640180800000.0, independent_yield_percent=1.46e-07, cumulative_yield_percent=2.47e-07), FPY(name='Ho-167', element_name='Holmium', Z=67, A=167, half_life=11160.0, independent_yield_percent=1.03e-09, cumulative_yield_percent=2.47e-07), FPY(name='Dy-167', element_name='Dysprosium', Z=66, A=167, half_life=372.0, independent_yield_percent=7.51e-08, cumulative_yield_percent=2.46e-07), FPY(name='As-91', element_name='Arsenic', Z=33, A=91, half_life=0.044, independent_yield_percent=2.34e-07, cumulative_yield_percent=2.34e-07), FPY(name='Co-70', element_name='Cobalt', Z=27, A=70, half_life=0.11900000000000001, independent_yield_percent=2.09e-07, cumulative_yield_percent=2.13e-07), FPY(name='Sb-122m', element_name='Antimony', Z=51, A=122, half_life=251.45999999999998, independent_yield_percent=2.08e-07, cumulative_yield_percent=2.08e-07), FPY(name='Eu-164', element_name='Europium', Z=63, A=164, half_life=2.844, independent_yield_percent=2.01e-07, cumulative_yield_percent=2.07e-07), FPY(name='Eu-154', element_name='Europium', Z=63, A=154, half_life=271209600.0, independent_yield_percent=9.7e-08, cumulative_yield_percent=1.94e-07), FPY(name='Tb-167', element_name='Terbium', Z=65, A=167, half_life=19.4, independent_yield_percent=1.34e-07, cumulative_yield_percent=1.71e-07), FPY(name='Gd-166', element_name='Gadolinium', Z=64, A=166, half_life=4.8, independent_yield_percent=1.66e-07, cumulative_yield_percent=1.69e-07), FPY(name='As-76', element_name='Arsenic', Z=33, A=76, half_life=94463.99999999999, independent_yield_percent=1.65e-07, cumulative_yield_percent=1.65e-07), FPY(name='Ag-131', element_name='Silver', Z=47, A=131, half_life=0.0, independent_yield_percent=1.59e-07, cumulative_yield_percent=1.59e-07), FPY(name='Zr-107', element_name='Zirconium', Z=40, A=107, half_life=0.15, independent_yield_percent=1.56e-07, cumulative_yield_percent=1.56e-07), FPY(name='Co-71', element_name='Cobalt', Z=27, A=71, half_life=0.079, independent_yield_percent=1.48e-07, cumulative_yield_percent=1.49e-07), FPY(name='Br-80', element_name='Bromine', Z=35, A=80, half_life=1060.8, independent_yield_percent=3.71e-08, cumulative_yield_percent=1.48e-07), FPY(name='Sb-140', element_name='Antimony', Z=51, A=140, half_life=0.0, independent_yield_percent=1.44e-07, cumulative_yield_percent=1.44e-07), FPY(name='Sm-163', element_name='Samarium', Z=62, A=163, half_life=1.748, independent_yield_percent=1.37e-07, cumulative_yield_percent=1.38e-07), FPY(name='Sr-104', element_name='Strontium', Z=38, A=104, half_life=0.043000000000000003, independent_yield_percent=1.31e-07, cumulative_yield_percent=1.31e-07), FPY(name='Mo-113', element_name='Molybdenum', Z=42, A=113, half_life=0.1, independent_yield_percent=1.11e-07, cumulative_yield_percent=1.11e-07), FPY(name='Br-80m', element_name='Bromine', Z=35, A=80, half_life=15913.799999999997, independent_yield_percent=1.11e-07, cumulative_yield_percent=1.11e-07), FPY(name='Nb-94m', element_name='Niobium', Z=41, A=94, half_life=375.78, independent_yield_percent=1.01e-07, cumulative_yield_percent=1.01e-07), FPY(name='Eu-154m', element_name='Europium', Z=63, A=154, half_life=2760.0, independent_yield_percent=9.7e-08, cumulative_yield_percent=9.7e-08), FPY(name='Tc-115', element_name='Technetium', Z=43, A=115, half_life=0.073, independent_yield_percent=9.02e-08, cumulative_yield_percent=9.02e-08), FPY(name='Nb-111', element_name='Niobium', Z=41, A=111, half_life=0.08, independent_yield_percent=8e-08, cumulative_yield_percent=8e-08), FPY(name='Cs-132', element_name='Cesium', Z=55, A=132, half_life=559872.0, independent_yield_percent=7.38e-08, cumulative_yield_percent=7.38e-08), FPY(name='Cu-66', element_name='Copper', Z=29, A=66, half_life=307.2, independent_yield_percent=1.43e-11, cumulative_yield_percent=7.22e-08), FPY(name='Ni-66', element_name='Nickel', Z=28, A=66, half_life=196560.0, independent_yield_percent=5.78e-09, cumulative_yield_percent=7.21e-08), FPY(name='Fe-67', element_name='Iron', Z=26, A=67, half_life=0.41600000000000004, independent_yield_percent=6.87e-08, cumulative_yield_percent=6.92e-08), FPY(name='Ru-118', element_name='Ruthenium', Z=44, A=118, half_life=0.123, independent_yield_percent=6.92e-08, cumulative_yield_percent=6.92e-08), FPY(name='Co-66', element_name='Cobalt', Z=27, A=66, half_life=0.2, independent_yield_percent=2.81e-08, cumulative_yield_percent=6.64e-08), FPY(name='Zn-83', element_name='Zinc', Z=30, A=83, half_life=0.043000000000000003, independent_yield_percent=6.32e-08, cumulative_yield_percent=6.32e-08), FPY(name='Co-72', element_name='Cobalt', Z=27, A=72, half_life=0.0599, independent_yield_percent=5.8e-08, cumulative_yield_percent=5.81e-08), FPY(name='Ce-156', element_name='Cerium', Z=58, A=156, half_life=0.369, independent_yield_percent=5.73e-08, cumulative_yield_percent=5.73e-08), FPY(name='Ho-168', element_name='Holmium', Z=67, A=168, half_life=179.4, independent_yield_percent=1.16e-09, cumulative_yield_percent=5.71e-08), FPY(name='Ni-77', element_name='Nickel', Z=28, A=77, half_life=0.061, independent_yield_percent=5.64e-08, cumulative_yield_percent=5.64e-08), FPY(name='Dy-168', element_name='Dysprosium', Z=66, A=168, half_life=522.0, independent_yield_percent=3.64e-08, cumulative_yield_percent=5.59e-08), FPY(name='Cu-80', element_name='Copper', Z=29, A=80, half_life=0.17, independent_yield_percent=5.25e-08, cumulative_yield_percent=5.25e-08), FPY(name='Nd-160', element_name='Neodymium', Z=60, A=160, half_life=0.5882999999999999, independent_yield_percent=5.04e-08, cumulative_yield_percent=5.05e-08), FPY(name='Fe-68', element_name='Iron', Z=26, A=68, half_life=0.187, independent_yield_percent=3.92e-08, cumulative_yield_percent=3.92e-08), FPY(name='Eu-165', element_name='Europium', Z=63, A=165, half_life=2.3, independent_yield_percent=3.87e-08, cumulative_yield_percent=3.9e-08), FPY(name='Fe-66', element_name='Iron', Z=26, A=66, half_life=0.44, independent_yield_percent=3.76e-08, cumulative_yield_percent=3.83e-08), FPY(name='Ba-135m', element_name='Barium', Z=56, A=135, half_life=103320.0, independent_yield_percent=3.82e-08, cumulative_yield_percent=3.82e-08), FPY(name='Pr-158', element_name='Praseodymium', Z=59, A=158, half_life=0.13419999999999999, independent_yield_percent=3.75e-08, cumulative_yield_percent=3.75e-08), FPY(name='Gd-167', element_name='Gadolinium', Z=64, A=167, half_life=3.0, independent_yield_percent=3.68e-08, cumulative_yield_percent=3.7e-08), FPY(name='Tb-160', element_name='Terbium', Z=65, A=160, half_life=6246720.0, independent_yield_percent=2.84e-08, cumulative_yield_percent=2.84e-08), FPY(name='Ga-87', element_name='Gallium', Z=31, A=87, half_life=0.0, independent_yield_percent=2.54e-08, cumulative_yield_percent=2.54e-08), FPY(name='Er-167m', element_name='Erbium', Z=68, A=167, half_life=2.269, independent_yield_percent=0.0, cumulative_yield_percent=2.47e-08), FPY(name='Ho-169', element_name='Holmium', Z=67, A=169, half_life=283.2, independent_yield_percent=2.23e-09, cumulative_yield_percent=2.38e-08), FPY(name='Er-169', element_name='Erbium', Z=68, A=169, half_life=811468.7999999999, independent_yield_percent=3.27e-11, cumulative_yield_percent=2.38e-08), FPY(name='Co-73', element_name='Cobalt', Z=27, A=73, half_life=0.041, independent_yield_percent=2.21e-08, cumulative_yield_percent=2.21e-08), FPY(name='Dy-169', element_name='Dysprosium', Z=66, A=169, half_life=39.0, independent_yield_percent=1.74e-08, cumulative_yield_percent=2.16e-08), FPY(name='Rh-104', element_name='Rhodium', Z=45, A=104, half_life=42.3, independent_yield_percent=4.89e-09, cumulative_yield_percent=1.95e-08), FPY(name='Tb-168', element_name='Terbium', Z=65, A=168, half_life=8.2, independent_yield_percent=1.73e-08, cumulative_yield_percent=1.95e-08), FPY(name='Ga-72m', element_name='Gallium', Z=31, A=72, half_life=0.03968, independent_yield_percent=1.93e-08, cumulative_yield_percent=1.93e-08), FPY(name='Se-94', element_name='Selenium', Z=34, A=94, half_life=0.059000000000000004, independent_yield_percent=1.71e-08, cumulative_yield_percent=1.71e-08), FPY(name='Ba-152', element_name='Barium', Z=56, A=152, half_life=0.228, independent_yield_percent=1.49e-08, cumulative_yield_percent=1.49e-08), FPY(name='Rh-104m', element_name='Rhodium', Z=45, A=104, half_life=260.4, independent_yield_percent=1.47e-08, cumulative_yield_percent=1.47e-08), FPY(name='La-154', element_name='Lanthanum', Z=57, A=154, half_life=0.228, independent_yield_percent=1.46e-08, cumulative_yield_percent=1.46e-08), FPY(name='Rh-121', element_name='Rhodium', Z=45, A=121, half_life=0.151, independent_yield_percent=1.44e-08, cumulative_yield_percent=1.44e-08), FPY(name='Br-98', element_name='Bromine', Z=35, A=98, half_life=0.0, independent_yield_percent=1.39e-08, cumulative_yield_percent=1.39e-08), FPY(name='Sm-148', element_name='Samarium', Z=62, A=148, half_life=2.20752e+23, independent_yield_percent=1.64e-12, cumulative_yield_percent=1.26e-08), FPY(name='Fe-69', element_name='Iron', Z=26, A=69, half_life=0.109, independent_yield_percent=1.22e-08, cumulative_yield_percent=1.22e-08), FPY(name='Zr-110', element_name='Zirconium', Z=40, A=110, half_life=0.098, independent_yield_percent=9.29e-09, cumulative_yield_percent=9.29e-09), FPY(name='Pm-148m', element_name='Promethium', Z=61, A=148, half_life=3567456.0, independent_yield_percent=8.1e-09, cumulative_yield_percent=8.1e-09), FPY(name='Cu-68m', element_name='Copper', Z=29, A=68, half_life=225.0, independent_yield_percent=7.36e-09, cumulative_yield_percent=7.36e-09), FPY(name='In-135', element_name='Indium', Z=49, A=135, half_life=0.092, independent_yield_percent=7.26e-09, cumulative_yield_percent=7.26e-09), FPY(name='La-137', element_name='Lanthanum', Z=57, A=137, half_life=1892160000000.0, independent_yield_percent=6.93e-09, cumulative_yield_percent=6.93e-09), FPY(name='Pm-162', element_name='Promethium', Z=61, A=162, half_life=0.26789999999999997, independent_yield_percent=6.8e-09, cumulative_yield_percent=6.8e-09), FPY(name='Tc-116', element_name='Technetium', Z=43, A=116, half_life=0.09, independent_yield_percent=6.31e-09, cumulative_yield_percent=6.31e-09), FPY(name='Sm-164', element_name='Samarium', Z=62, A=164, half_life=1.226, independent_yield_percent=6.04e-09, cumulative_yield_percent=6.04e-09), FPY(name='In-116m', element_name='Indium', Z=49, A=116, half_life=3257.4, independent_yield_percent=2.57e-09, cumulative_yield_percent=5.13e-09), FPY(name='Ni-78', element_name='Nickel', Z=28, A=78, half_life=0.11, independent_yield_percent=5.03e-09, cumulative_yield_percent=5.03e-09), FPY(name='Pm-148', element_name='Promethium', Z=61, A=148, half_life=463795.20000000007, independent_yield_percent=4.45e-09, cumulative_yield_percent=4.82e-09), FPY(name='Pr-142', element_name='Praseodymium', Z=59, A=142, half_life=68832.0, independent_yield_percent=2.31e-09, cumulative_yield_percent=4.63e-09), FPY(name='Cd-133', element_name='Cadmium', Z=48, A=133, half_life=0.0, independent_yield_percent=4.49e-09, cumulative_yield_percent=4.49e-09), FPY(name='Ho-170', element_name='Holmium', Z=67, A=170, half_life=165.6, independent_yield_percent=4.93e-10, cumulative_yield_percent=4.45e-09), FPY(name='Mo-114', element_name='Molybdenum', Z=42, A=114, half_life=0.08, independent_yield_percent=4.4e-09, cumulative_yield_percent=4.4e-09), FPY(name='Tb-169', element_name='Terbium', Z=65, A=169, half_life=2.0, independent_yield_percent=4.07e-09, cumulative_yield_percent=4.19e-09), FPY(name='Ge-89', element_name='Germanium', Z=32, A=89, half_life=0.039, independent_yield_percent=4.04e-09, cumulative_yield_percent=4.04e-09), FPY(name='Dy-170', element_name='Dysprosium', Z=66, A=170, half_life=30.0, independent_yield_percent=3.73e-09, cumulative_yield_percent=3.95e-09), FPY(name='Sn-138', element_name='Tin', Z=50, A=138, half_life=0.0, independent_yield_percent=3.29e-09, cumulative_yield_percent=3.29e-09), FPY(name='Fe-70', element_name='Iron', Z=26, A=70, half_life=0.094, independent_yield_percent=3.24e-09, cumulative_yield_percent=3.24e-09), FPY(name='Co-74', element_name='Cobalt', Z=27, A=74, half_life=0.03, independent_yield_percent=3e-09, cumulative_yield_percent=3e-09), FPY(name='In-116', element_name='Indium', Z=49, A=116, half_life=14.1, independent_yield_percent=2.57e-09, cumulative_yield_percent=2.57e-09), FPY(name='In-116n', element_name='Indium', Z=49, A=116, half_life=2.18, independent_yield_percent=2.57e-09, cumulative_yield_percent=2.57e-09), FPY(name='Eu-166', element_name='Europium', Z=63, A=166, half_life=0.4, independent_yield_percent=2.5e-09, cumulative_yield_percent=2.51e-09), FPY(name='Nb-112', element_name='Niobium', Z=41, A=112, half_life=0.069, independent_yield_percent=2.49e-09, cumulative_yield_percent=2.49e-09), FPY(name='Er-171', element_name='Erbium', Z=68, A=171, half_life=27057.6, independent_yield_percent=1.58e-10, cumulative_yield_percent=2.35e-09), FPY(name='Tm-171', element_name='Thulium', Z=69, A=171, half_life=60549119.99999999, independent_yield_percent=0.0, cumulative_yield_percent=2.35e-09), FPY(name='Pr-142m', element_name='Praseodymium', Z=59, A=142, half_life=876.0, independent_yield_percent=2.31e-09, cumulative_yield_percent=2.31e-09), FPY(name='Te-123', element_name='Tellurium', Z=52, A=123, half_life=0.0, independent_yield_percent=5.14e-10, cumulative_yield_percent=2.23e-09), FPY(name='Ho-171', element_name='Holmium', Z=67, A=171, half_life=53.0, independent_yield_percent=1.07e-09, cumulative_yield_percent=2.19e-09), FPY(name='Gd-168', element_name='Gadolinium', Z=64, A=168, half_life=0.3, independent_yield_percent=2.18e-09, cumulative_yield_percent=2.18e-09), FPY(name='Rb-84', element_name='Rubidium', Z=37, A=84, half_life=2835648.0, independent_yield_percent=2.16e-09, cumulative_yield_percent=2.16e-09), FPY(name='Cs-150', element_name='Cesium', Z=55, A=150, half_life=0.05, independent_yield_percent=1.99e-09, cumulative_yield_percent=1.99e-09), FPY(name='Te-123m', element_name='Tellurium', Z=52, A=123, half_life=10298880.0, independent_yield_percent=1.72e-09, cumulative_yield_percent=1.72e-09), FPY(name='Y-88', element_name='Yttrium', Z=39, A=88, half_life=9212486.4, independent_yield_percent=1.7e-09, cumulative_yield_percent=1.7e-09), FPY(name='Ag-125', element_name='Silver', Z=47, A=125, half_life=0.166, independent_yield_percent=1.66e-09, cumulative_yield_percent=1.66e-09), FPY(name='Rb-102', element_name='Rubidium', Z=37, A=102, half_life=0.037, independent_yield_percent=1.47e-09, cumulative_yield_percent=1.47e-09), FPY(name='Kr-99', element_name='Krypton', Z=36, A=99, half_life=0.027, independent_yield_percent=1.23e-09, cumulative_yield_percent=1.23e-09), FPY(name='Dy-171', element_name='Dysprosium', Z=66, A=171, half_life=6.0, independent_yield_percent=1.09e-09, cumulative_yield_percent=1.12e-09), FPY(name='Xe-148', element_name='Xenon', Z=54, A=148, half_life=0.0, independent_yield_percent=1.1e-09, cumulative_yield_percent=1.1e-09), FPY(name='Kr-81', element_name='Krypton', Z=36, A=81, half_life=7221744000000.0, independent_yield_percent=9.43e-10, cumulative_yield_percent=1.08e-09), FPY(name='Zn-69m', element_name='Zinc', Z=30, A=69, half_life=49536.0, independent_yield_percent=1.06e-09, cumulative_yield_percent=1.06e-09), FPY(name='Br-79m', element_name='Bromine', Z=35, A=79, half_life=4.86, independent_yield_percent=1.04e-09, cumulative_yield_percent=1.04e-09), FPY(name='Ce-139', element_name='Cerium', Z=58, A=139, half_life=11892182.399999999, independent_yield_percent=2.87e-10, cumulative_yield_percent=9.91e-10), FPY(name='Tc-117', element_name='Technetium', Z=43, A=117, half_life=0.04, independent_yield_percent=8.84e-10, cumulative_yield_percent=8.84e-10), FPY(name='I-145', element_name='Iodine', Z=53, A=145, half_life=0.127, independent_yield_percent=8.29e-10, cumulative_yield_percent=8.29e-10), FPY(name='Tm-172', element_name='Thulium', Z=69, A=172, half_life=228960.0, independent_yield_percent=1.68e-12, cumulative_yield_percent=7.69e-10), FPY(name='Er-172', element_name='Erbium', Z=68, A=172, half_life=177480.0, independent_yield_percent=2.2e-10, cumulative_yield_percent=7.68e-10), FPY(name='Mn-66', element_name='Manganese', Z=25, A=66, half_life=0.064, independent_yield_percent=7.2e-10, cumulative_yield_percent=7.22e-10), FPY(name='Ce-139m', element_name='Cerium', Z=58, A=139, half_life=54.8, independent_yield_percent=7.03e-10, cumulative_yield_percent=7.03e-10), FPY(name='Ru-119', element_name='Ruthenium', Z=44, A=119, half_life=0.162, independent_yield_percent=6.55e-10, cumulative_yield_percent=6.55e-10), FPY(name='Nd-161', element_name='Neodymium', Z=60, A=161, half_life=0.4884, independent_yield_percent=6.16e-10, cumulative_yield_percent=6.16e-10), FPY(name='Rh-102', element_name='Rhodium', Z=45, A=102, half_life=17910720.0, independent_yield_percent=5.91e-10, cumulative_yield_percent=5.91e-10), FPY(name='Ho-172', element_name='Holmium', Z=67, A=172, half_life=25.0, independent_yield_percent=3.69e-10, cumulative_yield_percent=5.47e-10), FPY(name='Pd-109m', element_name='Palladium', Z=46, A=109, half_life=281.40000000000003, independent_yield_percent=5.46e-10, cumulative_yield_percent=5.46e-10), FPY(name='Mn-67', element_name='Manganese', Z=25, A=67, half_life=0.047, independent_yield_percent=5.38e-10, cumulative_yield_percent=5.38e-10), FPY(name='Ho-170m', element_name='Holmium', Z=67, A=170, half_life=43.0, independent_yield_percent=4.93e-10, cumulative_yield_percent=4.93e-10), FPY(name='Fe-71', element_name='Iron', Z=26, A=71, half_life=0.028, independent_yield_percent=4.92e-10, cumulative_yield_percent=4.92e-10), FPY(name='Te-143', element_name='Tellurium', Z=52, A=143, half_life=0.0, independent_yield_percent=4.88e-10, cumulative_yield_percent=4.88e-10), FPY(name='Pr-159', element_name='Praseodymium', Z=59, A=159, half_life=0.1055, independent_yield_percent=4.88e-10, cumulative_yield_percent=4.88e-10), FPY(name='Ag-126', element_name='Silver', Z=47, A=126, half_life=0.107, independent_yield_percent=4.75e-10, cumulative_yield_percent=4.75e-10), FPY(name='Rh-102m', element_name='Rhodium', Z=45, A=102, half_life=118007712.00000001, independent_yield_percent=4.73e-10, cumulative_yield_percent=4.73e-10), FPY(name='Y-105', element_name='Yttrium', Z=39, A=105, half_life=0.088, independent_yield_percent=4.67e-10, cumulative_yield_percent=4.67e-10), FPY(name='Ce-157', element_name='Cerium', Z=58, A=157, half_life=0.24280000000000002, independent_yield_percent=4.59e-10, cumulative_yield_percent=4.59e-10), FPY(name='Pm-146', element_name='Promethium', Z=61, A=146, half_life=174394080.0, independent_yield_percent=4.5e-10, cumulative_yield_percent=4.5e-10), FPY(name='Ga-88', element_name='Gallium', Z=31, A=88, half_life=0.0, independent_yield_percent=4.42e-10, cumulative_yield_percent=4.42e-10), FPY(name='Co-75', element_name='Cobalt', Z=27, A=75, half_life=0.034, independent_yield_percent=3.81e-10, cumulative_yield_percent=3.81e-10), FPY(name='Sb-141', element_name='Antimony', Z=51, A=141, half_life=0.0, independent_yield_percent=3.75e-10, cumulative_yield_percent=3.75e-10), FPY(name='As-92', element_name='Arsenic', Z=33, A=92, half_life=0.027, independent_yield_percent=3.55e-10, cumulative_yield_percent=3.55e-10), FPY(name='Br-97', element_name='Bromine', Z=35, A=97, half_life=0.04, independent_yield_percent=3.44e-10, cumulative_yield_percent=3.44e-10), FPY(name='Zr-108', element_name='Zirconium', Z=40, A=108, half_life=0.08, independent_yield_percent=3.1e-10, cumulative_yield_percent=3.1e-10), FPY(name='Ru-120', element_name='Ruthenium', Z=44, A=120, half_life=0.149, independent_yield_percent=3.03e-10, cumulative_yield_percent=3.03e-10), FPY(name='Rh-122', element_name='Rhodium', Z=45, A=122, half_life=0.108, independent_yield_percent=2.85e-10, cumulative_yield_percent=2.85e-10), FPY(name='Sm-165', element_name='Samarium', Z=62, A=165, half_life=0.764, independent_yield_percent=2.55e-10, cumulative_yield_percent=2.55e-10), FPY(name='Rb-83', element_name='Rubidium', Z=37, A=83, half_life=7447680.0, independent_yield_percent=2.3e-10, cumulative_yield_percent=2.3e-10), FPY(name='Zn-86', element_name='Zinc', Z=30, A=86, half_life=0.0, independent_yield_percent=2.28e-10, cumulative_yield_percent=2.28e-10), FPY(name='Tb-170', element_name='Terbium', Z=65, A=170, half_life=3.0, independent_yield_percent=2.24e-10, cumulative_yield_percent=2.26e-10), FPY(name='Eu-167', element_name='Europium', Z=63, A=167, half_life=0.2, independent_yield_percent=2.24e-10, cumulative_yield_percent=2.24e-10), FPY(name='In-137', element_name='Indium', Z=49, A=137, half_life=0.0, independent_yield_percent=2.15e-10, cumulative_yield_percent=2.15e-10), FPY(name='Zr-90m', element_name='Zirconium', Z=40, A=90, half_life=0.8092, independent_yield_percent=2.09e-10, cumulative_yield_percent=2.09e-10), FPY(name='Pm-163', element_name='Promethium', Z=61, A=163, half_life=0.2, independent_yield_percent=1.82e-10, cumulative_yield_percent=1.82e-10), FPY(name='Dy-172', element_name='Dysprosium', Z=66, A=172, half_life=3.0, independent_yield_percent=1.77e-10, cumulative_yield_percent=1.78e-10), FPY(name='I-126', element_name='Iodine', Z=53, A=126, half_life=1117152.0, independent_yield_percent=1.7e-10, cumulative_yield_percent=1.7e-10), FPY(name='In-136', element_name='Indium', Z=49, A=136, half_life=0.0, independent_yield_percent=1.68e-10, cumulative_yield_percent=1.68e-10), FPY(name='Ag-127', element_name='Silver', Z=47, A=127, half_life=0.109, independent_yield_percent=1.58e-10, cumulative_yield_percent=1.58e-10), FPY(name='Sm-146', element_name='Samarium', Z=62, A=146, half_life=3248208000000000.0, independent_yield_percent=0.0, cumulative_yield_percent=1.58e-10), FPY(name='Cu-82', element_name='Copper', Z=29, A=82, half_life=0.0, independent_yield_percent=1.48e-10, cumulative_yield_percent=1.48e-10), FPY(name='Gd-152', element_name='Gadolinium', Z=64, A=152, half_life=3.405888e+21, independent_yield_percent=0.0, cumulative_yield_percent=1.43e-10), FPY(name='Kr-81m', element_name='Krypton', Z=36, A=81, half_life=13.1, independent_yield_percent=1.41e-10, cumulative_yield_percent=1.41e-10), FPY(name='Eu-152', element_name='Europium', Z=63, A=152, half_life=426902832.0, independent_yield_percent=9.07e-11, cumulative_yield_percent=1.36e-10), FPY(name='Eu-152m', element_name='Europium', Z=63, A=152, half_life=33521.76, independent_yield_percent=9.07e-11, cumulative_yield_percent=1.36e-10), FPY(name='Tb-158', element_name='Terbium', Z=65, A=158, half_life=5676480000.0, independent_yield_percent=1.2e-10, cumulative_yield_percent=1.33e-10), FPY(name='Sb-120m', element_name='Antimony', Z=51, A=120, half_life=497663.9999999999, independent_yield_percent=1.3e-10, cumulative_yield_percent=1.3e-10), FPY(name='Gd-169', element_name='Gadolinium', Z=64, A=169, half_life=1.0, independent_yield_percent=1.19e-10, cumulative_yield_percent=1.19e-10), FPY(name='Ge-90', element_name='Germanium', Z=32, A=90, half_life=0.0, independent_yield_percent=1.17e-10, cumulative_yield_percent=1.17e-10), FPY(name='Ho-166m', element_name='Holmium', Z=67, A=166, half_life=37843200000.0, independent_yield_percent=9.41e-11, cumulative_yield_percent=9.41e-11), FPY(name='Cd-134', element_name='Cadmium', Z=48, A=134, half_life=0.0, independent_yield_percent=9.33e-11, cumulative_yield_percent=9.33e-11), FPY(name='Eu-152n', element_name='Europium', Z=63, A=152, half_life=5760.0, independent_yield_percent=9.07e-11, cumulative_yield_percent=9.07e-11), FPY(name='Sb-120', element_name='Antimony', Z=51, A=120, half_life=953.4000000000001, independent_yield_percent=9.03e-11, cumulative_yield_percent=9.03e-11), FPY(name='I-146', element_name='Iodine', Z=53, A=146, half_life=0.0, independent_yield_percent=9.02e-11, cumulative_yield_percent=9.02e-11), FPY(name='Sr-85', element_name='Strontium', Z=38, A=85, half_life=5602176.0, independent_yield_percent=3.92e-11, cumulative_yield_percent=7.35e-11), FPY(name='Fe-72', element_name='Iron', Z=26, A=72, half_life=1.5000000000000002e-07, independent_yield_percent=7.15e-11, cumulative_yield_percent=7.15e-11), FPY(name='Pd-130', element_name='Palladium', Z=46, A=130, half_life=0.0, independent_yield_percent=6.79e-11, cumulative_yield_percent=6.79e-11), FPY(name='Mn-68', element_name='Manganese', Z=25, A=68, half_life=0.028, independent_yield_percent=6.66e-11, cumulative_yield_percent=6.66e-11), FPY(name='Se-95', element_name='Selenium', Z=34, A=95, half_life=0.0, independent_yield_percent=6.63e-11, cumulative_yield_percent=6.63e-11), FPY(name='Te-144', element_name='Tellurium', Z=52, A=144, half_life=0.0, independent_yield_percent=5.58e-11, cumulative_yield_percent=5.58e-11), FPY(name='Kr-101', element_name='Krypton', Z=36, A=101, half_life=0.0, independent_yield_percent=4.14e-11, cumulative_yield_percent=4.14e-11), FPY(name='Sr-85m', element_name='Strontium', Z=38, A=85, half_life=4057.7999999999997, independent_yield_percent=3.92e-11, cumulative_yield_percent=3.92e-11), FPY(name='Ba-153', element_name='Barium', Z=56, A=153, half_life=0.158, independent_yield_percent=3.73e-11, cumulative_yield_percent=3.73e-11), FPY(name='Sn-139', element_name='Tin', Z=50, A=139, half_life=0.0, independent_yield_percent=3.68e-11, cumulative_yield_percent=3.68e-11), FPY(name='Rh-101', element_name='Rhodium', Z=45, A=101, half_life=104068800.0, independent_yield_percent=3.26e-11, cumulative_yield_percent=3.26e-11), FPY(name='La-155', element_name='Lanthanum', Z=57, A=155, half_life=0.184, independent_yield_percent=2.95e-11, cumulative_yield_percent=2.95e-11), FPY(name='Tb-171', element_name='Terbium', Z=65, A=171, half_life=0.5, independent_yield_percent=2.92e-11, cumulative_yield_percent=2.92e-11), FPY(name='As-93', element_name='Arsenic', Z=33, A=93, half_life=0.0, independent_yield_percent=2.84e-11, cumulative_yield_percent=2.84e-11), FPY(name='Co-76', element_name='Cobalt', Z=27, A=76, half_life=0.0, independent_yield_percent=2.53e-11, cumulative_yield_percent=2.53e-11), FPY(name='Rb-103', element_name='Rubidium', Z=37, A=103, half_life=0.0, independent_yield_percent=2.38e-11, cumulative_yield_percent=2.38e-11), FPY(name='Nb-92', element_name='Niobium', Z=41, A=92, half_life=1094299200000000.0, independent_yield_percent=2.27e-11, cumulative_yield_percent=2.27e-11), FPY(name='I-147', element_name='Iodine', Z=53, A=147, half_life=0.0, independent_yield_percent=2.06e-11, cumulative_yield_percent=2.06e-11), FPY(name='Sb-142', element_name='Antimony', Z=51, A=142, half_life=0.0, independent_yield_percent=1.76e-11, cumulative_yield_percent=1.76e-11), FPY(name='Tc-97', element_name='Technetium', Z=43, A=97, half_life=132766560000000.0, independent_yield_percent=8.8e-12, cumulative_yield_percent=1.76e-11), FPY(name='As-74', element_name='Arsenic', Z=33, A=74, half_life=1535328.0, independent_yield_percent=4.99e-12, cumulative_yield_percent=1.66e-11), FPY(name='Zn-85', element_name='Zinc', Z=30, A=85, half_life=0.0, independent_yield_percent=1.54e-11, cumulative_yield_percent=1.54e-11), FPY(name='Ga-70', element_name='Gallium', Z=31, A=70, half_life=1268.4, independent_yield_percent=1.47e-11, cumulative_yield_percent=1.47e-11), FPY(name='Tb-158m', element_name='Terbium', Z=65, A=158, half_life=10.7, independent_yield_percent=1.33e-11, cumulative_yield_percent=1.33e-11), FPY(name='Se-96', element_name='Selenium', Z=34, A=96, half_life=0.0, independent_yield_percent=1.28e-11, cumulative_yield_percent=1.28e-11), FPY(name='Ag-128', element_name='Silver', Z=47, A=128, half_life=0.058, independent_yield_percent=1.12e-11, cumulative_yield_percent=1.25e-11), FPY(name='As-74m', element_name='Arsenic', Z=33, A=74, half_life=0.0, independent_yield_percent=1.16e-11, cumulative_yield_percent=1.16e-11), FPY(name='Y-87', element_name='Yttrium', Z=39, A=87, half_life=287280.0, independent_yield_percent=1e-11, cumulative_yield_percent=1e-11), FPY(name='Xe-149', element_name='Xenon', Z=54, A=149, half_life=0.0, independent_yield_percent=9.52e-12, cumulative_yield_percent=9.52e-12), FPY(name='Cs-151', element_name='Cesium', Z=55, A=151, half_life=0.05, independent_yield_percent=9.47e-12, cumulative_yield_percent=9.47e-12), FPY(name='Tc-97m', element_name='Technetium', Z=43, A=97, half_life=7862400.0, independent_yield_percent=8.8e-12, cumulative_yield_percent=8.8e-12), FPY(name='Rh-123', element_name='Rhodium', Z=45, A=123, half_life=0.0489, independent_yield_percent=8.52e-12, cumulative_yield_percent=8.52e-12), FPY(name='Mn-69', element_name='Manganese', Z=25, A=69, half_life=0.014, independent_yield_percent=8.03e-12, cumulative_yield_percent=8.03e-12), FPY(name='Sm-166', element_name='Samarium', Z=62, A=166, half_life=0.0, independent_yield_percent=6.43e-12, cumulative_yield_percent=6.43e-12), FPY(name='Ge-91', element_name='Germanium', Z=32, A=91, half_life=0.0, independent_yield_percent=6.14e-12, cumulative_yield_percent=6.14e-12), FPY(name='Fe-73', element_name='Iron', Z=26, A=73, half_life=0.0, independent_yield_percent=5.54e-12, cumulative_yield_percent=5.54e-12), FPY(name='Br-78', element_name='Bromine', Z=35, A=78, half_life=387.0, independent_yield_percent=4.94e-12, cumulative_yield_percent=4.94e-12), FPY(name='Tb-157', element_name='Terbium', Z=65, A=157, half_life=2239056000.0, independent_yield_percent=4.93e-12, cumulative_yield_percent=4.93e-12), FPY(name='Y-109', element_name='Yttrium', Z=39, A=109, half_life=0.0, independent_yield_percent=4.46e-12, cumulative_yield_percent=4.46e-12), FPY(name='Sb-119', element_name='Antimony', Z=51, A=119, half_life=137483.99999999997, independent_yield_percent=3.89e-12, cumulative_yield_percent=3.89e-12), FPY(name='Ce-158', element_name='Cerium', Z=58, A=158, half_life=0.0, independent_yield_percent=3.87e-12, cumulative_yield_percent=3.87e-12), FPY(name='Nd-162', element_name='Neodymium', Z=60, A=162, half_life=0.0, independent_yield_percent=3.48e-12, cumulative_yield_percent=3.48e-12), FPY(name='Eu-168', element_name='Europium', Z=63, A=168, half_life=0.0, independent_yield_percent=2.85e-12, cumulative_yield_percent=2.85e-12), FPY(name='Pr-160', element_name='Praseodymium', Z=59, A=160, half_life=0.0, independent_yield_percent=2.82e-12, cumulative_yield_percent=2.82e-12), FPY(name='Gd-170', element_name='Gadolinium', Z=64, A=170, half_life=0.0, independent_yield_percent=2.68e-12, cumulative_yield_percent=2.68e-12), FPY(name='Cs-131', element_name='Cesium', Z=55, A=131, half_life=837129.6000000001, independent_yield_percent=2.54e-12, cumulative_yield_percent=2.54e-12), FPY(name='Cr-66', element_name='Chromium', Z=24, A=66, half_life=0.01, independent_yield_percent=2.41e-12, cumulative_yield_percent=2.41e-12), FPY(name='Mo-115', element_name='Molybdenum', Z=42, A=115, half_life=0.092, independent_yield_percent=2.37e-12, cumulative_yield_percent=2.37e-12), FPY(name='Ag-110m', element_name='Silver', Z=47, A=110, half_life=21579263.999999996, independent_yield_percent=2.28e-12, cumulative_yield_percent=2.28e-12), FPY(name='Zr-111', element_name='Zirconium', Z=40, A=111, half_life=0.0, independent_yield_percent=2.1e-12, cumulative_yield_percent=2.1e-12), FPY(name='Zr-89', element_name='Zirconium', Z=40, A=89, half_life=282275.99999999994, independent_yield_percent=2.07e-12, cumulative_yield_percent=2.07e-12), FPY(name='Pm-164', element_name='Promethium', Z=61, A=164, half_life=0.0, independent_yield_percent=1.66e-12, cumulative_yield_percent=1.66e-12), FPY(name='Ni-80', element_name='Nickel', Z=28, A=80, half_life=0.0, independent_yield_percent=1.56e-12, cumulative_yield_percent=1.56e-12), FPY(name='Pd-128', element_name='Palladium', Z=46, A=128, half_life=0.0, independent_yield_percent=1.34e-12, cumulative_yield_percent=1.34e-12), FPY(name='Nb-113', element_name='Niobium', Z=41, A=113, half_life=0.03, independent_yield_percent=1.29e-12, cumulative_yield_percent=1.29e-12), FPY(name='Ho-164', element_name='Holmium', Z=67, A=164, half_life=1740.0, independent_yield_percent=0.0, cumulative_yield_percent=1.15e-12), FPY(name='In-114', element_name='Indium', Z=49, A=114, half_life=71.9, independent_yield_percent=0.0, cumulative_yield_percent=1.09e-12), FPY(name='Tb-172', element_name='Terbium', Z=65, A=172, half_life=0.0, independent_yield_percent=1.05e-12, cumulative_yield_percent=1.05e-12), FPY(name='Rh-124', element_name='Rhodium', Z=45, A=124, half_life=0.0, independent_yield_percent=1.04e-12, cumulative_yield_percent=1.04e-12), FPY(name='Ba-133', element_name='Barium', Z=56, A=133, half_life=331862400.0, independent_yield_percent=1.04e-12, cumulative_yield_percent=1.04e-12), FPY(name='Ag-110', element_name='Silver', Z=47, A=110, half_life=24.6, independent_yield_percent=0.0, cumulative_yield_percent=1.01e-12), FPY(name='Cu-83', element_name='Copper', Z=29, A=83, half_life=0.0, independent_yield_percent=7.31e-13, cumulative_yield_percent=7.31e-13), FPY(name='Co-77', element_name='Cobalt', Z=27, A=77, half_life=0.0, independent_yield_percent=6.53e-13, cumulative_yield_percent=6.53e-13), FPY(name='Tc-118', element_name='Technetium', Z=43, A=118, half_life=0.066, independent_yield_percent=5.89e-13, cumulative_yield_percent=5.89e-13), FPY(name='La-156', element_name='Lanthanum', Z=57, A=156, half_life=0.0, independent_yield_percent=4.87e-13, cumulative_yield_percent=4.87e-13), FPY(name='Ru-121', element_name='Ruthenium', Z=44, A=121, half_life=0.0, independent_yield_percent=3.78e-13, cumulative_yield_percent=3.78e-13), FPY(name='Cs-152', element_name='Cesium', Z=55, A=152, half_life=0.0, independent_yield_percent=1.27e-13, cumulative_yield_percent=1.27e-13), FPY(name='Zr-112', element_name='Zirconium', Z=40, A=112, half_life=0.0, independent_yield_percent=8.89e-14, cumulative_yield_percent=8.89e-14), FPY(name='Y-110', element_name='Yttrium', Z=39, A=110, half_life=0.0, independent_yield_percent=7.9e-14, cumulative_yield_percent=7.9e-14), FPY(name='Co-78', element_name='Cobalt', Z=27, A=78, half_life=0.0, independent_yield_percent=4.28e-14, cumulative_yield_percent=4.28e-14), FPY(name='Nb-114', element_name='Niobium', Z=41, A=114, half_life=0.0, independent_yield_percent=3.74e-14, cumulative_yield_percent=3.74e-14), FPY(name='Mo-117', element_name='Molybdenum', Z=42, A=117, half_life=0.0, independent_yield_percent=2.32e-14, cumulative_yield_percent=2.32e-14), FPY(name='Ce-159', element_name='Cerium', Z=58, A=159, half_life=0.0, independent_yield_percent=1.28e-14, cumulative_yield_percent=1.28e-14), FPY(name='Fe-75', element_name='Iron', Z=26, A=75, half_life=0.0, independent_yield_percent=1e-14, cumulative_yield_percent=1e-14), FPY(name='Tc-119', element_name='Technetium', Z=43, A=119, half_life=0.0, independent_yield_percent=7.58e-15, cumulative_yield_percent=7.58e-15), FPY(name='Pr-161', element_name='Praseodymium', Z=59, A=161, half_life=0.0, independent_yield_percent=7.13e-15, cumulative_yield_percent=7.13e-15), FPY(name='La-157', element_name='Lanthanum', Z=57, A=157, half_life=0.0, independent_yield_percent=5.31e-15, cumulative_yield_percent=5.31e-15), FPY(name='Y-106', element_name='Yttrium', Z=39, A=106, half_life=0.066, independent_yield_percent=4.98e-15, cumulative_yield_percent=4.98e-15), FPY(name='Ag-129', element_name='Silver', Z=47, A=129, half_life=0.046, independent_yield_percent=2.92e-15, cumulative_yield_percent=2.92e-15), FPY(name='Y-107', element_name='Yttrium', Z=39, A=107, half_life=0.03, independent_yield_percent=6.28e-16, cumulative_yield_percent=6.28e-16), FPY(name='Mn-72', element_name='Manganese', Z=25, A=72, half_life=0.0, independent_yield_percent=6.08e-16, cumulative_yield_percent=6.08e-16), FPY(name='Cr-69', element_name='Chromium', Z=24, A=69, half_life=0.0, independent_yield_percent=2.11e-16, cumulative_yield_percent=2.11e-16), FPY(name='Mn-73', element_name='Manganese', Z=25, A=73, half_life=0.0, independent_yield_percent=6.41e-17, cumulative_yield_percent=6.41e-17), FPY(name='Pm-166', element_name='Promethium', Z=61, A=166, half_life=0.0, independent_yield_percent=5.47e-17, cumulative_yield_percent=5.47e-17), FPY(name='Pr-162', element_name='Praseodymium', Z=59, A=162, half_life=0.0, independent_yield_percent=2.96e-17, cumulative_yield_percent=2.96e-17), FPY(name='V-66', element_name='Vanadium', Z=23, A=66, half_life=0.0, independent_yield_percent=2.05e-17, cumulative_yield_percent=2.05e-17), FPY(name='Y-108', element_name='Yttrium', Z=39, A=108, half_life=0.048, independent_yield_percent=9.19e-19, cumulative_yield_percent=9.19e-19), FPY(name='Cr-67', element_name='Chromium', Z=24, A=67, half_life=0.05, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Cr-68', element_name='Chromium', Z=24, A=68, half_life=0.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Cr-70', element_name='Chromium', Z=24, A=70, half_life=0.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Mn-70', element_name='Manganese', Z=25, A=70, half_life=0.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Mn-71', element_name='Manganese', Z=25, A=71, half_life=0.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Fe-74', element_name='Iron', Z=26, A=74, half_life=0.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Fe-76', element_name='Iron', Z=26, A=76, half_life=0.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ni-82', element_name='Nickel', Z=28, A=82, half_life=0.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Cu-79', element_name='Copper', Z=29, A=79, half_life=0.188, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Cu-81', element_name='Copper', Z=29, A=81, half_life=0.028, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Zn-81', element_name='Zinc', Z=30, A=81, half_life=0.32, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ga-66', element_name='Gallium', Z=31, A=66, half_life=34164.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ga-67', element_name='Gallium', Z=31, A=67, half_life=281810.88, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ga-68', element_name='Gallium', Z=31, A=68, half_life=4062.5999999999995, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ge-66', element_name='Germanium', Z=32, A=66, half_life=8136.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ge-67', element_name='Germanium', Z=32, A=67, half_life=1134.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ge-68', element_name='Germanium', Z=32, A=68, half_life=23410080.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ge-69', element_name='Germanium', Z=32, A=69, half_life=140580.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ge-71', element_name='Germanium', Z=32, A=71, half_life=987552.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ge-71m', element_name='Germanium', Z=32, A=71, half_life=0.02041, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='As-69', element_name='Arsenic', Z=33, A=69, half_life=913.8000000000001, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='As-71', element_name='Arsenic', Z=33, A=71, half_life=235080.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='As-72', element_name='Arsenic', Z=33, A=72, half_life=93600.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='As-73', element_name='Arsenic', Z=33, A=73, half_life=6937920.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Se-72', element_name='Selenium', Z=34, A=72, half_life=725760.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Se-73', element_name='Selenium', Z=34, A=73, half_life=25740.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Se-73m', element_name='Selenium', Z=34, A=73, half_life=2388.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Se-75', element_name='Selenium', Z=34, A=75, half_life=10349856.000000002, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Br-75', element_name='Bromine', Z=35, A=75, half_life=5802.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Br-77', element_name='Bromine', Z=35, A=77, half_life=205329.59999999998, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Br-77m', element_name='Bromine', Z=35, A=77, half_life=256.8, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Kr-77', element_name='Krypton', Z=36, A=77, half_life=4464.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Kr-79', element_name='Krypton', Z=36, A=79, half_life=126144.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Kr-79m', element_name='Krypton', Z=36, A=79, half_life=50.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Rb-79', element_name='Rubidium', Z=37, A=79, half_life=1374.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Rb-81', element_name='Rubidium', Z=37, A=81, half_life=16459.2, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Sr-83', element_name='Strontium', Z=38, A=83, half_life=116676.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Sr-105', element_name='Strontium', Z=38, A=105, half_life=0.055600000000000004, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Sr-106', element_name='Strontium', Z=38, A=106, half_life=0.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Sr-107', element_name='Strontium', Z=38, A=107, half_life=0.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Sr-108', element_name='Strontium', Z=38, A=108, half_life=0.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Y-85', element_name='Yttrium', Z=39, A=85, half_life=9648.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Y-97m', element_name='Yttrium', Z=39, A=97, half_life=1.17, independent_yield_percent=1.57, cumulative_yield_percent=0.0), FPY(name='Zr-87', element_name='Zirconium', Z=40, A=87, half_life=6048.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Zr-88', element_name='Zirconium', Z=40, A=88, half_life=7205760.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Nb-89', element_name='Niobium', Z=41, A=89, half_life=7307.999999999999, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Nb-90', element_name='Niobium', Z=41, A=90, half_life=52560.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Nb-91', element_name='Niobium', Z=41, A=91, half_life=21444480000.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Mo-90', element_name='Molybdenum', Z=42, A=90, half_life=20412.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Mo-91', element_name='Molybdenum', Z=42, A=91, half_life=929.4, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Mo-93', element_name='Molybdenum', Z=42, A=93, half_life=126144000000.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Mo-93m', element_name='Molybdenum', Z=42, A=93, half_life=24660.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Mo-116', element_name='Molybdenum', Z=42, A=116, half_life=0.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Tc-93', element_name='Technetium', Z=43, A=93, half_life=9900.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Tc-95', element_name='Technetium', Z=43, A=95, half_life=72000.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Tc-95m', element_name='Technetium', Z=43, A=95, half_life=5270400.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ru-95', element_name='Ruthenium', Z=44, A=95, half_life=5914.8, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ru-97', element_name='Ruthenium', Z=44, A=97, half_life=244512.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ru-122', element_name='Ruthenium', Z=44, A=122, half_life=0.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ru-124', element_name='Ruthenium', Z=44, A=124, half_life=0.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Rh-99', element_name='Rhodium', Z=45, A=99, half_life=1391040.0000000002, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Rh-101m', element_name='Rhodium', Z=45, A=101, half_life=374975.99999999994, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Rh-106m', element_name='Rhodium', Z=45, A=106, half_life=7860.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Rh-108m', element_name='Rhodium', Z=45, A=108, half_life=360.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Pd-99', element_name='Palladium', Z=46, A=99, half_life=1284.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Pd-101', element_name='Palladium', Z=46, A=101, half_life=30492.000000000004, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Pd-103', element_name='Palladium', Z=46, A=103, half_life=1468022.4000000001, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Pd-107m', element_name='Palladium', Z=46, A=107, half_life=21.3, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Pd-125', element_name='Palladium', Z=46, A=125, half_life=0.3987, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Pd-126', element_name='Palladium', Z=46, A=126, half_life=0.2499, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Pd-127', element_name='Palladium', Z=46, A=127, half_life=0.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Pd-129', element_name='Palladium', Z=46, A=129, half_life=0.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ag-103', element_name='Silver', Z=47, A=103, half_life=3942.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ag-105', element_name='Silver', Z=47, A=105, half_life=3567456.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ag-105m', element_name='Silver', Z=47, A=105, half_life=433.8, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ag-106', element_name='Silver', Z=47, A=106, half_life=1437.6000000000001, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ag-106m', element_name='Silver', Z=47, A=106, half_life=715391.9999999999, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ag-107m', element_name='Silver', Z=47, A=107, half_life=44.3, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ag-108', element_name='Silver', Z=47, A=108, half_life=142.92000000000002, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Ag-108m', element_name='Silver', Z=47, A=108, half_life=13812768000.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Cd-105', element_name='Cadmium', Z=48, A=105, half_life=3330.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Cd-107', element_name='Cadmium', Z=48, A=107, half_life=23400.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Cd-109', element_name='Cadmium', Z=48, A=109, half_life=39864960.0, independent_yield_percent=0.0, cumulative_yield_percent=0.0), FPY(name='Cd-111m', element_name='Cadmium', Z=48, A=111, half_life=2912.4, independent_yield_percent=0.0, cumulative_yield_percent=0.0), ...]
'''Min and Max mass number A'''
print('Min A = ',min([fpy.A for fpy in fpy_az]))
print('Max A = ',max([fpy.A for fpy in fpy_az]))
Min A = 66 Max A = 172
'''Function to plot a 3-D surface plot or a 2D surface plot'''
# to do
'Function to plot a 3-D surface plot or a 2D surface plot'
'''Plot FP yield on the A,Z plane'''
# to do
'Plot FP yield on the A,Z plane'
'''Plot function for nuclides yield'''
def plot_nuclides(fpy):
from matplotlib import pyplot as plt # import the pyplot function of the matplotlib package
(fig, ax) = plt.subplots(figsize=(18,7))
ordered_fpy = sorted( fpy, key=lambda entry: entry.Z, reverse=False)
ax.plot(range(len(fpy)), [nc.cumulative_yield_percent for nc in ordered_fpy],
'-.',color='black', marker='o',markersize=10)
ax.set_xlabel('Nuclide',fontsize=18)
ax.set_ylabel(r'Yield [%]',fontsize=18)
plt.xticks(range(0,len(fpy),2),[nc.name for nc in ordered_fpy][::2],rotation=70,fontsize=12)
ax.set_xlim((-1,len(fpy)))
# create a twin y axis to reconfigure the top x axis
ay1 = ax.twiny()
ay1.set_xlim(ax.get_xlim())
#ay1.xaxis.tick_top()
ay1.set_xticks([])
ay1.set_xticks(range(1,len(fpy),2),[nc.name for nc in ordered_fpy][1::2])
ay1.set_xticklabels([nc.name for nc in ordered_fpy][1::2],minor=True,fontsize=12,rotation=70)
plt.xticks(fontsize=12)
plt.yticks(fontsize=12)
plt.title('Cumulative (Decayed) Fission Products (>1% Yield)',fontsize=22)
ax.grid(True)
#plt.yscale('log')
plt.show()
return
'''Generate a list of nuclides with 1% or more fission yield'''
cfpy_1_percent = list() # this list will be used later
for fp in fpy_az:
if fp.cumulative_yield_percent >= 1.0:
cfpy_1_percent.append(fp)
print('# of FP nuclides = ', len(cfpy_1_percent))
# of FP nuclides = 155
'''Plot FP nuclides with 1% or more fission yield'''
plot_nuclides(cfpy_1_percent)
'''Plot function for nuclides half-life'''
def plot_nuclides(fpy):
from matplotlib import pyplot as plt # import the pyplot function of the matplotlib package
(fig, ax) = plt.subplots(figsize=(18,7))
ordered_fpy = sorted( fpy, key=lambda entry: entry.Z, reverse=False)
ax.plot( [nc.Z for nc in ordered_fpy], [nc.half_life/3600/24/365 for nc in ordered_fpy],
' ',color='black', marker='x',markersize=10 )
#plt.xticks(range(0,len(nuclides),20),[nc.symbol for nc in nuclides.values()][::20],rotation=0,fontsize=12)
min_z = min([nc.Z for nc in ordered_fpy])
max_z = max([nc.Z for nc in ordered_fpy])
ax.xaxis.set_ticks(range(min_z, max_z+1,2))
ax.set_xlim((min_z-1,max_z+1))
plt.xlabel(r'Nuclide Z Number',fontsize=18)
plt.ylabel(r'$T_{1/2} [a]$',fontsize=18)
plt.xticks(fontsize=14)
plt.yticks(fontsize=16)
# create a twin y axis to reconfigure the top x axis
ay1 = ax.twiny()
ay1.set_xlim(ax.get_xlim())
#ay1.xaxis.tick_top()
ay1.set_xticks([])
from mendeleev import element
#ay1.set_xticks(range(0,len(atoms),2),[atm.symbol for atm in atoms][::2],rotation=0,fontsize=12)
ay1.set_xticks(range(min_z,max_z+1), [element(z).symbol for z in range(min_z,max_z+1)])
ay1.set_xticklabels([element(z).symbol for z in range(min_z,max_z+1)],minor=True,fontsize=12)
min_a = min([nc.A for nc in ordered_fpy])
max_a = max([nc.A for nc in ordered_fpy])
plt.title(r'%i Nuclides: $%i \leq A \leq %i$ '%(len(fpy),min_a,max_a),fontsize=22)
ax.grid(True)
plt.yscale('log')
plt.show()
return
'''Plot half-life of nuclides'''
plot_nuclides(fpy_az)
For those with >=1%, >=0.1%, and >=0% yields.
'''Function to compute half-life times of given nuclides'''
def half_life_times(fp_list):
ordered_fp_list = sorted( fp_list, key=lambda entry: entry.Z, reverse=False )
#print(ordered_fp_list)
half_life_1_10 = list()
half_life_10_100 = list()
half_life_100_1000 = list()
half_life_1000_1M = list()
half_life_1M_10M = list()
half_life_10M_100M = list()
half_life_100M_infty = list()
z_0 = 0
for fp in ordered_fp_list:
h_f_y = fp.half_life/3600/24/365
name = fp.name
element_name = fp.element_name
assert fp.Z >= z_0
z_0 = fp.Z
save = (name,element_name)
if h_f_y >= 1 and h_f_y < 10:
half_life_1_10.append(save)
elif h_f_y >= 10 and h_f_y < 100:
half_life_10_100.append(save)
elif h_f_y >= 100 and h_f_y < 1000:
half_life_100_1000.append(save)
elif h_f_y >= 1000 and h_f_y < 1e+6:
half_life_1000_1M.append(save)
elif h_f_y >= 1e+6 and h_f_y < 10e+6:
half_life_1M_10M.append(save)
elif h_f_y >= 10e+6 and h_f_y < 100e+6:
half_life_10M_100M.append(save)
else:
half_life_100M_infty.append(save)
print('| Half-Life | FP Nuclides |')
print('|:-----------------|:------------|')
nuclides = str()
for ele in half_life_1_10:
nuclides += ele[0]+', '
print('|1 to 10 y |', nuclides[:-2],'|')
nuclides = str()
for ele in half_life_10_100:
nuclides += ele[0]+', '
print('|10 to 100 y |', nuclides[:-2],'|')
nuclides = str()
for ele in half_life_100_1000:
nuclides += ele[0]+', '
print('|100 to 1 ky |', nuclides[:-2],'|')
nuclides = str()
for ele in half_life_1000_1M:
nuclides += ele[0]+', '
print('|1 ky to 1 My |', nuclides[:-2],'|')
nuclides = str()
for ele in half_life_1M_10M:
nuclides += ele[0]+', '
print('|1 My to 10 My |', nuclides[:-2],'|')
nuclides = str()
for ele in half_life_10M_100M:
nuclides += ele[0]+', '
print('|10 My to 100 My |', nuclides[:-2],'|')
nuclides = str()
for ele in half_life_100M_infty:
nuclides += ele[0]+', '
#print('|100 My or greater |', nuclides[:-2],'|')
#print('')
#print('1 to 10 years = ',half_life_1_10)
#print('10 to 100 years = ',half_life_10_100)
#print('100 to 1k years = ',half_life_100_1000)
#print('1k to 1M years = ',half_life_1000_1M)
#print('1M to 10M years = ',half_life_1M_10M)
#print('10M to 100M years = ',half_life_10M_100M)
#print('100M to --> years = ',half_life_100M_infty)
return
'''Compute half-life times of cumulative FP with >1% yield'''
print('total # of FP nuclides = ', len(cfpy_1_percent))
print('')
half_life_times( cfpy_1_percent ) # call the function
total # of FP nuclides = 155 | Half-Life | FP Nuclides | |:-----------------|:------------| |1 to 10 y | Pm-147 | |10 to 100 y | Sr-90, Nb-93m, Cs-137 | |100 to 1 ky | | |1 ky to 1 My | Tc-99 | |1 My to 10 My | Zr-93, Cs-135 | |10 My to 100 My | |
Half-Life | $^{235}$U FP Nuclides |
---|---|
1 to 10 y | Pm-147 |
10 to 100 y | Sr-90, Nb-93m, Cs-137 |
100 to 1 ky | |
1 ky to 1 My | Tc-99 |
1 My to 10 My | Zr-93, Cs-135 |
10 My to 100 My |
'''Compute half-life times of cumulative FP with >0.1% yield'''
cfpy_0dot1_percent = list()
for fp in fpy_az:
if fp.cumulative_yield_percent >= 0.1:
cfpy_0dot1_percent.append(fp)
print('total # of FP nuclides = ', len(cfpy_0dot1_percent))
print('')
half_life_times( cfpy_0dot1_percent )
total # of FP nuclides = 265 | Half-Life | FP Nuclides | |:-----------------|:------------| |1 to 10 y | Ru-106, Pm-147 | |10 to 100 y | Kr-85, Sr-90, Nb-93m, Cs-137, Sm-151 | |100 to 1 ky | | |1 ky to 1 My | Tc-99 | |1 My to 10 My | Zr-93, Pd-107, Cs-135 | |10 My to 100 My | I-129 |
Half-Life | $^{235}$U FP Nuclides |
---|---|
1 to 10 y | Ru-106, Pm-147 |
10 to 100 y | Kr-85, Sr-90, Nb-93m, Cs-137, Sm-151 |
100 to 1 ky | |
1 ky to 1 My | Tc-99 |
1 My to 10 My | Zr-93, Pd-107, Cs-135 |
10 My to 100 My | I-129 |
'''Compute half-life times of cumulative FP all yields'''
print('total # of FP nuclides = ', len(fpy_az))
print('')
half_life_times( fpy_az ) # call the function
total # of FP nuclides = 1111 | Half-Life | FP Nuclides | |:-----------------|:------------| |1 to 10 y | Ru-106, Rh-102m, Rh-101, Cd-109, Sb-125, Cs-134, Pm-147, Pm-146, Eu-155, Eu-154, Tm-171, Hf-172 | |10 to 100 y | Kr-85, Sr-90, Nb-93m, Cd-113m, Sn-121m, Cs-137, Ba-133, Pm-145, Sm-151, Eu-152, Tb-157 | |100 to 1 ky | Nb-91, Ag-108m, Tb-158 | |1 ky to 1 My | Se-79, Kr-81, Nb-94, Mo-93, Tc-99, Sn-126, La-137, Ho-166m, Ho-163 | |1 My to 10 My | Zr-93, Tc-98, Tc-97, Pd-107, Cs-135 | |10 My to 100 My | Nb-92, I-129 |
Half-Life | $^{235}$U FP Nuclides |
---|---|
1 to 10 y | Ru-106, Rh-102m, Rh-101, Cd-109, Sb-125, Cs-134, Pm-147, Pm-146, Eu-155, Eu-154, Tm-171, Hf-172 |
10 to 100 y | Kr-85, Sr-90, Nb-93m, Cd-113m, Sn-121m, Cs-137, Ba-133, Pm-145, Sm-151, Eu-152, Tb-157 |
100 to 1 ky | Nb-91, Ag-108m, Tb-158 |
1 ky to 1 My | Se-79, Kr-81, Nb-94, Mo-93, Tc-99, Sn-126, La-137, Ho-166m, Ho-163 |
1 My to 10 My | Zr-93, Tc-98, Tc-97, Pd-107, Cs-135 |
10 My to 100 My | Nb-92, I-129 |