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paulromano/Covariance example.ipynb

Created August 28, 2025 04:19
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Covariance example.ipynb
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{
"cell_type": "code",
"execution_count": 1,
"id": "0b0518d9-c7cf-48b3-a3ff-e762fd9744d2",
"metadata": {},
"outputs": [],
"source": [
"import endf"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "19b48c13-14ae-4f4f-b031-c18e62e3f809",
"metadata": {},
"outputs": [],
"source": [
"fe56 = endf.Material('/opt/data/endf/endf-b-viii.1/neutrons/n-026_Fe_056.endf')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "4594e667-1c6d-4242-a69d-1f11aaa2d7b8",
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{
"data": {
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"execution_count": 3,
"metadata": {},
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],
"source": [
"# List the available (MF, MT)\n",
"fe56.sections"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "3ce76672-bc96-4df3-b469-030995ab0bf3",
"metadata": {},
"outputs": [],
"source": [
"# Get covariance data for elastic scattering\n",
"elastic_cov = fe56.section_data[33, 2]"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "97a1b4f1-5402-46e0-b95c-8c8a19866c93",
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"{'ZA': 26056,\n",
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" 'subsections': [{'XMF1': 0.0,\n",
" 'XLFS1': 0.0,\n",
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" 'NI': 2,\n",
" 'nc_subsections': [],\n",
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" 'LB': 5,\n",
" 'NT': 10,\n",
" 'NE': 4,\n",
" 'Ek': array([1.0e-05, 1.0e+05, 8.5e+05, 1.5e+08]),\n",
" 'Fkk': array([0. , 0. , 0. , 0.0009, 0. , 0. ])},\n",
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" 'LB': 5,\n",
" 'NT': 198135,\n",
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" 1.5822e+06, 1.6325e+06, 1.6843e+06, 1.7380e+06, 1.7929e+06,\n",
" 1.8498e+06, 1.9085e+06, 1.9691e+06, 2.0316e+06, 2.0961e+06,\n",
" 2.1627e+06, 2.2320e+06, 2.3021e+06, 2.3752e+06, 2.4506e+06,\n",
" 2.5284e+06, 2.6087e+06, 2.6915e+06, 2.7769e+06, 2.8650e+06,\n",
" 2.9560e+06, 3.0498e+06, 3.1466e+06, 3.2465e+06, 3.3496e+06,\n",
" 3.4559e+06, 3.5656e+06, 3.6800e+06, 3.7956e+06, 3.9161e+06,\n",
" 4.0404e+06, 4.1040e+06, 4.1686e+06, 4.2343e+06, 4.3009e+06,\n",
" 4.3687e+06, 4.4375e+06, 4.5074e+06, 4.5783e+06, 4.6504e+06,\n",
" 4.7237e+06, 4.7981e+06, 4.8736e+06, 4.9504e+06, 5.0283e+06,\n",
" 5.1075e+06, 5.1879e+06, 5.2696e+06, 5.3526e+06, 5.4369e+06,\n",
" 5.5225e+06, 5.6095e+06, 5.6978e+06, 5.7876e+06, 5.8787e+06,\n",
" 5.9713e+06, 6.0700e+06, 6.1608e+06, 6.2578e+06, 6.3564e+06,\n",
" 6.4565e+06, 6.5582e+06, 6.6614e+06, 6.7663e+06, 6.8729e+06,\n",
" 6.9811e+06, 7.0911e+06, 7.2027e+06, 7.3162e+06, 7.4314e+06,\n",
" 7.5484e+06, 7.6673e+06, 7.7900e+06, 7.9107e+06, 8.0352e+06,\n",
" 8.1618e+06, 8.2903e+06, 8.4208e+06, 8.5535e+06, 8.6882e+06,\n",
" 8.8250e+06, 8.9639e+06, 9.1051e+06, 9.2485e+06, 9.3941e+06,\n",
" 9.5421e+06, 9.6923e+06, 9.8450e+06, 1.0000e+07, 1.0125e+07,\n",
" 1.0250e+07, 1.0375e+07, 1.0500e+07, 1.0625e+07, 1.0750e+07,\n",
" 1.0875e+07, 1.1000e+07, 1.1125e+07, 1.1250e+07, 1.1375e+07,\n",
" 1.1500e+07, 1.1625e+07, 1.1750e+07, 1.1875e+07, 1.2000e+07,\n",
" 1.2125e+07, 1.2250e+07, 1.2375e+07, 1.2500e+07, 1.2625e+07,\n",
" 1.2750e+07, 1.2875e+07, 1.3000e+07, 1.3125e+07, 1.3250e+07,\n",
" 1.3375e+07, 1.3500e+07, 1.3625e+07, 1.3750e+07, 1.3875e+07,\n",
" 1.4000e+07, 1.4125e+07, 1.4250e+07, 1.4375e+07, 1.4500e+07,\n",
" 1.4625e+07, 1.4750e+07, 1.4875e+07, 1.5000e+07, 1.5125e+07,\n",
" 1.5250e+07, 1.5375e+07, 1.5500e+07, 1.5625e+07, 1.5750e+07,\n",
" 1.5875e+07, 1.6000e+07, 1.6125e+07, 1.6250e+07, 1.6375e+07,\n",
" 1.6500e+07, 1.6625e+07, 1.6750e+07, 1.6875e+07, 1.7000e+07,\n",
" 1.7125e+07, 1.7250e+07, 1.7375e+07, 1.7500e+07, 1.7625e+07,\n",
" 1.7750e+07, 1.7875e+07, 1.8000e+07, 1.8125e+07, 1.8250e+07,\n",
" 1.8375e+07, 1.8500e+07, 1.8625e+07, 1.8750e+07, 1.8875e+07,\n",
" 1.9000e+07, 1.9125e+07, 1.9250e+07, 1.9375e+07, 1.9500e+07,\n",
" 1.9625e+07, 1.9750e+07, 1.9875e+07, 2.0000e+07, 2.1000e+07,\n",
" 2.2000e+07, 2.3000e+07, 2.4000e+07, 2.5000e+07, 2.6000e+07,\n",
" 2.7000e+07, 2.8000e+07, 2.9000e+07, 1.5000e+08]),\n",
" 'Fkk': array([3.580200e-06, 5.108599e-06, 6.462803e-06, ..., 4.229030e-03,\n",
" 2.276263e-03, 2.477455e-03], shape=(197506,))}]}]}"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Show the nested dictionary of all data read\n",
"elastic_cov"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "acd9b1da-3ed9-4fe5-8147-49d68f3c83ea",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.13.5"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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