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Reduced Python API module imports

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This commit is contained in:
Will Boyd 2016-04-08 12:26:02 -04:00
parent 9a6ecd7259
commit ddfb01b3fe
14 changed files with 1563 additions and 1585 deletions
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43
docs/source/pythonapi/examples/mgxs-part-i.ipynb
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@ -146,8 +146,6 @@
"\n",
"import openmc\n",
"import openmc.mgxs as mgxs\n",
"from openmc.source import Source\n",
"from openmc.stats import Box\n",
"\n",
"%matplotlib inline"
]
@ -342,9 +340,11 @@
"settings_file.inactive = inactive\n",
"settings_file.particles = particles\n",
"settings_file.output = {'tallies': True}\n",
"\n",
"# Create an initial uniform spatial source distribution over fissionable zones\n",
"bounds = [-0.63, -0.63, -0.63, 0.63, 0.63, 0.63]\n",
"settings_file.source = Source(space=Box(\n",
" bounds[:3], bounds[3:], only_fissionable=True))\n",
"uniform_dist = openmc.stats.Box(bounds[:3], bounds[3:], only_fissionable=True)\n",
"settings_file.source = openmc.source.Source(space=uniform_dist)\n",
"\n",
"# Export to \"settings.xml\"\n",
"settings_file.export_to_xml()"
@ -518,10 +518,9 @@
" Copyright: 2011-2015 Massachusetts Institute of Technology\n",
" License: http://mit-crpg.github.io/openmc/license.html\n",
" Version: 0.7.1\n",
" Git SHA1: 5f252e2df51930b9175fd41bafa8db01f3eaeb92\n",
" Date/Time: 2016-03-23 14:42:51\n",
" Git SHA1: 9a6ecd72597338b40d2b72378e5ad6dd65df2364\n",
" Date/Time: 2016-04-08 11:43:10\n",
" MPI Processes: 1\n",
" OpenMP Threads: 16\n",
"\n",
" ===========================================================================\n",
" ========================> INITIALIZATION <=========================\n",
@ -606,20 +605,20 @@
"\n",
" =======================> TIMING STATISTICS <=======================\n",
"\n",
" Total time for initialization = 4.6200E-01 seconds\n",
" Reading cross sections = 1.3100E-01 seconds\n",
" Total time in simulation = 2.4000E+00 seconds\n",
" Time in transport only = 2.1340E+00 seconds\n",
" Time in inactive batches = 2.6400E-01 seconds\n",
" Time in active batches = 2.1360E+00 seconds\n",
" Time synchronizing fission bank = 2.0000E-03 seconds\n",
" Total time for initialization = 5.2800E-01 seconds\n",
" Reading cross sections = 1.3400E-01 seconds\n",
" Total time in simulation = 2.4026E+01 seconds\n",
" Time in transport only = 2.4011E+01 seconds\n",
" Time in inactive batches = 2.9230E+00 seconds\n",
" Time in active batches = 2.1103E+01 seconds\n",
" Time synchronizing fission bank = 3.0000E-03 seconds\n",
" Sampling source sites = 2.0000E-03 seconds\n",
" SEND/RECV source sites = 0.0000E+00 seconds\n",
" SEND/RECV source sites = 1.0000E-03 seconds\n",
" Time accumulating tallies = 0.0000E+00 seconds\n",
" Total time for finalization = 1.0000E-03 seconds\n",
" Total time elapsed = 2.8800E+00 seconds\n",
" Calculation Rate (inactive) = 94697.0 neutrons/second\n",
" Calculation Rate (active) = 46816.5 neutrons/second\n",
" Total time elapsed = 2.4570E+01 seconds\n",
" Calculation Rate (inactive) = 8552.86 neutrons/second\n",
" Calculation Rate (active) = 4738.66 neutrons/second\n",
"\n",
" ============================> RESULTS <============================\n",
"\n",
@ -914,7 +913,7 @@
" <td>6.250000e-07</td>\n",
" <td>total</td>\n",
" <td>(((total / flux) - (absorption / flux)) - (sca...</td>\n",
" <td>8.881784e-16</td>\n",
" <td>-3.774758e-15</td>\n",
" <td>0.011292</td>\n",
" </tr>\n",
" <tr>\n",
@ -924,7 +923,7 @@
" <td>2.000000e+01</td>\n",
" <td>total</td>\n",
" <td>(((total / flux) - (absorption / flux)) - (sca...</td>\n",
" <td>-9.992007e-16</td>\n",
" <td>1.443290e-15</td>\n",
" <td>0.002570</td>\n",
" </tr>\n",
" </tbody>\n",
@ -937,8 +936,8 @@
"1 1 6.25e-07 2.00e+01 total \n",
"\n",
" score mean std. dev. \n",
"0 (((total / flux) - (absorption / flux)) - (sca... 8.88e-16 1.13e-02 \n",
"1 (((total / flux) - (absorption / flux)) - (sca... -9.99e-16 2.57e-03 "
"0 (((total / flux) - (absorption / flux)) - (sca... -3.77e-15 1.13e-02 \n",
"1 (((total / flux) - (absorption / flux)) - (sca... 1.44e-15 2.57e-03 "
]
},
"execution_count": 23,

969
docs/source/pythonapi/examples/mgxs-part-ii.ipynb
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293
docs/source/pythonapi/examples/mgxs-part-iii.ipynb
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docs/source/pythonapi/examples/pandas-dataframes.ipynb
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docs/source/pythonapi/examples/post-processing.ipynb
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299
docs/source/pythonapi/examples/tally-arithmetic.ipynb
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@ -34,10 +34,6 @@
"import numpy as np\n",
"\n",
"import openmc\n",
"from openmc.statepoint import StatePoint\n",
"from openmc.summary import Summary\n",
"from openmc.source import Source\n",
"from openmc.stats import Box\n",
"\n",
"%matplotlib inline"
]
@ -289,9 +285,11 @@
"settings_file.inactive = inactive\n",
"settings_file.particles = particles\n",
"settings_file.output = {'tallies': True}\n",
"source_bounds = [-0.63, -0.63, -0.63, 0.63, 0.63, 0.63]\n",
"settings_file.source = Source(space=Box(\n",
" source_bounds[:3], source_bounds[3:]))\n",
"\n",
"# Create an initial uniform spatial source distribution over fissionable zones\n",
"bounds = [-0.63, -0.63, -0.63, 0.63, 0.63, 0.63]\n",
"uniform_dist = openmc.stats.Box(bounds[:3], bounds[3:], only_fissionable=True)\n",
"settings_file.source = openmc.source.Source(space=uniform_dist)\n",
"\n",
"# Export to \"settings.xml\"\n",
"settings_file.export_to_xml()"
@ -366,7 +364,7 @@
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAPoAAAD6AgMAAAD1grKuAAAABGdBTUEAALGPC/xhBQAAACBjSFJN\nAAB6JgAAgIQAAPoAAACA6AAAdTAAAOpgAAA6mAAAF3CculE8AAAADFBMVEX///9yEhLpgJFNv8Tq\nQYT7AAAAAWJLR0QAiAUdSAAAAAd0SU1FB+ADFxIyLefz284AAALKSURBVGje7dpLcqQwDAbgHHE2\nYeEj+D4cwQucBUfo+3CEXoSp8OhuhF70T4qpKXmdr21LogK2Pj7A8QmNP+HDhw8fPnz48Kf6VH9G\n+66vy+je8k19jnf8C5dXIPv86ms56lPdjvaYbyodx3ze+XLE76cXFiD4zPji99z0/AJ4n1lfvJ6f\nnl0A6x+578efMSg1wPr172/jPO5yFXM+Ef78gdblM+WPHyguP//t1/g6pA0wfln+ho/fwgYYn19C\n/xwDvwHGc9OvC+hs37DTrwuwfWanXxdQTC9Mvyygs3wjTL8uwPJpn/tNDbSGz7T0SBEWw4vLXzbQ\n6b6RoveIoO6TvPxlA63qs7z8ZQPF9F+SH22vbX8OQKf5Rtv+EgDNJ3X58wZaxWd1+fMGiuFvir8b\nvjp8J/tGy/6jAmRvhW8fwL3vVT+o3grfPoB7r/IpALI3tz8FoJN84/NV873hB8UnM3xzANtf8nb4\ndwmg3grfFEDJO8JPE0i9Ff4pAYL3pI8mkHor/HMCeO9JH00g9SafEsh7T/ppARBvp48UwJnelT5S\nACd7O31TAlnvKx9SQCd7B58KgPO+8iMFuPWe9E8F8BveWX7bAjzX9y4//Jve+fhsH6Ctv7n8PTzj\nvY/v9gEOHz58+PBX+6v/f/wPvnd54f3j6venE/yl769Xv7+j3x/o98/V32/o9+fl389Xnx+g5x/o\n+Qt6/oOeP6HnX+j5G3z+h54/ouefV5/foufP6Pk3ev4On/+j9w/o/Qd6/4Le/6D3T/D9V67Y/ZsV\nQBq+s+8f0ftP+P41axXguP9NWgDuu/Cdfv+N3r/D9/9TAID+A7T/Ae2/gPs/0P4TtP8F7r9J3AIO\n9P+g/Udw/9Oygbf7r9D+L7j/DO1/Q/vv4P4/tP8Q7n9E+y/h/k+0/xTuf4X7b+H+X7T/+BPuf3aM\n8OHDhw8fPnz4w/4vzcvgeY10sY0AAAAldEVYdGRhdGU6Y3JlYXRlADIwMTYtMDMtMjNUMTQ6NTA6\nNDUtMDQ6MDD1gtVmAAAAJXRFWHRkYXRlOm1vZGlmeQAyMDE2LTAzLTIzVDE0OjUwOjQ1LTA0OjAw\nhN9t2gAAAABJRU5ErkJggg==\n",
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAPoAAAD6AgMAAAD1grKuAAAABGdBTUEAALGPC/xhBQAAACBjSFJN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\ncHwzdwAAAABJRU5ErkJggg==\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
@ -570,10 +568,9 @@
" Copyright: 2011-2015 Massachusetts Institute of Technology\n",
" License: http://mit-crpg.github.io/openmc/license.html\n",
" Version: 0.7.1\n",
" Git SHA1: 5f252e2df51930b9175fd41bafa8db01f3eaeb92\n",
" Date/Time: 2016-03-23 14:50:46\n",
" Git SHA1: 9a6ecd72597338b40d2b72378e5ad6dd65df2364\n",
" Date/Time: 2016-04-08 12:15:26\n",
" MPI Processes: 1\n",
" OpenMP Threads: 16\n",
"\n",
" ===========================================================================\n",
" ========================> INITIALIZATION <=========================\n",
@ -600,26 +597,26 @@
"\n",
" Bat./Gen. k Average k \n",
" ========= ======== ==================== \n",
" 1/1 1.03167 \n",
" 2/1 1.03535 \n",
" 3/1 1.02709 \n",
" 4/1 1.00637 \n",
" 5/1 0.99250 \n",
" 6/1 1.06116 \n",
" 7/1 1.04289 1.05202 +/- 0.00913\n",
" 8/1 1.04779 1.05061 +/- 0.00546\n",
" 9/1 1.04695 1.04969 +/- 0.00397\n",
" 10/1 0.98778 1.03731 +/- 0.01276\n",
" 11/1 1.05810 1.04078 +/- 0.01098\n",
" 12/1 1.01539 1.03715 +/- 0.00996\n",
" 13/1 1.08644 1.04331 +/- 0.01060\n",
" 14/1 1.06425 1.04564 +/- 0.00963\n",
" 15/1 1.01768 1.04284 +/- 0.00906\n",
" 16/1 1.05877 1.04429 +/- 0.00832\n",
" 17/1 1.02195 1.04243 +/- 0.00782\n",
" 18/1 1.02488 1.04108 +/- 0.00732\n",
" 19/1 1.06285 1.04263 +/- 0.00695\n",
" 20/1 0.98751 1.03896 +/- 0.00744\n",
" 1/1 1.03471 \n",
" 2/1 1.03257 \n",
" 3/1 1.00600 \n",
" 4/1 1.04547 \n",
" 5/1 1.02287 \n",
" 6/1 1.05752 \n",
" 7/1 1.04283 1.05017 +/- 0.00734\n",
" 8/1 1.05189 1.05074 +/- 0.00428\n",
" 9/1 1.01645 1.04217 +/- 0.00909\n",
" 10/1 1.04978 1.04369 +/- 0.00721\n",
" 11/1 1.03459 1.04218 +/- 0.00608\n",
" 12/1 1.04019 1.04189 +/- 0.00514\n",
" 13/1 1.05985 1.04414 +/- 0.00499\n",
" 14/1 1.02111 1.04158 +/- 0.00509\n",
" 15/1 1.04774 1.04219 +/- 0.00459\n",
" 16/1 1.00733 1.03902 +/- 0.00523\n",
" 17/1 1.02224 1.03763 +/- 0.00497\n",
" 18/1 1.03263 1.03724 +/- 0.00459\n",
" 19/1 1.01611 1.03573 +/- 0.00451\n",
" 20/1 1.04692 1.03648 +/- 0.00426\n",
" Creating state point statepoint.20.h5...\n",
"\n",
" ===========================================================================\n",
@ -629,27 +626,27 @@
"\n",
" =======================> TIMING STATISTICS <=======================\n",
"\n",
" Total time for initialization = 5.0400E-01 seconds\n",
" Reading cross sections = 1.5000E-01 seconds\n",
" Total time in simulation = 2.1570E+00 seconds\n",
" Time in transport only = 1.9760E+00 seconds\n",
" Time in inactive batches = 3.3600E-01 seconds\n",
" Time in active batches = 1.8210E+00 seconds\n",
" Time synchronizing fission bank = 4.0000E-03 seconds\n",
" Sampling source sites = 3.0000E-03 seconds\n",
" SEND/RECV source sites = 1.0000E-03 seconds\n",
" Time accumulating tallies = 0.0000E+00 seconds\n",
" Total time for initialization = 6.6400E-01 seconds\n",
" Reading cross sections = 1.8900E-01 seconds\n",
" Total time in simulation = 3.0445E+01 seconds\n",
" Time in transport only = 3.0423E+01 seconds\n",
" Time in inactive batches = 4.4900E+00 seconds\n",
" Time in active batches = 2.5955E+01 seconds\n",
" Time synchronizing fission bank = 2.0000E-03 seconds\n",
" Sampling source sites = 2.0000E-03 seconds\n",
" SEND/RECV source sites = 0.0000E+00 seconds\n",
" Time accumulating tallies = 1.0000E-03 seconds\n",
" Total time for finalization = 2.0000E-03 seconds\n",
" Total time elapsed = 2.6800E+00 seconds\n",
" Calculation Rate (inactive) = 37202.4 neutrons/second\n",
" Calculation Rate (active) = 20593.1 neutrons/second\n",
" Total time elapsed = 3.1139E+01 seconds\n",
" Calculation Rate (inactive) = 2783.96 neutrons/second\n",
" Calculation Rate (active) = 1444.81 neutrons/second\n",
"\n",
" ============================> RESULTS <============================\n",
"\n",
" k-effective (Collision) = 1.03965 +/- 0.00597\n",
" k-effective (Track-length) = 1.03896 +/- 0.00744\n",
" k-effective (Absorption) = 1.03976 +/- 0.00606\n",
" Combined k-effective = 1.03991 +/- 0.00536\n",
" k-effective (Collision) = 1.03296 +/- 0.00669\n",
" k-effective (Track-length) = 1.03648 +/- 0.00426\n",
" k-effective (Absorption) = 1.03431 +/- 0.00702\n",
" Combined k-effective = 1.03621 +/- 0.00456\n",
" Leakage Fraction = 0.00000 +/- 0.00000\n",
"\n"
]
@ -697,7 +694,7 @@
"outputs": [],
"source": [
"# Load the statepoint file\n",
"sp = StatePoint('statepoint.20.h5')"
"sp = openmc.StatePoint('statepoint.20.h5')"
]
},
{
@ -717,7 +714,7 @@
"outputs": [],
"source": [
"# Load the summary file and link with statepoint\n",
"su = Summary('summary.h5')\n",
"su = openmc.Summary('summary.h5')\n",
"sp.link_with_summary(su)"
]
},
@ -756,8 +753,8 @@
" <th>0</th>\n",
" <td>total</td>\n",
" <td>(nu-fission / absorption)</td>\n",
" <td>1.036847</td>\n",
" <td>0.009685</td>\n",
" <td>1.038387</td>\n",
" <td>0.006141</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -765,7 +762,7 @@
],
"text/plain": [
" nuclide score mean std. dev.\n",
"0 total (nu-fission / absorption) 1.04e+00 9.69e-03"
"0 total (nu-fission / absorption) 1.04e+00 6.14e-03"
]
},
"execution_count": 26,
@ -820,8 +817,8 @@
" <td>6.250000e-07</td>\n",
" <td>total</td>\n",
" <td>absorption</td>\n",
" <td>0.692034</td>\n",
" <td>0.007217</td>\n",
" <td>0.693337</td>\n",
" <td>0.004109</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -829,7 +826,7 @@
],
"text/plain": [
" energy low [MeV] energy high [MeV] nuclide score mean std. dev.\n",
"0 0.00e+00 6.25e-07 total absorption 6.92e-01 7.22e-03"
"0 0.00e+00 6.25e-07 total absorption 6.93e-01 4.11e-03"
]
},
"execution_count": 27,
@ -882,8 +879,8 @@
" <td>6.250000e-07</td>\n",
" <td>total</td>\n",
" <td>nu-fission</td>\n",
" <td>1.202298</td>\n",
" <td>0.013385</td>\n",
" <td>1.203042</td>\n",
" <td>0.0076</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -891,7 +888,7 @@
],
"text/plain": [
" energy low [MeV] energy high [MeV] nuclide score mean std. dev.\n",
"0 0.00e+00 6.25e-07 total nu-fission 1.20e+00 1.34e-02"
"0 0.00e+00 6.25e-07 total nu-fission 1.20e+00 7.60e-03"
]
},
"execution_count": 28,
@ -947,8 +944,8 @@
" <td>10000</td>\n",
" <td>total</td>\n",
" <td>absorption</td>\n",
" <td>0.749151</td>\n",
" <td>0.009003</td>\n",
" <td>0.748413</td>\n",
" <td>0.004723</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -956,10 +953,10 @@
],
"text/plain": [
" energy low [MeV] energy high [MeV] cell nuclide score mean \\\n",
"0 0.00e+00 6.25e-07 10000 total absorption 7.49e-01 \n",
"0 0.00e+00 6.25e-07 10000 total absorption 7.48e-01 \n",
"\n",
" std. dev. \n",
"0 9.00e-03 "
"0 4.72e-03 "
]
},
"execution_count": 29,
@ -1013,8 +1010,8 @@
" <td>10000</td>\n",
" <td>total</td>\n",
" <td>(nu-fission / absorption)</td>\n",
" <td>1.663435</td>\n",
" <td>0.019976</td>\n",
" <td>1.663385</td>\n",
" <td>0.011253</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -1025,7 +1022,7 @@
"0 0.00e+00 6.25e-07 10000 total \n",
"\n",
" score mean std. dev. \n",
"0 (nu-fission / absorption) 1.66e+00 2.00e-02 "
"0 (nu-fission / absorption) 1.66e+00 1.13e-02 "
]
},
"execution_count": 30,
@ -1078,8 +1075,8 @@
" <td>10000</td>\n",
" <td>total</td>\n",
" <td>(((absorption * nu-fission) * absorption) * (n...</td>\n",
" <td>1.036847</td>\n",
" <td>0.023674</td>\n",
" <td>1.038387</td>\n",
" <td>0.01316</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -1090,7 +1087,7 @@
"0 0.00e+00 6.25e-07 10000 total \n",
"\n",
" score mean std. dev. \n",
"0 (((absorption * nu-fission) * absorption) * (n... 1.04e+00 2.37e-02 "
"0 (((absorption * nu-fission) * absorption) * (n... 1.04e+00 1.32e-02 "
]
},
"execution_count": 31,
@ -1160,8 +1157,8 @@
" <td>6.250000e-07</td>\n",
" <td>(U-238 / total)</td>\n",
" <td>(nu-fission / flux)</td>\n",
" <td>6.627781e-07</td>\n",
" <td>7.082494e-09</td>\n",
" <td>6.636968e-07</td>\n",
" <td>4.132875e-09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
@ -1170,8 +1167,8 @@
" <td>6.250000e-07</td>\n",
" <td>(U-238 / total)</td>\n",
" <td>(scatter / flux)</td>\n",
" <td>2.099843e-01</td>\n",
" <td>2.003686e-03</td>\n",
" <td>2.099856e-01</td>\n",
" <td>1.232455e-03</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
@ -1180,8 +1177,8 @@
" <td>6.250000e-07</td>\n",
" <td>(U-235 / total)</td>\n",
" <td>(nu-fission / flux)</td>\n",
" <td>3.547246e-01</td>\n",
" <td>3.854562e-03</td>\n",
" <td>3.552458e-01</td>\n",
" <td>2.252681e-03</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
@ -1190,8 +1187,8 @@
" <td>6.250000e-07</td>\n",
" <td>(U-235 / total)</td>\n",
" <td>(scatter / flux)</td>\n",
" <td>5.554185e-03</td>\n",
" <td>5.316706e-05</td>\n",
" <td>5.554345e-03</td>\n",
" <td>3.265385e-05</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
@ -1200,8 +1197,8 @@
" <td>2.000000e+01</td>\n",
" <td>(U-238 / total)</td>\n",
" <td>(nu-fission / flux)</td>\n",
" <td>7.151165e-03</td>\n",
" <td>5.480545e-05</td>\n",
" <td>7.126668e-03</td>\n",
" <td>5.296883e-05</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
@ -1210,8 +1207,8 @@
" <td>2.000000e+01</td>\n",
" <td>(U-238 / total)</td>\n",
" <td>(scatter / flux)</td>\n",
" <td>2.278981e-01</td>\n",
" <td>6.424480e-04</td>\n",
" <td>2.277460e-01</td>\n",
" <td>1.003558e-03</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
@ -1220,8 +1217,8 @@
" <td>2.000000e+01</td>\n",
" <td>(U-235 / total)</td>\n",
" <td>(nu-fission / flux)</td>\n",
" <td>8.073636e-03</td>\n",
" <td>4.374754e-05</td>\n",
" <td>8.010911e-03</td>\n",
" <td>6.802256e-05</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
@ -1230,8 +1227,8 @@
" <td>2.000000e+01</td>\n",
" <td>(U-235 / total)</td>\n",
" <td>(scatter / flux)</td>\n",
" <td>3.369592e-03</td>\n",
" <td>8.971220e-06</td>\n",
" <td>3.367794e-03</td>\n",
" <td>1.443644e-05</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -1249,14 +1246,14 @@
"7 10000 6.25e-07 2.00e+01 (U-235 / total) \n",
"\n",
" score mean std. dev. \n",
"0 (nu-fission / flux) 6.63e-07 7.08e-09 \n",
"1 (scatter / flux) 2.10e-01 2.00e-03 \n",
"2 (nu-fission / flux) 3.55e-01 3.85e-03 \n",
"3 (scatter / flux) 5.55e-03 5.32e-05 \n",
"4 (nu-fission / flux) 7.15e-03 5.48e-05 \n",
"5 (scatter / flux) 2.28e-01 6.42e-04 \n",
"6 (nu-fission / flux) 8.07e-03 4.37e-05 \n",
"7 (scatter / flux) 3.37e-03 8.97e-06 "
"0 (nu-fission / flux) 6.64e-07 4.13e-09 \n",
"1 (scatter / flux) 2.10e-01 1.23e-03 \n",
"2 (nu-fission / flux) 3.55e-01 2.25e-03 \n",
"3 (scatter / flux) 5.55e-03 3.27e-05 \n",
"4 (nu-fission / flux) 7.13e-03 5.30e-05 \n",
"5 (scatter / flux) 2.28e-01 1.00e-03 \n",
"6 (nu-fission / flux) 8.01e-03 6.80e-05 \n",
"7 (scatter / flux) 3.37e-03 1.44e-05 "
]
},
"execution_count": 33,
@ -1287,11 +1284,11 @@
"name": "stdout",
"output_type": "stream",
"text": [
"[[[ 6.62778145e-07]\n",
" [ 3.54724568e-01]]\n",
"[[[ 6.63696783e-07]\n",
" [ 3.55245846e-01]]\n",
"\n",
" [[ 7.15116511e-03]\n",
" [ 8.07363630e-03]]]\n"
" [[ 7.12666800e-03]\n",
" [ 8.01091088e-03]]]\n"
]
}
],
@ -1319,9 +1316,9 @@
"name": "stdout",
"output_type": "stream",
"text": [
"[[[ 0.00555418]]\n",
"[[[ 0.00555435]]\n",
"\n",
" [[ 0.00336959]]]\n"
" [[ 0.00336779]]]\n"
]
}
],
@ -1343,8 +1340,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
"[[[ 0.22789806]\n",
" [ 0.00336959]]]\n"
"[[[ 0.22774598]\n",
" [ 0.00336779]]]\n"
]
}
],
@ -1396,7 +1393,7 @@
" <td>U-238</td>\n",
" <td>nu-fission</td>\n",
" <td>0.000002</td>\n",
" <td>1.338459e-08</td>\n",
" <td>7.473789e-09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
@ -1405,8 +1402,8 @@
" <td>6.250000e-07</td>\n",
" <td>U-235</td>\n",
" <td>nu-fission</td>\n",
" <td>0.864141</td>\n",
" <td>7.363278e-03</td>\n",
" <td>0.861547</td>\n",
" <td>4.131310e-03</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
@ -1415,8 +1412,8 @@
" <td>2.000000e+01</td>\n",
" <td>U-238</td>\n",
" <td>nu-fission</td>\n",
" <td>0.082111</td>\n",
" <td>6.090952e-04</td>\n",
" <td>0.082356</td>\n",
" <td>5.560461e-04</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
@ -1425,8 +1422,8 @@
" <td>2.000000e+01</td>\n",
" <td>U-235</td>\n",
" <td>nu-fission</td>\n",
" <td>0.092703</td>\n",
" <td>4.695215e-04</td>\n",
" <td>0.092574</td>\n",
" <td>7.315442e-04</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -1435,15 +1432,15 @@
"text/plain": [
" cell energy low [MeV] energy high [MeV] nuclide score mean \\\n",
"0 10000 0.00e+00 6.25e-07 U-238 nu-fission 1.61e-06 \n",
"1 10000 0.00e+00 6.25e-07 U-235 nu-fission 8.64e-01 \n",
"2 10000 6.25e-07 2.00e+01 U-238 nu-fission 8.21e-02 \n",
"3 10000 6.25e-07 2.00e+01 U-235 nu-fission 9.27e-02 \n",
"1 10000 0.00e+00 6.25e-07 U-235 nu-fission 8.62e-01 \n",
"2 10000 6.25e-07 2.00e+01 U-238 nu-fission 8.24e-02 \n",
"3 10000 6.25e-07 2.00e+01 U-235 nu-fission 9.26e-02 \n",
"\n",
" std. dev. \n",
"0 1.34e-08 \n",
"1 7.36e-03 \n",
"2 6.09e-04 \n",
"3 4.70e-04 "
"0 7.47e-09 \n",
"1 4.13e-03 \n",
"2 5.56e-04 \n",
"3 7.32e-04 "
]
},
"execution_count": 37,
@ -1489,8 +1486,8 @@
" <td>1.080060e-07</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>4.591022</td>\n",
" <td>0.043961</td>\n",
" <td>4.599225</td>\n",
" <td>0.015973</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
@ -1499,8 +1496,8 @@
" <td>1.166529e-06</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>2.032481</td>\n",
" <td>0.010876</td>\n",
" <td>2.037260</td>\n",
" <td>0.011236</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
@ -1509,8 +1506,8 @@
" <td>1.259921e-05</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>1.654187</td>\n",
" <td>0.012130</td>\n",
" <td>1.662552</td>\n",
" <td>0.010280</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
@ -1519,8 +1516,8 @@
" <td>1.360790e-04</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>1.864771</td>\n",
" <td>0.011649</td>\n",
" <td>1.872201</td>\n",
" <td>0.012136</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
@ -1529,8 +1526,8 @@
" <td>1.469734e-03</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>2.056893</td>\n",
" <td>0.008555</td>\n",
" <td>2.080459</td>\n",
" <td>0.013155</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
@ -1539,8 +1536,8 @@
" <td>1.587401e-02</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>2.138833</td>\n",
" <td>0.015180</td>\n",
" <td>2.154996</td>\n",
" <td>0.011975</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
@ -1549,8 +1546,8 @@
" <td>1.714488e-01</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>2.207209</td>\n",
" <td>0.014853</td>\n",
" <td>2.218740</td>\n",
" <td>0.008528</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
@ -1559,8 +1556,8 @@
" <td>1.851749e+00</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>1.999407</td>\n",
" <td>0.009053</td>\n",
" <td>2.010517</td>\n",
" <td>0.009187</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
@ -1569,8 +1566,8 @@
" <td>2.000000e+01</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>0.368760</td>\n",
" <td>0.003373</td>\n",
" <td>0.372022</td>\n",
" <td>0.003196</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -1578,26 +1575,26 @@
],
"text/plain": [
" cell energy low [MeV] energy high [MeV] nuclide score mean \\\n",
"0 10002 1.00e-08 1.08e-07 H-1 scatter 4.59e+00 \n",
"1 10002 1.08e-07 1.17e-06 H-1 scatter 2.03e+00 \n",
"2 10002 1.17e-06 1.26e-05 H-1 scatter 1.65e+00 \n",
"3 10002 1.26e-05 1.36e-04 H-1 scatter 1.86e+00 \n",
"4 10002 1.36e-04 1.47e-03 H-1 scatter 2.06e+00 \n",
"5 10002 1.47e-03 1.59e-02 H-1 scatter 2.14e+00 \n",
"6 10002 1.59e-02 1.71e-01 H-1 scatter 2.21e+00 \n",
"7 10002 1.71e-01 1.85e+00 H-1 scatter 2.00e+00 \n",
"8 10002 1.85e+00 2.00e+01 H-1 scatter 3.69e-01 \n",
"0 10002 1.00e-08 1.08e-07 H-1 scatter 4.60e+00 \n",
"1 10002 1.08e-07 1.17e-06 H-1 scatter 2.04e+00 \n",
"2 10002 1.17e-06 1.26e-05 H-1 scatter 1.66e+00 \n",
"3 10002 1.26e-05 1.36e-04 H-1 scatter 1.87e+00 \n",
"4 10002 1.36e-04 1.47e-03 H-1 scatter 2.08e+00 \n",
"5 10002 1.47e-03 1.59e-02 H-1 scatter 2.15e+00 \n",
"6 10002 1.59e-02 1.71e-01 H-1 scatter 2.22e+00 \n",
"7 10002 1.71e-01 1.85e+00 H-1 scatter 2.01e+00 \n",
"8 10002 1.85e+00 2.00e+01 H-1 scatter 3.72e-01 \n",
"\n",
" std. dev. \n",
"0 4.40e-02 \n",
"1 1.09e-02 \n",
"2 1.21e-02 \n",
"3 1.16e-02 \n",
"4 8.56e-03 \n",
"5 1.52e-02 \n",
"6 1.49e-02 \n",
"7 9.05e-03 \n",
"8 3.37e-03 "
"0 1.60e-02 \n",
"1 1.12e-02 \n",
"2 1.03e-02 \n",
"3 1.21e-02 \n",
"4 1.32e-02 \n",
"5 1.20e-02 \n",
"6 8.53e-03 \n",
"7 9.19e-03 \n",
"8 3.20e-03 "
]
},
"execution_count": 38,