diff --git a/docs/source/pythonapi/examples/mdgxs-part-i.ipynb b/docs/source/pythonapi/examples/mdgxs-part-i.ipynb
index 8eeb0308d..15cc105d0 100644
--- a/docs/source/pythonapi/examples/mdgxs-part-i.ipynb
+++ b/docs/source/pythonapi/examples/mdgxs-part-i.ipynb
@@ -434,22 +434,16 @@
"OrderedDict([('delayed-nu-fission', Tally\n",
" \tID =\t10000\n",
" \tName =\t\n",
- " \tFilters =\t\n",
- " \t\tCellFilter\t[1]\n",
- " \t\tDelayedGroupFilter\t[1 2 3 4 5 6]\n",
- " \t\tEnergyFilter\t[ 1.00000000e-03 1.99526231e+07]\n",
+ " \tFilters =\tCellFilter, DelayedGroupFilter, EnergyFilter\n",
" \tNuclides =\tU235 Pu239 \n",
" \tScores =\t['delayed-nu-fission']\n",
- " \tEstimator =\tanalog), ('decay-rate', Tally\n",
+ " \tEstimator =\ttracklength), ('decay-rate', Tally\n",
" \tID =\t10001\n",
" \tName =\t\n",
- " \tFilters =\t\n",
- " \t\tCellFilter\t[1]\n",
- " \t\tDelayedGroupFilter\t[1 2 3 4 5 6]\n",
- " \t\tEnergyFilter\t[ 1.00000000e-03 1.99526231e+07]\n",
+ " \tFilters =\tCellFilter, DelayedGroupFilter, EnergyFilter\n",
" \tNuclides =\tU235 Pu239 \n",
" \tScores =\t['decay-rate']\n",
- " \tEstimator =\tanalog)])"
+ " \tEstimator =\ttracklength)])"
]
},
"execution_count": 13,
@@ -545,12 +539,12 @@
" %%%%%%%%%%%\n",
"\n",
" | The OpenMC Monte Carlo Code\n",
- " Copyright | 2011-2016 Massachusetts Institute of Technology\n",
+ " Copyright | 2011-2017 Massachusetts Institute of Technology\n",
" License | http://openmc.readthedocs.io/en/latest/license.html\n",
" Version | 0.8.0\n",
- " Git SHA1 | da5563eddb5f2c2d6b2c9839d518de40962b78f2\n",
- " Date/Time | 2016-10-31 14:07:44\n",
- " OpenMP Threads | 4\n",
+ " Git SHA1 | 2bf05f281e566a81e181ee0e9c699138b37b57b4\n",
+ " Date/Time | 2017-01-19 13:44:21\n",
+ " OpenMP Threads | 8\n",
"\n",
" ===========================================================================\n",
" ========================> INITIALIZATION <=========================\n",
@@ -560,12 +554,12 @@
" Reading geometry XML file...\n",
" Reading materials XML file...\n",
" Reading cross sections XML file...\n",
- " Reading H1 from /home/romano/openmc/scripts/nndc_hdf5/H1.h5\n",
- " Reading O16 from /home/romano/openmc/scripts/nndc_hdf5/O16.h5\n",
- " Reading U235 from /home/romano/openmc/scripts/nndc_hdf5/U235.h5\n",
- " Reading U238 from /home/romano/openmc/scripts/nndc_hdf5/U238.h5\n",
- " Reading Pu239 from /home/romano/openmc/scripts/nndc_hdf5/Pu239.h5\n",
- " Reading Zr90 from /home/romano/openmc/scripts/nndc_hdf5/Zr90.h5\n",
+ " Reading H1 from /opt/xsdata/nndc/H1.h5\n",
+ " Reading O16 from /opt/xsdata/nndc/O16.h5\n",
+ " Reading U235 from /opt/xsdata/nndc/U235.h5\n",
+ " Reading U238 from /opt/xsdata/nndc/U238.h5\n",
+ " Reading Pu239 from /opt/xsdata/nndc/Pu239.h5\n",
+ " Reading Zr90 from /opt/xsdata/nndc/Zr90.h5\n",
" Maximum neutron transport energy: 2.00000E+07 eV for H1\n",
" Reading tallies XML file...\n",
" Building neighboring cells lists for each surface...\n",
@@ -636,20 +630,20 @@
"\n",
" =======================> TIMING STATISTICS <=======================\n",
"\n",
- " Total time for initialization = 6.3901E-01 seconds\n",
- " Reading cross sections = 4.7650E-01 seconds\n",
- " Total time in simulation = 3.8488E+01 seconds\n",
- " Time in transport only = 3.8300E+01 seconds\n",
- " Time in inactive batches = 2.6205E+00 seconds\n",
- " Time in active batches = 3.5868E+01 seconds\n",
- " Time synchronizing fission bank = 1.0040E-02 seconds\n",
- " Sampling source sites = 7.0596E-03 seconds\n",
- " SEND/RECV source sites = 2.8789E-03 seconds\n",
- " Time accumulating tallies = 1.9011E-03 seconds\n",
- " Total time for finalization = 4.0220E-02 seconds\n",
- " Total time elapsed = 3.9193E+01 seconds\n",
- " Calculation Rate (inactive) = 19080.5 neutrons/second\n",
- " Calculation Rate (active) = 5576.04 neutrons/second\n",
+ " Total time for initialization = 4.6288E-01 seconds\n",
+ " Reading cross sections = 3.0022E-01 seconds\n",
+ " Total time in simulation = 1.2791E+01 seconds\n",
+ " Time in transport only = 1.2590E+01 seconds\n",
+ " Time in inactive batches = 5.2010E-01 seconds\n",
+ " Time in active batches = 1.2271E+01 seconds\n",
+ " Time synchronizing fission bank = 5.2376E-03 seconds\n",
+ " Sampling source sites = 3.6438E-03 seconds\n",
+ " SEND/RECV source sites = 1.5558E-03 seconds\n",
+ " Time accumulating tallies = 5.1575E-04 seconds\n",
+ " Total time for finalization = 4.7925E-02 seconds\n",
+ " Total time elapsed = 1.3317E+01 seconds\n",
+ " Calculation Rate (inactive) = 96135.9 neutrons/second\n",
+ " Calculation Rate (active) = 16298.1 neutrons/second\n",
"\n",
" ============================> RESULTS <============================\n",
"\n",
@@ -765,12 +759,17 @@
{
"data": {
"text/plain": [
- "array([[ 5.14239169e-06, 1.16429778e-06],\n",
- " [ 2.65434434e-05, 7.58244504e-06],\n",
- " [ 2.53406770e-05, 5.73814391e-06],\n",
- " [ 5.68158884e-05, 1.04761254e-05],\n",
- " [ 2.32937121e-05, 5.45676114e-06],\n",
- " [ 9.75765501e-06, 1.65156185e-06]])"
+ "array([[[ 5.14239169e-06, 1.16429778e-06]],\n",
+ "\n",
+ " [[ 2.65434434e-05, 7.58244504e-06]],\n",
+ "\n",
+ " [[ 2.53406770e-05, 5.73814391e-06]],\n",
+ "\n",
+ " [[ 5.68158884e-05, 1.04761254e-05]],\n",
+ "\n",
+ " [[ 2.32937121e-05, 5.45676114e-06]],\n",
+ "\n",
+ " [[ 9.75765501e-06, 1.65156185e-06]]])"
]
},
"execution_count": 18,
@@ -796,6 +795,14 @@
"collapsed": false
},
"outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/usr/lib/python3.6/site-packages/numpy/lib/shape_base.py:873: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
+ " return c.reshape(shape_out)\n"
+ ]
+ },
{
"data": {
"text/html": [
@@ -817,7 +824,7 @@
"
198 | \n",
" 1 | \n",
" 1 | \n",
- " 1 | \n",
+ " 0 | \n",
" U235 | \n",
" 9.533842e-11 | \n",
" 4.789050e-11 | \n",
@@ -826,7 +833,7 @@
" 199 | \n",
" 1 | \n",
" 1 | \n",
- " 1 | \n",
+ " 0 | \n",
" Pu239 | \n",
" 1.606499e-11 | \n",
" 8.071081e-12 | \n",
@@ -835,7 +842,7 @@
" 398 | \n",
" 1 | \n",
" 2 | \n",
- " 1 | \n",
+ " 0 | \n",
" U235 | \n",
" 1.224131e-09 | \n",
" 6.149449e-10 | \n",
@@ -844,7 +851,7 @@
" 399 | \n",
" 1 | \n",
" 2 | \n",
- " 1 | \n",
+ " 0 | \n",
" Pu239 | \n",
" 2.602518e-10 | \n",
" 1.307590e-10 | \n",
@@ -853,7 +860,7 @@
" 598 | \n",
" 1 | \n",
" 3 | \n",
- " 1 | \n",
+ " 0 | \n",
" U235 | \n",
" 9.033000e-10 | \n",
" 4.537601e-10 | \n",
@@ -862,7 +869,7 @@
" 599 | \n",
" 1 | \n",
" 3 | \n",
- " 1 | \n",
+ " 0 | \n",
" Pu239 | \n",
" 1.522295e-10 | \n",
" 7.648264e-11 | \n",
@@ -871,7 +878,7 @@
" 798 | \n",
" 1 | \n",
" 4 | \n",
- " 1 | \n",
+ " 0 | \n",
" U235 | \n",
" 1.749138e-09 | \n",
" 8.786432e-10 | \n",
@@ -880,7 +887,7 @@
" 799 | \n",
" 1 | \n",
" 4 | \n",
- " 1 | \n",
+ " 0 | \n",
" Pu239 | \n",
" 2.400317e-10 | \n",
" 1.205943e-10 | \n",
@@ -889,7 +896,7 @@
" 998 | \n",
" 1 | \n",
" 5 | \n",
- " 1 | \n",
+ " 0 | \n",
" U235 | \n",
" 2.724017e-10 | \n",
" 1.368376e-10 | \n",
@@ -898,7 +905,7 @@
" 999 | \n",
" 1 | \n",
" 5 | \n",
- " 1 | \n",
+ " 0 | \n",
" Pu239 | \n",
" 4.749191e-11 | \n",
" 2.386080e-11 | \n",
@@ -909,16 +916,16 @@
],
"text/plain": [
" cell delayedgroup group in nuclide mean std. dev.\n",
- "198 1 1 1 U235 9.533842e-11 4.789050e-11\n",
- "199 1 1 1 Pu239 1.606499e-11 8.071081e-12\n",
- "398 1 2 1 U235 1.224131e-09 6.149449e-10\n",
- "399 1 2 1 Pu239 2.602518e-10 1.307590e-10\n",
- "598 1 3 1 U235 9.033000e-10 4.537601e-10\n",
- "599 1 3 1 Pu239 1.522295e-10 7.648264e-11\n",
- "798 1 4 1 U235 1.749138e-09 8.786432e-10\n",
- "799 1 4 1 Pu239 2.400317e-10 1.205943e-10\n",
- "998 1 5 1 U235 2.724017e-10 1.368376e-10\n",
- "999 1 5 1 Pu239 4.749191e-11 2.386080e-11"
+ "198 1 1 0 U235 9.533842e-11 4.789050e-11\n",
+ "199 1 1 0 Pu239 1.606499e-11 8.071081e-12\n",
+ "398 1 2 0 U235 1.224131e-09 6.149449e-10\n",
+ "399 1 2 0 Pu239 2.602518e-10 1.307590e-10\n",
+ "598 1 3 0 U235 9.033000e-10 4.537601e-10\n",
+ "599 1 3 0 Pu239 1.522295e-10 7.648264e-11\n",
+ "798 1 4 0 U235 1.749138e-09 8.786432e-10\n",
+ "799 1 4 0 Pu239 2.400317e-10 1.205943e-10\n",
+ "998 1 5 0 U235 2.724017e-10 1.368376e-10\n",
+ "999 1 5 0 Pu239 4.749191e-11 2.386080e-11"
]
},
"execution_count": 19,
@@ -938,6 +945,14 @@
"collapsed": false
},
"outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/usr/lib/python3.6/site-packages/numpy/lib/shape_base.py:873: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
+ " return c.reshape(shape_out)\n"
+ ]
+ },
{
"data": {
"text/html": [
@@ -962,7 +977,7 @@
" 1 | \n",
" U235 | \n",
" 0.013336 | \n",
- " 0.003509 | \n",
+ " 0.000061 | \n",
" \n",
" \n",
" | 1 | \n",
@@ -971,7 +986,7 @@
" 1 | \n",
" Pu239 | \n",
" 0.013271 | \n",
- " 0.007154 | \n",
+ " 0.000053 | \n",
"
\n",
" \n",
" | 2 | \n",
@@ -980,7 +995,7 @@
" 1 | \n",
" U235 | \n",
" 0.032739 | \n",
- " 0.003864 | \n",
+ " 0.000149 | \n",
"
\n",
" \n",
" | 3 | \n",
@@ -989,7 +1004,7 @@
" 1 | \n",
" Pu239 | \n",
" 0.030881 | \n",
- " 0.008109 | \n",
+ " 0.000123 | \n",
"
\n",
" \n",
" | 4 | \n",
@@ -998,7 +1013,7 @@
" 1 | \n",
" U235 | \n",
" 0.120780 | \n",
- " 0.017277 | \n",
+ " 0.000551 | \n",
"
\n",
" \n",
" | 5 | \n",
@@ -1007,7 +1022,7 @@
" 1 | \n",
" Pu239 | \n",
" 0.113370 | \n",
- " 0.031354 | \n",
+ " 0.000452 | \n",
"
\n",
" \n",
" | 6 | \n",
@@ -1016,7 +1031,7 @@
" 1 | \n",
" U235 | \n",
" 0.302780 | \n",
- " 0.027190 | \n",
+ " 0.001381 | \n",
"
\n",
" \n",
" | 7 | \n",
@@ -1025,7 +1040,7 @@
" 1 | \n",
" Pu239 | \n",
" 0.292500 | \n",
- " 0.057372 | \n",
+ " 0.001166 | \n",
"
\n",
" \n",
" | 8 | \n",
@@ -1034,7 +1049,7 @@
" 1 | \n",
" U235 | \n",
" 0.849490 | \n",
- " 0.120338 | \n",
+ " 0.003875 | \n",
"
\n",
" \n",
" | 9 | \n",
@@ -1043,7 +1058,7 @@
" 1 | \n",
" Pu239 | \n",
" 0.857490 | \n",
- " 0.231893 | \n",
+ " 0.003419 | \n",
"
\n",
" \n",
" | 10 | \n",
@@ -1052,7 +1067,7 @@
" 1 | \n",
" U235 | \n",
" 2.853000 | \n",
- " 0.659168 | \n",
+ " 0.013013 | \n",
"
\n",
" \n",
" | 11 | \n",
@@ -1061,7 +1076,7 @@
" 1 | \n",
" Pu239 | \n",
" 2.729700 | \n",
- " 1.342167 | \n",
+ " 0.010884 | \n",
"
\n",
" \n",
"\n",
@@ -1069,18 +1084,18 @@
],
"text/plain": [
" cell delayedgroup group in nuclide mean std. dev.\n",
- "0 1 1 1 U235 0.013336 0.003509\n",
- "1 1 1 1 Pu239 0.013271 0.007154\n",
- "2 1 2 1 U235 0.032739 0.003864\n",
- "3 1 2 1 Pu239 0.030881 0.008109\n",
- "4 1 3 1 U235 0.120780 0.017277\n",
- "5 1 3 1 Pu239 0.113370 0.031354\n",
- "6 1 4 1 U235 0.302780 0.027190\n",
- "7 1 4 1 Pu239 0.292500 0.057372\n",
- "8 1 5 1 U235 0.849490 0.120338\n",
- "9 1 5 1 Pu239 0.857490 0.231893\n",
- "10 1 6 1 U235 2.853000 0.659168\n",
- "11 1 6 1 Pu239 2.729700 1.342167"
+ "0 1 1 1 U235 0.013336 0.000061\n",
+ "1 1 1 1 Pu239 0.013271 0.000053\n",
+ "2 1 2 1 U235 0.032739 0.000149\n",
+ "3 1 2 1 Pu239 0.030881 0.000123\n",
+ "4 1 3 1 U235 0.120780 0.000551\n",
+ "5 1 3 1 Pu239 0.113370 0.000452\n",
+ "6 1 4 1 U235 0.302780 0.001381\n",
+ "7 1 4 1 Pu239 0.292500 0.001166\n",
+ "8 1 5 1 U235 0.849490 0.003875\n",
+ "9 1 5 1 Pu239 0.857490 0.003419\n",
+ "10 1 6 1 U235 2.853000 0.013013\n",
+ "11 1 6 1 Pu239 2.729700 0.010884"
]
},
"execution_count": 20,
@@ -1106,7 +1121,16 @@
"metadata": {
"collapsed": false
},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/usr/lib/python3.6/site-packages/numpy/lib/shape_base.py:873: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
+ " return c.reshape(shape_out)\n"
+ ]
+ }
+ ],
"source": [
"beta.export_xs_data(filename='beta', format='excel')"
]
@@ -1124,7 +1148,16 @@
"metadata": {
"collapsed": false
},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1835: RuntimeWarning: invalid value encountered in true_divide\n",
+ " self_rel_err = data['self']['std. dev.'] / data['self']['mean']\n"
+ ]
+ }
+ ],
"source": [
"chi_prompt.build_hdf5_store(filename='mdgxs', append=True)\n",
"chi_delayed.build_hdf5_store(filename='mdgxs', append=True)"
@@ -1160,7 +1193,7 @@
{
"data": {
"text/plain": [
- ""
+ ""
]
},
"execution_count": 23,
@@ -1169,9 +1202,9 @@
},
{
"data": {
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48WI8PDyw2Wx4eHiQmZnJgw8+yAsvvIDFYqFFixb2bCuO5uzsswT1DsJkMZGV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VEmVXRcCPGl4dSSSB4t3nnnHd555x2WLVuGj48PzZs354svvqgVxnfjmY3xmuVlUh0szczo7uzM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\n8LBS6jlnxuw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VbVo/clzr8EGFoXl9XhiXftOMiJERBHUPwuYFWVYr6cXFpBcXU2wYeJjX2MTb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/Xl9IYdw4/ZB/SZIkSZIariGd/lhggaIo3ymK8pKiKC8qivIdMB/4V6NGJ0mSVE/u7u707t3b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\n88wZCq8nS7II1W8x3wG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dfZrZfWarHZJBVBS8+KJxW2GhOrFIkmTq2LFjzJw5kwEDBjBh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dIlzy8ocjpmr169+PHHH63+ToKCgtiyZUuBz7c4yZV+IYQoRj169KBGjRpcvnzZUjZlyhTi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\nSZIkqaIM/ZIkSZIkVdR3XTK1ZVOkawwAAAAASUVORK5CYII=\n",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -1243,7 +1276,7 @@
" U235 | \n",
" (((delayed-nu-fission / nu-fission) * (delayed... | \n",
" 8.779406e-08 | \n",
- " 2.310240e-08 | \n",
+ " 4.667924e-10 | \n",
" \n",
" \n",
" | 1 | \n",
@@ -1252,7 +1285,7 @@
" Pu239 | \n",
" (((delayed-nu-fission / nu-fission) * (delayed... | \n",
" 7.150041e-09 | \n",
- " 3.854534e-09 | \n",
+ " 3.565013e-11 | \n",
"
\n",
" \n",
" | 2 | \n",
@@ -1261,7 +1294,7 @@
" U235 | \n",
" (((delayed-nu-fission / nu-fission) * (delayed... | \n",
" 9.528171e-07 | \n",
- " 1.124883e-07 | \n",
+ " 5.066035e-09 | \n",
"
\n",
" \n",
" | 3 | \n",
@@ -1270,7 +1303,7 @@
" Pu239 | \n",
" (((delayed-nu-fission / nu-fission) * (delayed... | \n",
" 1.303200e-07 | \n",
- " 3.422243e-08 | \n",
+ " 6.497762e-10 | \n",
"
\n",
" \n",
" | 4 | \n",
@@ -1279,7 +1312,7 @@
" U235 | \n",
" (((delayed-nu-fission / nu-fission) * (delayed... | \n",
" 2.353975e-07 | \n",
- " 3.367779e-08 | \n",
+ " 1.251585e-09 | \n",
"
\n",
" \n",
" | 5 | \n",
@@ -1288,7 +1321,7 @@
" Pu239 | \n",
" (((delayed-nu-fission / nu-fission) * (delayed... | \n",
" 2.032960e-08 | \n",
- " 5.622830e-09 | \n",
+ " 1.013634e-10 | \n",
"
\n",
" \n",
" | 6 | \n",
@@ -1297,7 +1330,7 @@
" U235 | \n",
" (((delayed-nu-fission / nu-fission) * (delayed... | \n",
" 4.720335e-07 | \n",
- " 4.240950e-08 | \n",
+ " 2.509756e-09 | \n",
"
\n",
" \n",
" | 7 | \n",
@@ -1306,7 +1339,7 @@
" Pu239 | \n",
" (((delayed-nu-fission / nu-fission) * (delayed... | \n",
" 2.626392e-08 | \n",
- " 5.152078e-09 | \n",
+ " 1.309520e-10 | \n",
"
\n",
" \n",
" | 8 | \n",
@@ -1315,7 +1348,7 @@
" U235 | \n",
" (((delayed-nu-fission / nu-fission) * (delayed... | \n",
" 2.828001e-08 | \n",
- " 4.006859e-09 | \n",
+ " 1.503620e-10 | \n",
"
\n",
" \n",
" | 9 | \n",
@@ -1324,7 +1357,7 @@
" Pu239 | \n",
" (((delayed-nu-fission / nu-fission) * (delayed... | \n",
" 2.430664e-09 | \n",
- " 6.573695e-10 | \n",
+ " 1.211930e-11 | \n",
"
\n",
" \n",
" | 10 | \n",
@@ -1333,7 +1366,7 @@
" U235 | \n",
" (((delayed-nu-fission / nu-fission) * (delayed... | \n",
" 1.477575e-09 | \n",
- " 3.414084e-10 | \n",
+ " 7.856122e-12 | \n",
"
\n",
" \n",
" | 11 | \n",
@@ -1342,7 +1375,7 @@
" Pu239 | \n",
" (((delayed-nu-fission / nu-fission) * (delayed... | \n",
" 6.994534e-11 | \n",
- " 3.439208e-11 | \n",
+ " 3.487477e-13 | \n",
"
\n",
" \n",
"\n",
@@ -1364,18 +1397,18 @@
"11 1 6 Pu239 \n",
"\n",
" score mean std. dev. \n",
- "0 (((delayed-nu-fission / nu-fission) * (delayed... 8.78e-08 2.31e-08 \n",
- "1 (((delayed-nu-fission / nu-fission) * (delayed... 7.15e-09 3.85e-09 \n",
- "2 (((delayed-nu-fission / nu-fission) * (delayed... 9.53e-07 1.12e-07 \n",
- "3 (((delayed-nu-fission / nu-fission) * (delayed... 1.30e-07 3.42e-08 \n",
- "4 (((delayed-nu-fission / nu-fission) * (delayed... 2.35e-07 3.37e-08 \n",
- "5 (((delayed-nu-fission / nu-fission) * (delayed... 2.03e-08 5.62e-09 \n",
- "6 (((delayed-nu-fission / nu-fission) * (delayed... 4.72e-07 4.24e-08 \n",
- "7 (((delayed-nu-fission / nu-fission) * (delayed... 2.63e-08 5.15e-09 \n",
- "8 (((delayed-nu-fission / nu-fission) * (delayed... 2.83e-08 4.01e-09 \n",
- "9 (((delayed-nu-fission / nu-fission) * (delayed... 2.43e-09 6.57e-10 \n",
- "10 (((delayed-nu-fission / nu-fission) * (delayed... 1.48e-09 3.41e-10 \n",
- "11 (((delayed-nu-fission / nu-fission) * (delayed... 6.99e-11 3.44e-11 "
+ "0 (((delayed-nu-fission / nu-fission) * (delayed... 8.78e-08 4.67e-10 \n",
+ "1 (((delayed-nu-fission / nu-fission) * (delayed... 7.15e-09 3.57e-11 \n",
+ "2 (((delayed-nu-fission / nu-fission) * (delayed... 9.53e-07 5.07e-09 \n",
+ "3 (((delayed-nu-fission / nu-fission) * (delayed... 1.30e-07 6.50e-10 \n",
+ "4 (((delayed-nu-fission / nu-fission) * (delayed... 2.35e-07 1.25e-09 \n",
+ "5 (((delayed-nu-fission / nu-fission) * (delayed... 2.03e-08 1.01e-10 \n",
+ "6 (((delayed-nu-fission / nu-fission) * (delayed... 4.72e-07 2.51e-09 \n",
+ "7 (((delayed-nu-fission / nu-fission) * (delayed... 2.63e-08 1.31e-10 \n",
+ "8 (((delayed-nu-fission / nu-fission) * (delayed... 2.83e-08 1.50e-10 \n",
+ "9 (((delayed-nu-fission / nu-fission) * (delayed... 2.43e-09 1.21e-11 \n",
+ "10 (((delayed-nu-fission / nu-fission) * (delayed... 1.48e-09 7.86e-12 \n",
+ "11 (((delayed-nu-fission / nu-fission) * (delayed... 6.99e-11 3.49e-13 "
]
},
"execution_count": 24,
@@ -1427,9 +1460,9 @@
},
{
"data": {
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dFaQusznp/QRJr5LNwjyhfNt77qnt0dPDhw+vvNEazPE3bcSI4o9R5L7bIn7/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\nQmCC\n",
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6GiNmtruZzYjq/MfMLinMKxYBwqq/RVSe3STSJLn7fGACcHkDh5KLSwk9dkpmNhKNIqEx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\njCk6lkoi6TqgJSJ6VKvtGpo+0MsFNq2+7Eb6xrG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"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -1490,9 +1523,9 @@
},
{
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sFnh1BeK8V1ATsr3GlwrMWFOdE1YxiEgBcJWd9lPgOxFZo6p3hcxoMNSCI0eO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\n",
+ "image/png": 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RHwU+zsG5dauH4fwswYh/ScaYNvqok47Hey237TnpOE+nbY7RM3YcY1bE3xi5U261K9ML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\nkzQWeBhjjDEmaf4f8VHzV92ea9sAAAAASUVORK5CYII=\n",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -1540,7 +1573,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.5.2"
+ "version": "3.6.0"
}
},
"nbformat": 4,
diff --git a/docs/source/pythonapi/examples/mgxs-part-i.ipynb b/docs/source/pythonapi/examples/mgxs-part-i.ipynb
index a1946c2b5..69ee27b3a 100644
--- a/docs/source/pythonapi/examples/mgxs-part-i.ipynb
+++ b/docs/source/pythonapi/examples/mgxs-part-i.ipynb
@@ -421,17 +421,13 @@
"OrderedDict([('flux', Tally\n",
" \tID =\t10000\n",
" \tName =\t\n",
- " \tFilters =\t\n",
- " \t\tCellFilter\t[1]\n",
- " \t\tEnergyFilter\t[ 0.00000000e+00 6.25000000e-01 2.00000000e+07]\n",
+ " \tFilters =\tCellFilter, EnergyFilter\n",
" \tNuclides =\ttotal \n",
" \tScores =\t['flux']\n",
" \tEstimator =\ttracklength), ('absorption', Tally\n",
" \tID =\t10001\n",
" \tName =\t\n",
- " \tFilters =\t\n",
- " \t\tCellFilter\t[1]\n",
- " \t\tEnergyFilter\t[ 0.00000000e+00 6.25000000e-01 2.00000000e+07]\n",
+ " \tFilters =\tCellFilter, EnergyFilter\n",
" \tNuclides =\ttotal \n",
" \tScores =\t['absorption']\n",
" \tEstimator =\ttracklength)])"
@@ -521,12 +517,12 @@
" %%%%%%%%%%%\n",
"\n",
" | The OpenMC Monte Carlo Code\n",
- " Copyright | 2011-2016 Massachusetts Institute of Technology\n",
+ " Copyright | 2011-2017 Massachusetts Institute of Technology\n",
" License | http://openmc.readthedocs.io/en/latest/license.html\n",
" Version | 0.8.0\n",
- " Git SHA1 | da5563eddb5f2c2d6b2c9839d518de40962b78f2\n",
- " Date/Time | 2016-10-31 12:23:45\n",
- " OpenMP Threads | 4\n",
+ " Git SHA1 | 2bf05f281e566a81e181ee0e9c699138b37b57b4\n",
+ " Date/Time | 2017-01-19 13:31:59\n",
+ " OpenMP Threads | 8\n",
"\n",
" ===========================================================================\n",
" ========================> INITIALIZATION <=========================\n",
@@ -536,11 +532,11 @@
" Reading geometry XML file...\n",
" Reading materials XML file...\n",
" Reading cross sections XML file...\n",
- " Reading H1 from /home/romano/openmc/scripts/nndc_hdf5/H1.h5\n",
- " Reading O16 from /home/romano/openmc/scripts/nndc_hdf5/O16.h5\n",
- " Reading U235 from /home/romano/openmc/scripts/nndc_hdf5/U235.h5\n",
- " Reading U238 from /home/romano/openmc/scripts/nndc_hdf5/U238.h5\n",
- " Reading Zr90 from /home/romano/openmc/scripts/nndc_hdf5/Zr90.h5\n",
+ " Reading H1 from /opt/xsdata/nndc/H1.h5\n",
+ " Reading O16 from /opt/xsdata/nndc/O16.h5\n",
+ " Reading U235 from /opt/xsdata/nndc/U235.h5\n",
+ " Reading U238 from /opt/xsdata/nndc/U238.h5\n",
+ " Reading Zr90 from /opt/xsdata/nndc/Zr90.h5\n",
" Maximum neutron transport energy: 2.00000E+07 eV for H1\n",
" Reading tallies XML file...\n",
" Building neighboring cells lists for each surface...\n",
@@ -611,20 +607,20 @@
"\n",
" =======================> TIMING STATISTICS <=======================\n",
"\n",
- " Total time for initialization = 7.3858E-01 seconds\n",
- " Reading cross sections = 5.3599E-01 seconds\n",
- " Total time in simulation = 2.1031E+01 seconds\n",
- " Time in transport only = 1.9960E+01 seconds\n",
- " Time in inactive batches = 2.6543E+00 seconds\n",
- " Time in active batches = 1.8376E+01 seconds\n",
- " Time synchronizing fission bank = 5.8389E-03 seconds\n",
- " Sampling source sites = 4.2676E-03 seconds\n",
- " SEND/RECV source sites = 1.4523E-03 seconds\n",
- " Time accumulating tallies = 1.5633E-04 seconds\n",
- " Total time for finalization = 7.9179E-04 seconds\n",
- " Total time elapsed = 2.1784E+01 seconds\n",
- " Calculation Rate (inactive) = 9418.63 neutrons/second\n",
- " Calculation Rate (active) = 5441.81 neutrons/second\n",
+ " Total time for initialization = 3.1727E-01 seconds\n",
+ " Reading cross sections = 2.4380E-01 seconds\n",
+ " Total time in simulation = 2.3160E+00 seconds\n",
+ " Time in transport only = 2.2082E+00 seconds\n",
+ " Time in inactive batches = 2.4914E-01 seconds\n",
+ " Time in active batches = 2.0669E+00 seconds\n",
+ " Time synchronizing fission bank = 2.7438E-03 seconds\n",
+ " Sampling source sites = 2.0106E-03 seconds\n",
+ " SEND/RECV source sites = 6.9831E-04 seconds\n",
+ " Time accumulating tallies = 4.9308E-05 seconds\n",
+ " Total time for finalization = 4.0687E-04 seconds\n",
+ " Total time elapsed = 2.6419E+00 seconds\n",
+ " Calculation Rate (inactive) = 1.00345E+05 neutrons/second\n",
+ " Calculation Rate (active) = 48381.7 neutrons/second\n",
"\n",
" ============================> RESULTS <============================\n",
"\n",
@@ -743,8 +739,8 @@
"\tDomain Type =\tcell\n",
"\tDomain ID =\t1\n",
"\tCross Sections [cm^-1]:\n",
- " Group 1 [0.625 - 20000000.0eV]:\t6.81e-01 +/- 2.69e-01%\n",
- " Group 2 [0.0 - 0.625 eV]:\t1.40e+00 +/- 5.93e-01%\n",
+ " Group 1 [0.625 - 20000000.0eV]:\t2.69e-01 +/- 2.69e-01%\n",
+ " Group 2 [0.0 - 0.625 eV]:\t5.93e-01 +/- 5.93e-01%\n",
"\n",
"\n",
"\n"
@@ -832,7 +828,7 @@
"cell_type": "code",
"execution_count": 20,
"metadata": {
- "collapsed": true
+ "collapsed": false
},
"outputs": [],
"source": [
@@ -905,7 +901,7 @@
" 6.250000e-01 | \n",
" total | \n",
" (((total / flux) - (absorption / flux)) - (sca... | \n",
- " -2.664535e-15 | \n",
+ " -2.442491e-15 | \n",
" 0.011292 | \n",
" \n",
" \n",
@@ -915,7 +911,7 @@
" | 2.000000e+07 | \n",
" total | \n",
" (((total / flux) - (absorption / flux)) - (sca... | \n",
- " -7.771561e-16 | \n",
+ " -5.551115e-16 | \n",
" 0.002570 | \n",
"
\n",
" \n",
@@ -928,8 +924,8 @@
"1 1 6.25e-01 2.00e+07 total \n",
"\n",
" score mean std. dev. \n",
- "0 (((total / flux) - (absorption / flux)) - (sca... -2.66e-15 1.13e-02 \n",
- "1 (((total / flux) - (absorption / flux)) - (sca... -7.77e-16 2.57e-03 "
+ "0 (((total / flux) - (absorption / flux)) - (sca... -2.44e-15 1.13e-02 \n",
+ "1 (((total / flux) - (absorption / flux)) - (sca... -5.55e-16 2.57e-03 "
]
},
"execution_count": 22,
diff --git a/docs/source/pythonapi/examples/mgxs-part-ii.ipynb b/docs/source/pythonapi/examples/mgxs-part-ii.ipynb
index cd563521c..76008f563 100644
--- a/docs/source/pythonapi/examples/mgxs-part-ii.ipynb
+++ b/docs/source/pythonapi/examples/mgxs-part-ii.ipynb
@@ -34,7 +34,7 @@
"name": "stderr",
"output_type": "stream",
"text": [
- "/usr/lib/python3.5/site-packages/matplotlib/__init__.py:1357: UserWarning: This call to matplotlib.use() has no effect\n",
+ "/usr/lib/python3.6/site-packages/matplotlib/__init__.py:1357: UserWarning: This call to matplotlib.use() has no effect\n",
"because the backend has already been chosen;\n",
"matplotlib.use() must be called *before* pylab, matplotlib.pyplot,\n",
"or matplotlib.backends is imported for the first time.\n",
@@ -450,11 +450,11 @@
" %%%%%%%%%%%\n",
"\n",
" | The OpenMC Monte Carlo Code\n",
- " Copyright | 2011-2016 Massachusetts Institute of Technology\n",
+ " Copyright | 2011-2017 Massachusetts Institute of Technology\n",
" License | http://openmc.readthedocs.io/en/latest/license.html\n",
" Version | 0.8.0\n",
- " Git SHA1 | d2979851f07f4162f0f02d95a847019bf9f2068d\n",
- " Date/Time | 2016-11-30 19:38:02\n",
+ " Git SHA1 | 2bf05f281e566a81e181ee0e9c699138b37b57b4\n",
+ " Date/Time | 2017-01-19 13:34:14\n",
" OpenMP Threads | 8\n",
"\n",
" ===========================================================================\n",
@@ -531,7 +531,7 @@
" 48/1 1.21610 1.22612 +/- 0.00251\n",
" 49/1 1.22199 1.22602 +/- 0.00245\n",
" 50/1 1.20860 1.22558 +/- 0.00243\n",
- " Triggers unsatisfied, max unc./thresh. is 1.25496 for flux in tally 10057\n",
+ " Triggers unsatisfied, max unc./thresh. is 1.25496 for flux in tally 10050\n",
" The estimated number of batches is 73\n",
" Creating state point statepoint.050.h5...\n",
" 51/1 1.21850 1.22541 +/- 0.00237\n",
@@ -557,7 +557,7 @@
" 71/1 1.19720 1.22444 +/- 0.00195\n",
" 72/1 1.23770 1.22465 +/- 0.00193\n",
" 73/1 1.23894 1.22488 +/- 0.00191\n",
- " Triggers unsatisfied, max unc./thresh. is 1.00243 for flux in tally 10057\n",
+ " Triggers unsatisfied, max unc./thresh. is 1.00243 for flux in tally 10050\n",
" The estimated number of batches is 74\n",
" 74/1 1.22437 1.22487 +/- 0.00188\n",
" Triggers satisfied for batch 74\n",
@@ -570,20 +570,20 @@
"\n",
" =======================> TIMING STATISTICS <=======================\n",
"\n",
- " Total time for initialization = 3.0758E-01 seconds\n",
- " Reading cross sections = 2.2344E-01 seconds\n",
- " Total time in simulation = 2.7832E+01 seconds\n",
- " Time in transport only = 2.7708E+01 seconds\n",
- " Time in inactive batches = 1.7095E+00 seconds\n",
- " Time in active batches = 2.6122E+01 seconds\n",
- " Time synchronizing fission bank = 1.4982E-02 seconds\n",
- " Sampling source sites = 1.0718E-02 seconds\n",
- " SEND/RECV source sites = 4.2104E-03 seconds\n",
- " Time accumulating tallies = 4.1146E-04 seconds\n",
- " Total time for finalization = 1.5648E-02 seconds\n",
- " Total time elapsed = 2.8184E+01 seconds\n",
- " Calculation Rate (inactive) = 58495.1 neutrons/second\n",
- " Calculation Rate (active) = 15312.7 neutrons/second\n",
+ " Total time for initialization = 3.1109E-01 seconds\n",
+ " Reading cross sections = 2.2243E-01 seconds\n",
+ " Total time in simulation = 2.7558E+01 seconds\n",
+ " Time in transport only = 2.7435E+01 seconds\n",
+ " Time in inactive batches = 1.6688E+00 seconds\n",
+ " Time in active batches = 2.5889E+01 seconds\n",
+ " Time synchronizing fission bank = 1.5771E-02 seconds\n",
+ " Sampling source sites = 1.1058E-02 seconds\n",
+ " SEND/RECV source sites = 4.6581E-03 seconds\n",
+ " Time accumulating tallies = 4.2078E-04 seconds\n",
+ " Total time for finalization = 1.5831E-02 seconds\n",
+ " Total time elapsed = 2.7915E+01 seconds\n",
+ " Calculation Rate (inactive) = 59923.3 neutrons/second\n",
+ " Calculation Rate (active) = 15450.4 neutrons/second\n",
"\n",
" ============================> RESULTS <============================\n",
"\n",
@@ -696,25 +696,25 @@
"\tDomain ID =\t10000\n",
"\tNuclide =\tU235\n",
"\tCross Sections [barns]:\n",
- " Group 1 [821000.0 - 20000000.0eV]:\t3.30e+00 +/- 2.19e-01%\n",
- " Group 2 [5530.0 - 821000.0 eV]:\t3.96e+00 +/- 1.32e-01%\n",
- " Group 3 [4.0 - 5530.0 eV]:\t5.52e+01 +/- 2.31e-01%\n",
- " Group 4 [0.625 - 4.0 eV]:\t8.83e+01 +/- 2.96e-01%\n",
- " Group 5 [0.28 - 0.625 eV]:\t2.90e+02 +/- 4.64e-01%\n",
- " Group 6 [0.14 - 0.28 eV]:\t4.49e+02 +/- 4.22e-01%\n",
- " Group 7 [0.058 - 0.14 eV]:\t6.87e+02 +/- 2.97e-01%\n",
- " Group 8 [0.0 - 0.058 eV]:\t1.44e+03 +/- 2.91e-01%\n",
+ " Group 1 [821000.0 - 20000000.0eV]:\t2.19e-01 +/- 2.19e-01%\n",
+ " Group 2 [5530.0 - 821000.0 eV]:\t1.32e-01 +/- 1.32e-01%\n",
+ " Group 3 [4.0 - 5530.0 eV]:\t2.31e-01 +/- 2.31e-01%\n",
+ " Group 4 [0.625 - 4.0 eV]:\t2.96e-01 +/- 2.96e-01%\n",
+ " Group 5 [0.28 - 0.625 eV]:\t4.64e-01 +/- 4.64e-01%\n",
+ " Group 6 [0.14 - 0.28 eV]:\t4.22e-01 +/- 4.22e-01%\n",
+ " Group 7 [0.058 - 0.14 eV]:\t2.97e-01 +/- 2.97e-01%\n",
+ " Group 8 [0.0 - 0.058 eV]:\t2.91e-01 +/- 2.91e-01%\n",
"\n",
"\tNuclide =\tU238\n",
"\tCross Sections [barns]:\n",
- " Group 1 [821000.0 - 20000000.0eV]:\t1.06e+00 +/- 2.56e-01%\n",
- " Group 2 [5530.0 - 821000.0 eV]:\t1.21e-03 +/- 2.55e-01%\n",
- " Group 3 [4.0 - 5530.0 eV]:\t5.77e-04 +/- 3.67e+00%\n",
- " Group 4 [0.625 - 4.0 eV]:\t6.54e-06 +/- 2.74e-01%\n",
- " Group 5 [0.28 - 0.625 eV]:\t1.07e-05 +/- 4.55e-01%\n",
- " Group 6 [0.14 - 0.28 eV]:\t1.55e-05 +/- 4.25e-01%\n",
- " Group 7 [0.058 - 0.14 eV]:\t2.30e-05 +/- 2.97e-01%\n",
- " Group 8 [0.0 - 0.058 eV]:\t4.24e-05 +/- 2.90e-01%\n",
+ " Group 1 [821000.0 - 20000000.0eV]:\t2.56e-01 +/- 2.56e-01%\n",
+ " Group 2 [5530.0 - 821000.0 eV]:\t2.55e-01 +/- 2.55e-01%\n",
+ " Group 3 [4.0 - 5530.0 eV]:\t3.67e+00 +/- 3.67e+00%\n",
+ " Group 4 [0.625 - 4.0 eV]:\t2.74e-01 +/- 2.74e-01%\n",
+ " Group 5 [0.28 - 0.625 eV]:\t4.55e-01 +/- 4.55e-01%\n",
+ " Group 6 [0.14 - 0.28 eV]:\t4.25e-01 +/- 4.25e-01%\n",
+ " Group 7 [0.058 - 0.14 eV]:\t2.97e-01 +/- 2.97e-01%\n",
+ " Group 8 [0.0 - 0.058 eV]:\t2.90e-01 +/- 2.90e-01%\n",
"\n",
"\n",
"\n"
@@ -724,7 +724,7 @@
"name": "stderr",
"output_type": "stream",
"text": [
- "/home/nelsonag/git/openmc/openmc/tallies.py:1974: RuntimeWarning: invalid value encountered in true_divide\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1835: RuntimeWarning: invalid value encountered in true_divide\n",
" self_rel_err = data['self']['std. dev.'] / data['self']['mean']\n"
]
}
@@ -757,14 +757,14 @@
"\tDomain Type =\tcell\n",
"\tDomain ID =\t10000\n",
"\tCross Sections [cm^-1]:\n",
- " Group 1 [821000.0 - 20000000.0eV]:\t2.52e-02 +/- 2.44e-01%\n",
- " Group 2 [5530.0 - 821000.0 eV]:\t1.51e-03 +/- 1.30e-01%\n",
- " Group 3 [4.0 - 5530.0 eV]:\t2.07e-02 +/- 2.31e-01%\n",
- " Group 4 [0.625 - 4.0 eV]:\t3.31e-02 +/- 2.96e-01%\n",
- " Group 5 [0.28 - 0.625 eV]:\t1.09e-01 +/- 4.64e-01%\n",
- " Group 6 [0.14 - 0.28 eV]:\t1.69e-01 +/- 4.22e-01%\n",
- " Group 7 [0.058 - 0.14 eV]:\t2.58e-01 +/- 2.97e-01%\n",
- " Group 8 [0.0 - 0.058 eV]:\t5.40e-01 +/- 2.91e-01%\n",
+ " Group 1 [821000.0 - 20000000.0eV]:\t2.44e-01 +/- 2.44e-01%\n",
+ " Group 2 [5530.0 - 821000.0 eV]:\t1.30e-01 +/- 1.30e-01%\n",
+ " Group 3 [4.0 - 5530.0 eV]:\t2.31e-01 +/- 2.31e-01%\n",
+ " Group 4 [0.625 - 4.0 eV]:\t2.96e-01 +/- 2.96e-01%\n",
+ " Group 5 [0.28 - 0.625 eV]:\t4.64e-01 +/- 4.64e-01%\n",
+ " Group 6 [0.14 - 0.28 eV]:\t4.22e-01 +/- 4.22e-01%\n",
+ " Group 7 [0.058 - 0.14 eV]:\t2.97e-01 +/- 2.97e-01%\n",
+ " Group 8 [0.0 - 0.058 eV]:\t2.91e-01 +/- 2.91e-01%\n",
"\n",
"\n",
"\n"
@@ -794,9 +794,9 @@
"name": "stderr",
"output_type": "stream",
"text": [
- "/home/nelsonag/git/openmc/openmc/tallies.py:1974: RuntimeWarning: invalid value encountered in true_divide\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1835: RuntimeWarning: invalid value encountered in true_divide\n",
" self_rel_err = data['self']['std. dev.'] / data['self']['mean']\n",
- "/usr/lib/python3.5/site-packages/numpy/lib/shape_base.py:873: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
+ "/usr/lib/python3.6/site-packages/numpy/lib/shape_base.py:873: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
" return c.reshape(shape_out)\n"
]
},
@@ -982,18 +982,18 @@
"\tDomain ID =\t10000\n",
"\tNuclide =\tU235\n",
"\tCross Sections [cm^-1]:\n",
- " Group 1 [0.625 - 20000000.0eV]:\t7.73e-03 +/- 5.06e-01%\n",
- " Group 2 [0.0 - 0.625 eV]:\t1.82e-01 +/- 2.05e-01%\n",
+ " Group 1 [0.625 - 20000000.0eV]:\t5.06e-01 +/- 5.06e-01%\n",
+ " Group 2 [0.0 - 0.625 eV]:\t2.05e-01 +/- 2.05e-01%\n",
"\n",
"\tNuclide =\tU238\n",
"\tCross Sections [cm^-1]:\n",
- " Group 1 [0.625 - 20000000.0eV]:\t2.17e-01 +/- 1.44e-01%\n",
- " Group 2 [0.0 - 0.625 eV]:\t2.53e-01 +/- 2.57e-01%\n",
+ " Group 1 [0.625 - 20000000.0eV]:\t1.44e-01 +/- 1.44e-01%\n",
+ " Group 2 [0.0 - 0.625 eV]:\t2.57e-01 +/- 2.57e-01%\n",
"\n",
"\tNuclide =\tO16\n",
"\tCross Sections [cm^-1]:\n",
- " Group 1 [0.625 - 20000000.0eV]:\t1.46e-01 +/- 1.60e-01%\n",
- " Group 2 [0.0 - 0.625 eV]:\t1.75e-01 +/- 2.94e-01%\n",
+ " Group 1 [0.625 - 20000000.0eV]:\t1.60e-01 +/- 1.60e-01%\n",
+ " Group 2 [0.0 - 0.625 eV]:\t2.94e-01 +/- 2.94e-01%\n",
"\n",
"\n",
"\n"
@@ -1015,7 +1015,7 @@
"name": "stderr",
"output_type": "stream",
"text": [
- "/usr/lib/python3.5/site-packages/numpy/lib/shape_base.py:873: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
+ "/usr/lib/python3.6/site-packages/numpy/lib/shape_base.py:873: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
" return c.reshape(shape_out)\n"
]
},
@@ -1151,11 +1151,11 @@
"name": "stderr",
"output_type": "stream",
"text": [
- "/home/nelsonag/git/openmc/openmc/tallies.py:1974: RuntimeWarning: invalid value encountered in true_divide\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1835: RuntimeWarning: invalid value encountered in true_divide\n",
" self_rel_err = data['self']['std. dev.'] / data['self']['mean']\n",
- "/home/nelsonag/git/openmc/openmc/tallies.py:1975: RuntimeWarning: invalid value encountered in true_divide\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1836: RuntimeWarning: invalid value encountered in true_divide\n",
" other_rel_err = data['other']['std. dev.'] / data['other']['mean']\n",
- "/home/nelsonag/git/openmc/openmc/tallies.py:1976: RuntimeWarning: invalid value encountered in true_divide\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1837: RuntimeWarning: invalid value encountered in true_divide\n",
" new_tally._mean = data['self']['mean'] / data['other']['mean']\n"
]
}
@@ -1510,11 +1510,11 @@
"name": "stderr",
"output_type": "stream",
"text": [
- "/home/nelsonag/git/openmc/openmc/tallies.py:1974: RuntimeWarning: invalid value encountered in true_divide\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1835: RuntimeWarning: invalid value encountered in true_divide\n",
" self_rel_err = data['self']['std. dev.'] / data['self']['mean']\n",
- "/home/nelsonag/git/openmc/openmc/tallies.py:1975: RuntimeWarning: invalid value encountered in true_divide\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1836: RuntimeWarning: invalid value encountered in true_divide\n",
" other_rel_err = data['other']['std. dev.'] / data['other']['mean']\n",
- "/home/nelsonag/git/openmc/openmc/tallies.py:1976: RuntimeWarning: invalid value encountered in true_divide\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1837: RuntimeWarning: invalid value encountered in true_divide\n",
" new_tally._mean = data['self']['mean'] / data['other']['mean']\n"
]
}
@@ -1989,7 +1989,7 @@
"name": "stderr",
"output_type": "stream",
"text": [
- "/home/nelsonag/git/openmc/openmc/tallies.py:1974: RuntimeWarning: invalid value encountered in true_divide\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1835: RuntimeWarning: invalid value encountered in true_divide\n",
" self_rel_err = data['self']['std. dev.'] / data['self']['mean']\n"
]
},
@@ -2005,9 +2005,9 @@
},
{
"data": {
- "image/png": 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nc1xDpszbwvb9aSQkHmf81JVcd35bLu7TEuspykCFEMKvQkKwxbhfxsAWaoXo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+ "image/png": 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VOZVSSilVBVSX0StKKaWUCnGadCillFKqUmjSoZRSSqlKoUmHUkoppSqFJh1KKaWUqhSa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\nYII=\n",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -2060,7 +2060,7 @@
"name": "stderr",
"output_type": "stream",
"text": [
- "/usr/lib/python3.5/site-packages/numpy/lib/shape_base.py:873: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
+ "/usr/lib/python3.6/site-packages/numpy/lib/shape_base.py:873: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
" return c.reshape(shape_out)\n"
]
}
@@ -2099,9 +2099,9 @@
"outputs": [
{
"data": {
- "image/png": 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kSVItFg2SJKkWiwZJklSLRYMkSarFokGSJNVi0SBJkmqxaJAkSbVYNEiSpFos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\n",
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S7kn6W/lCZMsO+5Ml6UtmD9+S/VxJ0svAKxHxTETMlvRd0gqkJ0gTo3chzV/5as7hTyXN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\nMzOzXE4WzMzMLJeTBTMzM8v1/3ek6gv/HPctAAAAAElFTkSuQmCC\n",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -2146,7 +2146,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.5.2"
+ "version": "3.6.0"
}
},
"nbformat": 4,
diff --git a/docs/source/pythonapi/examples/mgxs-part-iii.ipynb b/docs/source/pythonapi/examples/mgxs-part-iii.ipynb
index b85e90cb7..55fa0a319 100644
--- a/docs/source/pythonapi/examples/mgxs-part-iii.ipynb
+++ b/docs/source/pythonapi/examples/mgxs-part-iii.ipynb
@@ -32,7 +32,7 @@
"name": "stderr",
"output_type": "stream",
"text": [
- "/home/romano/miniconda3/envs/default/lib/python3.5/site-packages/matplotlib/__init__.py:1350: UserWarning: This call to matplotlib.use() has no effect\n",
+ "/usr/lib/python3.6/site-packages/matplotlib/__init__.py:1357: UserWarning: This call to matplotlib.use() has no effect\n",
"because the backend has already been chosen;\n",
"matplotlib.use() must be called *before* pylab, matplotlib.pyplot,\n",
"or matplotlib.backends is imported for the first time.\n",
@@ -457,7 +457,7 @@
"outputs": [
{
"data": {
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+ "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPoAAAD6AgMAAAD1grKuAAAABGdBTUEAALGPC/xhBQAAACBjSFJN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\nVDEzOjQwOjQ4LTA1OjAwJfwxfgAAAABJRU5ErkJggg==\n",
"text/plain": [
""
]
@@ -739,12 +739,12 @@
" %%%%%%%%%%%\n",
"\n",
" | The OpenMC Monte Carlo Code\n",
- " Copyright | 2011-2016 Massachusetts Institute of Technology\n",
+ " Copyright | 2011-2017 Massachusetts Institute of Technology\n",
" License | http://openmc.readthedocs.io/en/latest/license.html\n",
" Version | 0.8.0\n",
- " Git SHA1 | da5563eddb5f2c2d6b2c9839d518de40962b78f2\n",
- " Date/Time | 2016-10-31 12:34:36\n",
- " OpenMP Threads | 4\n",
+ " Git SHA1 | 2bf05f281e566a81e181ee0e9c699138b37b57b4\n",
+ " Date/Time | 2017-01-19 13:40:48\n",
+ " OpenMP Threads | 8\n",
"\n",
" ===========================================================================\n",
" ========================> INITIALIZATION <=========================\n",
@@ -754,12 +754,12 @@
" Reading geometry XML file...\n",
" Reading materials XML file...\n",
" Reading cross sections XML file...\n",
- " Reading U235 from /home/romano/openmc/scripts/nndc_hdf5/U235.h5\n",
- " Reading U238 from /home/romano/openmc/scripts/nndc_hdf5/U238.h5\n",
- " Reading O16 from /home/romano/openmc/scripts/nndc_hdf5/O16.h5\n",
- " Reading H1 from /home/romano/openmc/scripts/nndc_hdf5/H1.h5\n",
- " Reading B10 from /home/romano/openmc/scripts/nndc_hdf5/B10.h5\n",
- " Reading Zr90 from /home/romano/openmc/scripts/nndc_hdf5/Zr90.h5\n",
+ " Reading U235 from /opt/xsdata/nndc/U235.h5\n",
+ " Reading U238 from /opt/xsdata/nndc/U238.h5\n",
+ " Reading O16 from /opt/xsdata/nndc/O16.h5\n",
+ " Reading H1 from /opt/xsdata/nndc/H1.h5\n",
+ " Reading B10 from /opt/xsdata/nndc/B10.h5\n",
+ " Reading Zr90 from /opt/xsdata/nndc/Zr90.h5\n",
" Maximum neutron transport energy: 2.00000E+07 eV for U235\n",
" Reading tallies XML file...\n",
" Building neighboring cells lists for each surface...\n",
@@ -830,20 +830,20 @@
"\n",
" =======================> TIMING STATISTICS <=======================\n",
"\n",
- " Total time for initialization = 5.5103E-01 seconds\n",
- " Reading cross sections = 4.0231E-01 seconds\n",
- " Total time in simulation = 2.8316E+01 seconds\n",
- " Time in transport only = 2.8154E+01 seconds\n",
- " Time in inactive batches = 2.5391E+00 seconds\n",
- " Time in active batches = 2.5777E+01 seconds\n",
- " Time synchronizing fission bank = 4.7698E-03 seconds\n",
- " Sampling source sites = 3.4259E-03 seconds\n",
- " SEND/RECV source sites = 1.2484E-03 seconds\n",
- " Time accumulating tallies = 7.7215E-04 seconds\n",
- " Total time for finalization = 1.8490E-05 seconds\n",
- " Total time elapsed = 2.8886E+01 seconds\n",
- " Calculation Rate (inactive) = 9845.87 neutrons/second\n",
- " Calculation Rate (active) = 3879.38 neutrons/second\n",
+ " Total time for initialization = 3.7096E-01 seconds\n",
+ " Reading cross sections = 2.7358E-01 seconds\n",
+ " Total time in simulation = 6.1575E+00 seconds\n",
+ " Time in transport only = 5.9806E+00 seconds\n",
+ " Time in inactive batches = 5.6300E-01 seconds\n",
+ " Time in active batches = 5.5945E+00 seconds\n",
+ " Time synchronizing fission bank = 2.5271E-03 seconds\n",
+ " Sampling source sites = 1.7912E-03 seconds\n",
+ " SEND/RECV source sites = 6.9749E-04 seconds\n",
+ " Time accumulating tallies = 2.8453E-04 seconds\n",
+ " Total time for finalization = 2.1079E-05 seconds\n",
+ " Total time elapsed = 6.5375E+00 seconds\n",
+ " Calculation Rate (inactive) = 44405.1 neutrons/second\n",
+ " Calculation Rate (active) = 17874.8 neutrons/second\n",
"\n",
" ============================> RESULTS <============================\n",
"\n",
@@ -966,6 +966,14 @@
"collapsed": false
},
"outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1835: RuntimeWarning: invalid value encountered in true_divide\n",
+ " self_rel_err = data['self']['std. dev.'] / data['self']['mean']\n"
+ ]
+ },
{
"data": {
"text/html": [
@@ -1078,13 +1086,13 @@
"\tDomain ID =\t10000\n",
"\tNuclide =\tU235\n",
"\tCross Sections [cm^-1]:\n",
- " Group 1 [0.625 - 20000000.0eV]:\t8.05e-03 +/- 3.37e-01%\n",
- " Group 2 [0.0 - 0.625 eV]:\t3.62e-01 +/- 6.02e-01%\n",
+ " Group 1 [0.625 - 20000000.0eV]:\t3.37e-01 +/- 3.37e-01%\n",
+ " Group 2 [0.0 - 0.625 eV]:\t6.02e-01 +/- 6.02e-01%\n",
"\n",
"\tNuclide =\tU238\n",
"\tCross Sections [cm^-1]:\n",
- " Group 1 [0.625 - 20000000.0eV]:\t7.36e-03 +/- 5.70e-01%\n",
- " Group 2 [0.0 - 0.625 eV]:\t6.74e-07 +/- 5.94e-01%\n",
+ " Group 1 [0.625 - 20000000.0eV]:\t5.70e-01 +/- 5.70e-01%\n",
+ " Group 2 [0.0 - 0.625 eV]:\t5.94e-01 +/- 5.94e-01%\n",
"\n",
"\tNuclide =\tO16\n",
"\tCross Sections [cm^-1]:\n",
@@ -1094,6 +1102,14 @@
"\n",
"\n"
]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1506: RuntimeWarning: invalid value encountered in true_divide\n",
+ " data = self.std_dev[indices] / self.mean[indices]\n"
+ ]
}
],
"source": [
@@ -1113,7 +1129,20 @@
"metadata": {
"collapsed": false
},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1835: RuntimeWarning: invalid value encountered in true_divide\n",
+ " self_rel_err = data['self']['std. dev.'] / data['self']['mean']\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1836: RuntimeWarning: invalid value encountered in true_divide\n",
+ " other_rel_err = data['other']['std. dev.'] / data['other']['mean']\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1837: RuntimeWarning: invalid value encountered in true_divide\n",
+ " new_tally._mean = data['self']['mean'] / data['other']['mean']\n"
+ ]
+ }
+ ],
"source": [
"# Store the cross section data in an \"mgxs/mgxs.h5\" HDF5 binary file\n",
"mgxs_lib.build_hdf5_store(filename='mgxs.h5', directory='mgxs')"
@@ -1179,6 +1208,14 @@
"collapsed": false
},
"outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1835: RuntimeWarning: invalid value encountered in true_divide\n",
+ " self_rel_err = data['self']['std. dev.'] / data['self']['mean']\n"
+ ]
+ },
{
"data": {
"text/html": [
@@ -1282,7 +1319,20 @@
"metadata": {
"collapsed": false
},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1835: RuntimeWarning: invalid value encountered in true_divide\n",
+ " self_rel_err = data['self']['std. dev.'] / data['self']['mean']\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1836: RuntimeWarning: invalid value encountered in true_divide\n",
+ " other_rel_err = data['other']['std. dev.'] / data['other']['mean']\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1837: RuntimeWarning: invalid value encountered in true_divide\n",
+ " new_tally._mean = data['self']['mean'] / data['other']['mean']\n"
+ ]
+ }
+ ],
"source": [
"# Load the library into the OpenMOC geometry\n",
"materials = load_openmc_mgxs_lib(mgxs_lib, openmoc_geometry)"
@@ -1307,126 +1357,134 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "[ NORMAL ] Importing ray tracing data from file...\n",
+ "[ NORMAL ] Ray tracing for track segmentation...\n",
+ "[ NORMAL ] Dumping tracks to file...\n",
"[ NORMAL ] Computing the eigenvalue...\n",
- "[ NORMAL ] Iteration 0:\tk_eff = 0.854512\tres = 0.000E+00\n",
- "[ NORMAL ] Iteration 1:\tk_eff = 0.802081\tres = 1.520E-01\n",
- "[ NORMAL ] Iteration 2:\tk_eff = 0.761887\tres = 6.346E-02\n",
- "[ NORMAL ] Iteration 3:\tk_eff = 0.732476\tres = 5.030E-02\n",
- "[ NORMAL ] Iteration 4:\tk_eff = 0.711139\tres = 3.873E-02\n",
- "[ NORMAL ] Iteration 5:\tk_eff = 0.696569\tres = 2.918E-02\n",
- "[ NORMAL ] Iteration 6:\tk_eff = 0.687626\tres = 2.051E-02\n",
- "[ NORMAL ] Iteration 7:\tk_eff = 0.683359\tres = 1.286E-02\n",
- "[ NORMAL ] Iteration 8:\tk_eff = 0.682952\tres = 6.234E-03\n",
- "[ NORMAL ] Iteration 9:\tk_eff = 0.685703\tres = 8.636E-04\n",
- "[ NORMAL ] Iteration 10:\tk_eff = 0.691013\tres = 4.084E-03\n",
- "[ NORMAL ] Iteration 11:\tk_eff = 0.698367\tres = 7.776E-03\n",
- "[ NORMAL ] Iteration 12:\tk_eff = 0.707327\tres = 1.067E-02\n",
- "[ NORMAL ] Iteration 13:\tk_eff = 0.717520\tres = 1.285E-02\n",
- "[ NORMAL ] Iteration 14:\tk_eff = 0.728629\tres = 1.443E-02\n",
- "[ NORMAL ] Iteration 15:\tk_eff = 0.740388\tres = 1.550E-02\n",
- "[ NORMAL ] Iteration 16:\tk_eff = 0.752573\tres = 1.616E-02\n",
- "[ NORMAL ] Iteration 17:\tk_eff = 0.764996\tres = 1.647E-02\n",
- "[ NORMAL ] Iteration 18:\tk_eff = 0.777503\tres = 1.652E-02\n",
- "[ NORMAL ] Iteration 19:\tk_eff = 0.789966\tres = 1.636E-02\n",
- "[ NORMAL ] Iteration 20:\tk_eff = 0.802282\tres = 1.604E-02\n",
- "[ NORMAL ] Iteration 21:\tk_eff = 0.814365\tres = 1.560E-02\n",
- "[ NORMAL ] Iteration 22:\tk_eff = 0.826151\tres = 1.507E-02\n",
- "[ NORMAL ] Iteration 23:\tk_eff = 0.837587\tres = 1.448E-02\n",
- "[ NORMAL ] Iteration 24:\tk_eff = 0.848635\tres = 1.385E-02\n",
- "[ NORMAL ] Iteration 25:\tk_eff = 0.859266\tres = 1.320E-02\n",
- "[ NORMAL ] Iteration 26:\tk_eff = 0.869461\tres = 1.254E-02\n",
- "[ NORMAL ] Iteration 27:\tk_eff = 0.879207\tres = 1.187E-02\n",
- "[ NORMAL ] Iteration 28:\tk_eff = 0.888500\tres = 1.122E-02\n",
- "[ NORMAL ] Iteration 29:\tk_eff = 0.897337\tres = 1.058E-02\n",
- "[ NORMAL ] Iteration 30:\tk_eff = 0.905724\tres = 9.955E-03\n",
- "[ NORMAL ] Iteration 31:\tk_eff = 0.913666\tres = 9.354E-03\n",
- "[ NORMAL ] Iteration 32:\tk_eff = 0.921173\tres = 8.776E-03\n",
- "[ NORMAL ] Iteration 33:\tk_eff = 0.928257\tres = 8.224E-03\n",
- "[ NORMAL ] Iteration 34:\tk_eff = 0.934932\tres = 7.697E-03\n",
- "[ NORMAL ] Iteration 35:\tk_eff = 0.941213\tres = 7.197E-03\n",
- "[ NORMAL ] Iteration 36:\tk_eff = 0.947114\tres = 6.723E-03\n",
- "[ NORMAL ] Iteration 37:\tk_eff = 0.952653\tres = 6.275E-03\n",
- "[ NORMAL ] Iteration 38:\tk_eff = 0.957845\tres = 5.853E-03\n",
- "[ NORMAL ] Iteration 39:\tk_eff = 0.962707\tres = 5.455E-03\n",
- "[ NORMAL ] Iteration 40:\tk_eff = 0.967255\tres = 5.080E-03\n",
- "[ NORMAL ] Iteration 41:\tk_eff = 0.971506\tres = 4.729E-03\n",
- "[ NORMAL ] Iteration 42:\tk_eff = 0.975476\tres = 4.399E-03\n",
- "[ NORMAL ] Iteration 43:\tk_eff = 0.979181\tres = 4.090E-03\n",
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]
}
],
@@ -1459,8 +1517,8 @@
"output_type": "stream",
"text": [
"openmc keff = 1.025390\n",
- "openmoc keff = 1.026401\n",
- "bias [pcm]: 101.1\n"
+ "openmoc keff = 1.026386\n",
+ "bias [pcm]: 99.6\n"
]
}
],
@@ -1568,7 +1626,7 @@
{
"data": {
"text/plain": [
- ""
+ ""
]
},
"execution_count": 43,
@@ -1577,9 +1635,9 @@
},
{
"data": {
- "image/png": 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gb5MkYj5pq2qun4TT67guhNQr9G2SROpl5ZpfnJldyURXpvH8U/575fW37EEo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\n",
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AHcysP/BhCGEe8GvgSjN7F5gDXAfMBx71liUipac2L1IZmnOGPwgYT/x9LgA3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\nYII=\n",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -1619,7 +1677,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.5.2"
+ "version": "3.6.0"
}
},
"nbformat": 4,
diff --git a/docs/source/pythonapi/examples/mgxs-part-iv.ipynb b/docs/source/pythonapi/examples/mgxs-part-iv.ipynb
index b070748ba..9076e0028 100644
--- a/docs/source/pythonapi/examples/mgxs-part-iv.ipynb
+++ b/docs/source/pythonapi/examples/mgxs-part-iv.ipynb
@@ -425,7 +425,7 @@
"outputs": [
{
"data": {
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+ "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPoAAAD6AgMAAAD1grKuAAAABGdBTUEAALGPC/xhBQAAACBjSFJN\nAAB6JgAAgIQAAPoAAACA6AAAdTAAAOpgAAA6mAAAF3CculE8AAAADFBMVEX////pgJFyEhJNv8RV\nUZDeAAAAAWJLR0QAiAUdSAAAAAd0SU1FB+EBEw0pM51O3ugAAAWFSURBVGje7Zs7cttADIZ9CSvX\ncrP0iCxUqbBc8Ag6xR6BhV2EvYvwFD4CCx1ABT1jMdgndpegRQnOrCbjpPlGESISC4A/gd27e8H5\n83CX3b4+iKJrRHkS4vkghMPBonRYWGwtfgD2YN+dRDUOoh6lACw0Noi9w2fESuEoAR/uVuMolX03\n9oXGT7F3eFL2iEfhUX1f4cPdL/ishs+68ai+udE4xPhexbjX2FfjGNoPj/DPNX4Tsd+EODr8FvsV\ndf1Hd9P2VvCi4+s/aXvrf+upAD+1/9GV1mkOH5X9vV6THtfvACslcaUCbESL61drBPtdI8SrFMWr\nELsXCkuFDYW75gbiP7d9Cf7bAYI/aCwUShrBvh30+lWQkzVgZ/HD4OixNCgcQpJ3BxU/Ln91elKo\nM5VEE38QtJ+Yv6cQ9xjKNYayyl8TypP8DfJnQ2H/b/N3ye9P83cT33SQv/sQh9gV7zZ/0dNj5HQa\nC5vVzv9+/WFN2w8KVaZ2BwL1+pv4g0x1QRfjq0dB4Q3kT277oP6VNL6gKxNU9a8zK+WLbi/Wwpdi\nhbboKqyxFOulHMj6v4W/AXbmUeAxrv9J/CqEBXaRKsXaodD4nsYvkT/G6H1D4SR/iPy1Roj9JsQ5\ne18/7EUHv1+Fvx/Xj5V9Ugb5K8TW4TZEEdcvoz/up0VTe9qsVIppKVX6a7D6y9ZvwEKjrtQxPtv6\nfXII9vCxKOGaIeAIfEF8IvAG8ie3vRK9rRQl+PPpSctbhfpTUCpviH+kxsZgpT91+snoX1l49KK3\niUQvICRy5aUw6l8leoVwoo3Uv1rKreF/UFLY6d9QP4L9Wf2r7EP9GOSfcsjZ56f60kz+XmVPXv+R\nuP49ff0T/53Rv6n/7m2lvXT9Wqd/VUz8hvh5M/ED6ILmt4mfHYZSaePnTWpsf/SvqV9O6dLYYClL\nEetnoH/LBLFoBvrX189uTv8++kot5vTvQD4/9jP690g9P/4z/bvo/XVG/xYoZZx+8fr3MxAtsf7t\nUOkG2JqsTtCIpgCt/qX1226KqZS7gfzJbe+c9jLrtIZ8lXD+s4umlW6AKIVrlML2/cXjgPFjlJqI\nRC+Fj0bVJe+vSh56pSdR6YkQ1ygF10Wqf0FeLta/iKn9Mv1L24ti2e+7W4n1b3T/W+L+t9H9T/Sv\nVboUmqJJon1/hZq8LnzRDlDrX1u0xRT1+6vEpomMmyYkqi95vIH8yW1PN+122KkLcNLKi/WTF01z\n/cNASrWE/l3ev6T17zX909z9X27/euK/Rf3zWP+Waf9eEv37KkWJ+rfDl6ZglNDa+cEBhwYDvkoN\nP/rX69814NaI3imq0l7OYDy/qSdDGwr7r+Y3VbzoKZr6XX2lfxfOb87qXzr+b1j/Xlp/nP6dn98M\ncdH7cn7zjPObKsYWS3Eb9w8n85smHtqQuPuZ30T2dlIT6F9xFl+n8xslegL9a4c2KRr9W4rp/GYq\numiM9Nec/j2v/yj9u1h//hv9e93vc++f63/u+rPjL3f+5Lbn1j9m/eXWf+7zh/v8+2b9e/Hzn6s/\nuPqHrb8g71n6L3f+5Lbnvn8w33+4718/+5d47//c/gO7/5E7/nPbc/tv3P4fs//I7X9y+6/fqH+v\n6j9z+9/c/ju3/8+eP+TOn9z23PkXc/7Gnf9x5483q38Xzn+582fu/Js9fy8kb/6fO39y23P3n3S8\n/S/c/Tfc/T83uX/pgv1XE/9duP+Lu/+Mvf8td/znti8kb/8ld/9nx9t/Sjw/Ltr/yt1/+337f6/b\nf0zoB3nJ/ucVc/81d/83e/957vzJbc89/8A8f8E9/5HE78XnT/4H/cs5f8Q9/8Q9f8U+/5U7f3Lb\nc88fdrzzjyvm+cuf/Uu887/c88fs88954/8vO4SjPC+2QRIAAAAldEVYdGRhdGU6Y3JlYXRlADIw\nMTctMDEtMTlUMTM6NDE6NTEtMDU6MDDiUaexAAAAJXRFWHRkYXRlOm1vZGlmeQAyMDE3LTAxLTE5\nVDEzOjQxOjUxLTA1OjAwkwwfDQAAAABJRU5ErkJggg==\n",
"text/plain": [
""
]
@@ -571,7 +571,7 @@
"name": "stderr",
"output_type": "stream",
"text": [
- "/home/nelsonag/git/openmc/openmc/mgxs/library.py:398: RuntimeWarning: The P0 correction will be ignored since the scattering order 0 is greater than zero\n",
+ "/home/nelsonag/git/openmc/openmc/mgxs/library.py:426: RuntimeWarning: The P0 correction will be ignored since the scattering order 0 is greater than zero\n",
" warn(msg, RuntimeWarning)\n"
]
}
@@ -724,11 +724,11 @@
" %%%%%%%%%%%\n",
"\n",
" | The OpenMC Monte Carlo Code\n",
- " Copyright | 2011-2016 Massachusetts Institute of Technology\n",
+ " Copyright | 2011-2017 Massachusetts Institute of Technology\n",
" License | http://openmc.readthedocs.io/en/latest/license.html\n",
" Version | 0.8.0\n",
- " Git SHA1 | 346deb258f969a2522bef0774ae1576043ac0de7\n",
- " Date/Time | 2016-12-02 18:12:03\n",
+ " Git SHA1 | 2bf05f281e566a81e181ee0e9c699138b37b57b4\n",
+ " Date/Time | 2017-01-19 13:41:51\n",
" OpenMP Threads | 8\n",
"\n",
" ===========================================================================\n",
@@ -815,20 +815,20 @@
"\n",
" =======================> TIMING STATISTICS <=======================\n",
"\n",
- " Total time for initialization = 4.7681E-01 seconds\n",
- " Reading cross sections = 3.4878E-01 seconds\n",
- " Total time in simulation = 7.8339E+00 seconds\n",
- " Time in transport only = 7.6987E+00 seconds\n",
- " Time in inactive batches = 9.5272E-01 seconds\n",
- " Time in active batches = 6.8812E+00 seconds\n",
- " Time synchronizing fission bank = 4.8350E-03 seconds\n",
- " Sampling source sites = 3.3404E-03 seconds\n",
- " SEND/RECV source sites = 1.4577E-03 seconds\n",
- " Time accumulating tallies = 1.0196E-04 seconds\n",
- " Total time for finalization = 2.6290E-06 seconds\n",
- " Total time elapsed = 8.3293E+00 seconds\n",
- " Calculation Rate (inactive) = 52481.1 neutrons/second\n",
- " Calculation Rate (active) = 29064.6 neutrons/second\n",
+ " Total time for initialization = 3.3473E-01 seconds\n",
+ " Reading cross sections = 2.5183E-01 seconds\n",
+ " Total time in simulation = 7.7748E+00 seconds\n",
+ " Time in transport only = 7.7274E+00 seconds\n",
+ " Time in inactive batches = 9.1102E-01 seconds\n",
+ " Time in active batches = 6.8638E+00 seconds\n",
+ " Time synchronizing fission bank = 4.9485E-03 seconds\n",
+ " Sampling source sites = 3.3972E-03 seconds\n",
+ " SEND/RECV source sites = 1.5148E-03 seconds\n",
+ " Time accumulating tallies = 1.1154E-04 seconds\n",
+ " Total time for finalization = 3.1040E-06 seconds\n",
+ " Total time elapsed = 8.1276E+00 seconds\n",
+ " Calculation Rate (inactive) = 54883.7 neutrons/second\n",
+ " Calculation Rate (active) = 29138.3 neutrons/second\n",
"\n",
" ============================> RESULTS <============================\n",
"\n",
@@ -971,11 +971,11 @@
"name": "stderr",
"output_type": "stream",
"text": [
- "/home/nelsonag/git/openmc/openmc/tallies.py:1974: RuntimeWarning: invalid value encountered in true_divide\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1835: RuntimeWarning: invalid value encountered in true_divide\n",
" self_rel_err = data['self']['std. dev.'] / data['self']['mean']\n",
- "/home/nelsonag/git/openmc/openmc/tallies.py:1975: RuntimeWarning: invalid value encountered in true_divide\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1836: RuntimeWarning: invalid value encountered in true_divide\n",
" other_rel_err = data['other']['std. dev.'] / data['other']['mean']\n",
- "/home/nelsonag/git/openmc/openmc/tallies.py:1976: RuntimeWarning: invalid value encountered in true_divide\n",
+ "/home/nelsonag/git/openmc/openmc/tallies.py:1837: RuntimeWarning: invalid value encountered in true_divide\n",
" new_tally._mean = data['self']['mean'] / data['other']['mean']\n"
]
}
@@ -1084,9 +1084,9 @@
"outputs": [
{
"data": {
- "image/png": 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VaeeKdyuZjh3hhRfg3HNh2DC3ydzNN9smc8ZAad/Yw4grCSjUTz/BmBIMWM+Z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\n",
+ "image/png": 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G5xwL7IH1uFycdq4Et7Lp3h2eeAL+8hcYNsw2mfvXv3yTOeegvG/sUSSVBBTr\np59gdBkGrKdOtd6PZ56xXlrnyinOUAsispaIjBCRO0VkheDY7iLSO9nwWly3I9AX+N/IZbBL7tNY\nL0zquU8BdwO7i8jXIlK2GTcdOlh1+f/9H4wcCTvuCJMnl+vqzlWvWuwBLOeS6UceaZtSljoR+te/\n7L6YmTbOxRW5x0NEtgMeB14BBmI1H98BmwJ/AA5IMsA0y2H7wkxJOz4FWC/1gKoOitp4XV0d3bp1\na3Zs6NChDB06NGpTABx+OGywgdV/9O9viwj16xerKedahWpfMr0Uy69nSyIytTc+y/7eua4dZajF\nuWI1NDTQ0NDQ7NjMmTMjtRFnqOUi4CxVvVxEUjvpngWOj9FeErLtmBtJfX09ffr0SSCcJr/6VfNN\n5m66CX7/+0Qv4VzNaEtvjGFCUOoaj1Tz59u+LOutl/9c5+LI9GF8zJgx9O3bt+A24iQeG5O5vuM7\noHuM9qL4AVgIrJh2fAVa9oJUjVVWgRdegGOOgYMOsv0TLrzQFvxxri1JclZLkklMKabRFrOOx7hx\n2Z/7/vvsz40eXViNSLXUtLi2KU6NxwygR4bjmwMF7CwQn6rOx9YK2Sk8FhSg7gS8Wmz7dXV1DB48\nuEU3UhI6d4ZbbrHaj8sugz33hOnTE7+Mc1WtWhcQy9c7kdS18+0QG8ZxfFrfcdjWuHGwwgrFx+Zc\nEhoaGhg8eDB1dXWRXhd3r5Z/iMhK2PBGOxHZBrgUGBmjvWZEZAkR2VRENgsOrRl83TP4+nLgaBE5\nRETWB64DugC3FHvt+vp6GhsbY9d05CMCJ55os17eeMP2efnoo5JcyrmqVK0LiEW5XjEOTNnlKk57\nX37Z8lixvRci/nfIxTN06FAaGxupj7hWf5zE4wzgY2AisCTwIfAi1uMwIkZ76foBY7GeDcXW7BgD\nDAdQ1XuAk4Fzg/M2AXZV1RwdkNVl0CB4803o2NGSj//8p9IROVce1V7jUeoej/vuS679YqQnK++/\nX5k4XNsUucZDVecBR4nIuVi9x5LAWFX9LImAgj1WciZEqnoNcE0S10sVzmopZiZLodZe27a+Pvhg\nGDwYzj0XzjjDlmB3rrWq1lktlVgqvdqTMOfyCWe4lGNWCwCqOhGYKCIdgM5x26kmpZjVkkvXrrbH\ny/DhtpnT2LFWB9K1a9lCcK6sSrFkerkkvUlclNeE106qKHTu3MztOxdF+CE96qyWgj9fi8heInJY\n2rEzsR2buoALAAAgAElEQVRgZ4jIkyKyTMFXdoD1cAwfbmt8PPWUTb/9LJG+I+eqT7X3eJTzDTjO\ntZJa4jzTLtqTJtl6QxE/vDoXWZSO/ZOwfVQAEJGtsTqL87A9W3oCvglzTPvsYwWnCxbYf37fQ8G1\nRrX4ybqakpHrr295bOLEZK5922225pBvcOlKLUri0ZvmU1YPAJ5S1fNV9QGs4HOvJIMrt1JOpy3E\nBhtY0emAATbd9vzza/MPtXPZVPuslrCtb79tORxRbJuFHq+EaorF1Y6402mj1Hh0BaamfL0tcG/K\n1x8AK0e6epUpd41HJt262eZNw4fDWWfBmDFe9+Faj2pfxyO08sq21cEDD0RvK1ubxbwm6Z9bJYpp\nXetT8hoPbHGwDQBEZElsb5bUHpDuwOwI7bksvO7DtVbV3uOR6pln8p+TSyFxqcJLLxV3nSSo+mqm\nrnyiJB73AleIyMHAjcBk4PWU5/sBnyQYW5vndR+utan2WS2ZkoVS7k57xx0wcCC8/HLu8w4/PF4M\nzlWjKInHucBbwFXAZsBBqpq6APBQ4JEEYyu7Std4ZOJ1H641KfUCXXGvV8islqT/36nCN8EmE1On\nNo8j3Z13JnttH2pxSSh5jYeqzgEOyfH8DpGuXIWqocYjk/S6j7fegltvtePO1ZK29KZWzUMX6f8O\nqUMtl19uixr6JpYun3LUeLgKCus+Hn7Yprv165d7B0vnqlEpEo8k2qz0yqXVlJC9/DJ0iL20pHP5\neeJRYwYPtrn2XbrYPi933FHpiJwrXLUOtRRyfilmtVSqV+Tee/Of41ypeOJRg9ZeG157DQ44AA46\nCIYNg3nzKh2Vc/lVa49HKeSbdZPpeLkSkcmT88fiXKl4h1qKcm4SV6wuXazOY6ut4IQTrBfkvvtg\n1VUrHZlz2aXOail2CmeSb5aVLrYs9dTgQlx7beWu7WpT3E3iEunxEJGlk2in0urr62lsbKz6pCMk\nAn/8o60D8M030KcPPPtspaNyLrtS1DUkOTxS7uXRKzXUsmBBy1jGj2953s47Z16m3Tmw4tLGxkbq\n6+sjvS5y4iEip4nIkJSv7wGmisg3IrJp1PZc8bbc0lY43XRTGDQILrqo+tdLcG1TkolHta6CWuk2\nk/TMM3Dssc2PHXEEnHxyZeJxrUOcHo9jgIkAIjIIGATsDjwOXJJcaC6K5ZeHJ56A00+32777wowZ\nlY7KueaqtcejErvT5oqjmt18s025dS6uOIlHD4LEA9gTuEdVnwQuBvonFZiLrn17GDECGhvhhRds\ntdP33qt0VM41KXePR9y9WqK2MX9+tDarTaUTLte2xEk8pgM9g8e7AU8HjwXwJWeqwF57NU25/dWv\n4PbbKx2Rcya9uDQJ5VptNFtbn3wCnTpZsh+1vWpJTjzxcOUUZ1bLA8CdIvIZtjHc48HxzYDPkwqs\nEmppVks+4ZTbP/4RDj4YXn0V6uthscUqHZlry6q1xyPu+QAff2z3r7/e/HiUtsJzK5WIjB1bmeu6\n2hZ3VkucxKMO+Arr9ThVVX8KjvcAronRXtWo1iXT4+rSBW65BbbeGv78ZytAvfde6Nkz70udK4ly\nr9aZROJRqgSpmnoZ4qwD9NRTVszu2q6yLZmuqvNV9VJVPUFVx6Ycv0JVb4ranistETjmGJtyO2mS\nTbktdrtv5+JKfbMtduZVIWtfJFHjUWhb6c9X88ql6eL8TdhlF68hc/HEmU57qIjskfL1xSIyQ0Re\nFZFeyYbnkrLFFtbjsfnm9gfjggt8yq0rv2rv8SjntaupxyMcLopq1qxk43BtQ5zi0jOAOQAishUw\nDDgV+AGItoqIK6vlloPHH4czzoAzz7Qpt9OnVzoq15aUosaj1AuIFdtrEqVXI9e5v/xSeDtJSP9g\n8vXXLeOrpuTJ1Y44iUdPmopI9wHuU9UbgNOBAUkF5kqjfXs47zx45BF48UUbennzzUpH5dqKUsxq\nySXJoZakrpXp/A8/zN/GG29Ej6kY6asgv/JKea/vWq84icdP2GwWgF1omk77C7B4EkG50ttzT6tk\nX2EF2HZbuPJK//TiSq/aFxBLUpRFyc4+G/773+RjKMbChfnP8b8ZLo44icdTwE0ichOwLvBocLw3\nNtulZtXV1TF48GAaGhoqHUpZrL66FZ0OGwYnngj77edDL660Ut/MWst02lCxycvMmZXfrC6XfN/f\nxImVj9GVV0NDA4MHD6auri7S6+IkHscBrwHLA/ur6tTgeF+gpt+xa22TuCR06mTLHz/0EDz/vBWf\n+tCLK5UkE49C2kniGoXuHJv+fDVvUBdHrvqXH36A1VaztYJc21G2TeJUdYaqDlPVvVX1iZTj56jq\n+VHbc9Vh771t6GWllWCbbewPSLX/IXS1J3VX1Grq8ajUXi1Rekkq+f/x5ZfhnntaHg9jCtePGj3a\n7idNgltvLU9srvbE6fFARJYWkZNF5CYRuVFEThKRbkkH58pr9dWt4PSEE+Ckk2DwYPj++0pH5VqT\n1B6PpKZzl2vJ9KRVc2zpxo6FadMyP/fss7ZSMjR9T/vvD4cd1vy8hx+2RGv27JKF6WpEnHU8+gFf\nYCuYLgssFzz+QkRaz7KfbVSnTnDppTbr5fXXYdNN4emn87/OuUJUa49HIW3kayu99yJqzUc17d2S\nLtv3/tNPsNNOLY//+GPLYyNH2r3Xkbk4PR71QCOwuqrup6r7AmsA/wGuSDI4Vzl77mmrEvbubQuO\nnXZavGWVnUuVZI1H2GPSLsdfsXLWWbTmmo5sSdGee2Z/TSHturYpTuLRD/iHqv7vs0vw+OLgOddK\n9OgBo0bBRRdZAeo228DnNb0NoKu01B6PpJZML/YcqN6ehmoxb1703XfTpf6MBw6Eq64qrj1Xu+Ik\nHj8Cq2U43hPwBXRbmXbt4NRTbXfbGTNs1svIkf6pxcWT2uNRyDoRuZRi5dJCrpfU61Th3XdLf/0k\nnHpqYefddRdMmJD7HFWbxn/CCcXH5WpTnMTjbuDfIjJERHqKyKoiciBwEzU+ndZl17+/7fWy//5w\n6KFw0EFNlezOFSq1x2P+/OLaCntMqmXJ9Dhuu610bRfryy/jvW711Zt6NxYsgDlz7LH3KrlQnMTj\nFOABYCS2YNgE4BbgPuC0pAJz1adrV7jlFrjjDis+3XxzX0bZRZPay1Fs4lHu3WmTFnXdj3L3eBx3\nXPzXhv+2++wDXbrAFVc0JZ3eW+rirOMxT1VPAJYBNgM2B5ZV1TpVnZt0gK76/O538M47tubHgAFW\neDrX/+VdAVJ7PFIfx5Fkj0cp1vFoy2+wn35q948G61rX1dkihc5BxMRDRDqIyAIR2UhVZ6vqOFV9\nT1VbxczstrZkejHWXNPGaS+4wBYb69fPkhHncqnWHo9ir5OUtjAc0ZYTstamLEumB7NXvgbaR7pK\njWiLS6YXo317+Otf4e237XH//jBiRPGfZF3rVe01HklKOoloLW/Yd99d6QhcUsq2ZDpwPnCBiCwb\n47WuFdpkE9vf5dRT4ZxzbNrtJ59UOipXjVJ7PIpNUEtR41HON/f0a730UvmuXUmnpVQCTpxYuThc\n5cRJPIYBA4FJIvKJiIxJvSU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fDUcfDf/4B/ztb3DggTbUUysmTGhaTwNsZtBSSzVNnT3v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\nNi48zMzMrDb/DzowqQINUNKpAAAAAElFTkSuQmCC\n",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -1094,9 +1094,9 @@
},
{
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zOLrt7u5HuXvJ92rpCLp2hRNPDGt97LIL/PjHsNNO0Nxc6chERJIppMbjq6/y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\n0e0O1haPA5I0hFTJdt8uFWkPLgUO9Eu3I4EVkp4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+ "image/png": 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UGDoU7rsP/ud/Kh2N1AJNpxURkcRefz18fe65ysYhnZcSDxERaUWd4VIqSjxERESkbJR4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\n2vlwE7MAAAAASUVORK5CYII=\n",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -1104,9 +1104,9 @@
},
{
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FFqfHY9NoM+AXGV9vCmwIvAYcXuD4pBXr2ROefjr0gOywAzz1VLkjEhGRYsu7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\nYWZmZl3jwsPMzMy6xoWHmZmZdY0LDzMblCRdKql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+ "image/png": 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KLU6PR59oM+BXGV/3ATYC3gWOLnB80oJ16wYvvRR6QHbaCUaNKndEIiJSbHn3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\nMDMzs9r8H83Bv+qfORA5AAAAAElFTkSuQmCC\n",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -1184,11 +1184,11 @@
" %%%%%%%%%%%\n",
"\n",
" | The OpenMC Monte Carlo Code\n",
- " Copyright | 2011-2016 Massachusetts Institute of Technology\n",
+ " Copyright | 2011-2017 Massachusetts Institute of Technology\n",
" License | http://openmc.readthedocs.io/en/latest/license.html\n",
" Version | 0.8.0\n",
- " Git SHA1 | 346deb258f969a2522bef0774ae1576043ac0de7\n",
- " Date/Time | 2016-12-02 18:12:18\n",
+ " Git SHA1 | 2bf05f281e566a81e181ee0e9c699138b37b57b4\n",
+ " Date/Time | 2017-01-19 13:42:06\n",
" OpenMP Threads | 8\n",
"\n",
" ===========================================================================\n",
@@ -1213,56 +1213,56 @@
"\n",
" Bat./Gen. k Average k \n",
" ========= ======== ==================== \n",
- " 1/1 0.98369 \n",
- " 2/1 1.01520 \n",
- " 3/1 1.03642 \n",
- " 4/1 1.02658 \n",
- " 5/1 1.03102 \n",
- " 6/1 1.05382 \n",
- " 7/1 1.01978 \n",
- " 8/1 1.01753 \n",
- " 9/1 1.02420 \n",
- " 10/1 0.99889 \n",
- " 11/1 1.04874 \n",
- " 12/1 1.01382 1.03128 +/- 0.01746\n",
- " 13/1 1.03987 1.03414 +/- 0.01048\n",
- " 14/1 1.02282 1.03131 +/- 0.00793\n",
- " 15/1 1.03282 1.03162 +/- 0.00615\n",
- " 16/1 0.99669 1.02579 +/- 0.00769\n",
- " 17/1 1.00052 1.02218 +/- 0.00743\n",
- " 18/1 1.01124 1.02082 +/- 0.00658\n",
- " 19/1 1.00629 1.01920 +/- 0.00602\n",
- " 20/1 1.05322 1.02260 +/- 0.00637\n",
- " 21/1 1.00763 1.02124 +/- 0.00592\n",
- " 22/1 1.01841 1.02101 +/- 0.00541\n",
- " 23/1 1.03430 1.02203 +/- 0.00508\n",
- " 24/1 1.03064 1.02264 +/- 0.00474\n",
- " 25/1 1.03272 1.02331 +/- 0.00447\n",
- " 26/1 1.01226 1.02262 +/- 0.00424\n",
- " 27/1 1.00883 1.02181 +/- 0.00406\n",
- " 28/1 1.02712 1.02211 +/- 0.00384\n",
- " 29/1 1.03146 1.02260 +/- 0.00367\n",
- " 30/1 1.02964 1.02295 +/- 0.00350\n",
- " 31/1 0.99832 1.02178 +/- 0.00353\n",
- " 32/1 1.03420 1.02234 +/- 0.00341\n",
- " 33/1 1.01860 1.02218 +/- 0.00326\n",
- " 34/1 1.03328 1.02264 +/- 0.00316\n",
- " 35/1 1.01865 1.02248 +/- 0.00303\n",
- " 36/1 1.02643 1.02264 +/- 0.00292\n",
- " 37/1 1.01070 1.02219 +/- 0.00284\n",
- " 38/1 1.01871 1.02207 +/- 0.00274\n",
- " 39/1 0.98827 1.02090 +/- 0.00289\n",
- " 40/1 1.01740 1.02079 +/- 0.00279\n",
- " 41/1 1.02920 1.02106 +/- 0.00272\n",
- " 42/1 1.02541 1.02119 +/- 0.00263\n",
- " 43/1 1.01457 1.02099 +/- 0.00256\n",
- " 44/1 1.00618 1.02056 +/- 0.00252\n",
- " 45/1 1.03521 1.02098 +/- 0.00248\n",
- " 46/1 1.01586 1.02083 +/- 0.00242\n",
- " 47/1 1.03337 1.02117 +/- 0.00238\n",
- " 48/1 1.01726 1.02107 +/- 0.00232\n",
- " 49/1 1.03974 1.02155 +/- 0.00231\n",
- " 50/1 1.04169 1.02205 +/- 0.00230\n",
+ " 1/1 0.98551 \n",
+ " 2/1 1.05279 \n",
+ " 3/1 1.03429 \n",
+ " 4/1 1.01472 \n",
+ " 5/1 1.01149 \n",
+ " 6/1 1.07167 \n",
+ " 7/1 1.00534 \n",
+ " 8/1 1.02138 \n",
+ " 9/1 1.03005 \n",
+ " 10/1 0.99297 \n",
+ " 11/1 1.00323 \n",
+ " 12/1 1.00757 1.00540 +/- 0.00217\n",
+ " 13/1 1.02578 1.01219 +/- 0.00691\n",
+ " 14/1 1.01920 1.01395 +/- 0.00519\n",
+ " 15/1 1.02700 1.01656 +/- 0.00479\n",
+ " 16/1 1.02370 1.01775 +/- 0.00409\n",
+ " 17/1 1.00321 1.01567 +/- 0.00403\n",
+ " 18/1 1.01318 1.01536 +/- 0.00351\n",
+ " 19/1 1.02439 1.01636 +/- 0.00325\n",
+ " 20/1 1.03004 1.01773 +/- 0.00321\n",
+ " 21/1 1.01840 1.01779 +/- 0.00291\n",
+ " 22/1 1.00581 1.01679 +/- 0.00284\n",
+ " 23/1 1.01457 1.01662 +/- 0.00261\n",
+ " 24/1 1.03033 1.01760 +/- 0.00261\n",
+ " 25/1 1.00450 1.01673 +/- 0.00258\n",
+ " 26/1 1.03680 1.01798 +/- 0.00272\n",
+ " 27/1 1.02786 1.01856 +/- 0.00262\n",
+ " 28/1 1.01150 1.01817 +/- 0.00250\n",
+ " 29/1 0.99850 1.01714 +/- 0.00258\n",
+ " 30/1 1.02729 1.01764 +/- 0.00250\n",
+ " 31/1 1.02587 1.01803 +/- 0.00241\n",
+ " 32/1 1.01423 1.01786 +/- 0.00231\n",
+ " 33/1 1.05449 1.01945 +/- 0.00272\n",
+ " 34/1 0.99908 1.01861 +/- 0.00274\n",
+ " 35/1 1.02441 1.01884 +/- 0.00264\n",
+ " 36/1 1.01844 1.01882 +/- 0.00253\n",
+ " 37/1 1.03198 1.01931 +/- 0.00249\n",
+ " 38/1 1.05078 1.02043 +/- 0.00265\n",
+ " 39/1 1.01134 1.02012 +/- 0.00257\n",
+ " 40/1 1.01423 1.01992 +/- 0.00249\n",
+ " 41/1 1.03987 1.02057 +/- 0.00250\n",
+ " 42/1 1.05429 1.02162 +/- 0.00264\n",
+ " 43/1 1.02057 1.02159 +/- 0.00256\n",
+ " 44/1 1.05473 1.02256 +/- 0.00266\n",
+ " 45/1 1.05482 1.02349 +/- 0.00275\n",
+ " 46/1 1.04267 1.02402 +/- 0.00272\n",
+ " 47/1 1.05108 1.02475 +/- 0.00275\n",
+ " 48/1 1.03071 1.02491 +/- 0.00268\n",
+ " 49/1 1.04354 1.02538 +/- 0.00265\n",
+ " 50/1 1.01329 1.02508 +/- 0.00260\n",
" Creating state point statepoint.50.h5...\n",
"\n",
" ===========================================================================\n",
@@ -1272,27 +1272,27 @@
"\n",
" =======================> TIMING STATISTICS <=======================\n",
"\n",
- " Total time for initialization = 4.3487E-02 seconds\n",
- " Reading cross sections = 3.0800E-03 seconds\n",
- " Total time in simulation = 8.6325E+00 seconds\n",
- " Time in transport only = 8.0901E+00 seconds\n",
- " Time in inactive batches = 6.8907E-01 seconds\n",
- " Time in active batches = 7.9435E+00 seconds\n",
- " Time synchronizing fission bank = 5.1527E-03 seconds\n",
- " Sampling source sites = 3.5060E-03 seconds\n",
- " SEND/RECV source sites = 1.5677E-03 seconds\n",
- " Time accumulating tallies = 1.1610E-04 seconds\n",
- " Total time for finalization = 3.1340E-06 seconds\n",
- " Total time elapsed = 8.6927E+00 seconds\n",
- " Calculation Rate (inactive) = 72561.5 neutrons/second\n",
- " Calculation Rate (active) = 25177.9 neutrons/second\n",
+ " Total time for initialization = 6.3715E-02 seconds\n",
+ " Reading cross sections = 2.8338E-02 seconds\n",
+ " Total time in simulation = 7.4003E+00 seconds\n",
+ " Time in transport only = 7.3543E+00 seconds\n",
+ " Time in inactive batches = 6.4307E-01 seconds\n",
+ " Time in active batches = 6.7572E+00 seconds\n",
+ " Time synchronizing fission bank = 4.9557E-03 seconds\n",
+ " Sampling source sites = 3.4097E-03 seconds\n",
+ " SEND/RECV source sites = 1.4729E-03 seconds\n",
+ " Time accumulating tallies = 1.0309E-04 seconds\n",
+ " Total time for finalization = 3.1860E-06 seconds\n",
+ " Total time elapsed = 7.4812E+00 seconds\n",
+ " Calculation Rate (inactive) = 77751.8 neutrons/second\n",
+ " Calculation Rate (active) = 29598.1 neutrons/second\n",
"\n",
" ============================> RESULTS <============================\n",
"\n",
- " k-effective (Collision) = 1.02178 +/- 0.00213\n",
- " k-effective (Track-length) = 1.02205 +/- 0.00230\n",
- " k-effective (Absorption) = 1.02440 +/- 0.00198\n",
- " Combined k-effective = 1.02354 +/- 0.00179\n",
+ " k-effective (Collision) = 1.02372 +/- 0.00236\n",
+ " k-effective (Track-length) = 1.02508 +/- 0.00260\n",
+ " k-effective (Absorption) = 1.02607 +/- 0.00165\n",
+ " Combined k-effective = 1.02576 +/- 0.00170\n",
" Leakage Fraction = 0.00000 +/- 0.00000\n",
"\n"
]
@@ -1374,8 +1374,8 @@
"output_type": "stream",
"text": [
"Continuous-Energy keff = 1.024739\n",
- "Multi-Group keff = 1.023545\n",
- "bias [pcm]: 119.4\n"
+ "Multi-Group keff = 1.025758\n",
+ "bias [pcm]: -101.9\n"
]
}
],
@@ -1472,7 +1472,7 @@
{
"data": {
"text/plain": [
- ""
+ ""
]
},
"execution_count": 41,
@@ -1481,9 +1481,9 @@
},
{
"data": {
- "image/png": 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IiIjknJIBERGRnFMyICIiknNKBkRERHJOyYCIiEjOKRkQERHJOSUDIiIiOddi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\n7AAAAABJRU5ErkJggg==\n",
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QERHJOSUDIiIiOadkQEREJOeUDIiIiOSckgEREZGcUzIgIiKSc0oGREREck7J\ngIiISM4pGRAREck5JQMiIiI5p2RAREQk51rMg4oY+D1Yp2em0P9emS2uYKWbfA/VAAjX+B7cUfUd\ndxE8b9u74ieFHu4yjrne9wSlRSe3ccVvs+cbrniAl9jZFX/ZKYPcZRxqD7jiTwnvusvY8dgfu+KH\nMdAV/+kzG7vi20/+zBVfcTsF2NrRNqd97Zr9Lr3GuuI3GfOOKx7gfPuLK/7zLVZxlzGd9V3xf8T3\nQCyAFw7fyxU/ejtfG/5+8D3QCWC9J+e44j+f4P9uV2nv6+fbPuougq26vuWK795qkiu+40pfZIrT\nyICIiEjOKRkQERHJOSUDIiIiOadkQEREJOeUDIiIiOSckgEREZGcUzIgIiKSc0oGREREck7JgIiI\nSM4pGRAREck5JQMiIiI513KeTfDflWDVbLnLLl189xyvOtPc1XmWnVzxO8571V3GrsH3mcnW313G\nFSed6oo/kz/7Chjjzzd/3WuIK/6P+OIBwmxfvUauuYe7jH487Yq/lud9BXTxheO7lXvFHbbp3az9\nrX9njh8SLnLN38ZUueJPt1Nc8QCrhy9d8Z1Y4C7jROe2/JM1h7vLYLulrvA9r/LV6ZpfHu+KB9hl\nH1//uOYj/r5o6RTnb0Nn3/cEMDrc4op/ZezurvgeM7P9HpZ1ZMDMhpjZ0tTL95QGEWlR1O5Fmr9K\njAyMB/oAhZRrSQXqICLlpXYv0oxVIhlYEkL4tALlikjlqN2LNGOVOIGwh5l9ZGaTzexuM9uoAnUQ\nkfJSuxdpxsqdDLwIHA3sB5wIdAWeNbN2Za6HiJSP2r1IM1fWwwQhhFFFf443s5eB94GfALfV+eGZ\ng6FVh+rT2g+ILxGp7pFh8Oh91SYt+PKLilSloe3++cEP06bjqtWm9ei/PT0GbN8k9RRp8UYOg1HV\n2/0zX2dr9xW9tDCEMMfM3gG61xu87lBYtWfTV0pkRfDDAfFVpO1bY5l70A4VqtAyWdv9LkMPZO2e\nG5apViIrgL4D4qtI75ljuXf/+tt9RW86ZGarA5sBH1eyHiJSPmr3Is1Pue8zcIWZ7W5mm5jZ94EH\niZcYDStnPUSkfNTuRZq/ch8m2BC4F+gMfAo8B+wcQphV5nqISPmo3Ys0c+U+gVBn+4nkjNq9SPOn\nBxWJiIjkXMt5UNHUN4DFmUJDR99DhFr9zf9wiW79/+qKf271Xd1lrPJJK1d8x3X3cZfx8ko7uuJH\nhj1d8W80HOe9AAATtklEQVT1OskVD/Cnub6HJ/2k/bfdZUxY81BX/JY2wV1G/6V3uOLH/eEoXwH3\n+8JbWup//+OHw8TsVxBtNdD3uIOTn/G1rx/tsZYrHuBp+rjiwzW+OgH8bdCBrvgfdXrYXQZDnPXa\nxhe+cgPuTh0e9tVp4X7+B9K1fTy44kN7//obuFdvV/w9Bx/nK+AH2Za7hXUPIiIi0tiUDIiIiOSc\nkgEREZGcUzIgIiKSc0oGREREck7JgIiISM4pGRAREck5JQMiIiI5p2RAREQk55QMiIiI5JySARER\nkZxrMc8m+NErr7N2z2xPPL1tbg/XvA3f/acBfs95rviPrIu7jH7r3OKKv5bT3GXMp60r/kaOd8U/\n9Kz/gXX77v6QK36RtXaXURV89xDv+ZL/2QT3dfi5K/648252xe9z1FOueN5cBH19H6mou1aCttn3\nVwaN8X1/W13pe5bBNDZ2xQNcyIWu+J9Pvc9dxsELfc8aeHSWfyM45IiRrvgup7/rir+bn7niAWy0\nr98+9sBb3WVcffAZrvh1Zs91l3EOl/k+0MtZwLrZwjQyICIiknNKBkRERHJOyYCIiEjOKRkQERHJ\nOSUDIiIiOadkQEREJOeUDIiIiOSckgEREZGcUzIgIiKSc0oGREREck7JgIiISM4pGRAREck5C8H/\nkJ5yMrOewJh1xjxAm55bZ/rMYUvvd5VxlZ3rr9gzvjwqHGHuIuyDKt8H9vHnduEOX71sA1+dwuP+\nOi3+vq9ObTo4vyfgEIa54od/cYS7jNYdnd/Vjb6HJ7W6zDf/9m3GMvedHQB6hRDGuj5cRoU2D8+A\nbZf5c61n+vqyr9dq74pfPMe/La88xdm+tvNvy9zvq9fHh3V0F7E+s13xp3CVK/7Pw85yxQPYAN93\n9Tvzl9EmfO2KP5tr3WWED53tvspXp4FTXuPevXaEetq9RgZERERyTsmAiIhIzikZEBERyTklAyIi\nIjmnZEBERCTnlAyIiIjknJIBERGRnFMyICIiknNKBkRERHJOyYCIiEjOKRkQERHJuZUrXYGstg5v\nsmaYnyn26v/4njXwzu4j3PU5oveBrvipH3R1l3E977riu/zraXcZJ/EXV/xBVau64g/v93dXPMCZ\nXOmK3/N83729AR442ncf+791961vgEM7+eo1fNYhvgJOusEX336GL77S/tQOuq+ROXzxw77ZP33M\nLq74CR2O8RUAnDr3Vlf80if82/Jmh73pit+D0e4ybp3pq9d1ezmfeXOsLxxg0Rxfnbp0/Km7jC2Z\n4IpfON+//n6x4c2u+P7c5Yr/1qxsddLIgIiISM4pGRAREck5JQMiIiI5p2RAREQk55QMiIiI5JyS\nARERkZxTMiAiIpJzSgZERERyTsmAiIhIzikZEBERyTklAyIiIjnXYp5NMPqFfvBZz0yxp+x7hWve\n7WyBuz7bhPGu+KNn3+EuY+HsTq743/Q4313GrNDZFd92/iJX/EEdHnLFA7waerni91zyoruMp7r7\n7kvf/yznje+Bi+b44o+1Z3wfGHe/L/7tsdD/Yt9nKqnK4iurLXz3w2/rbPdvs7krHuD93dd2xX/A\nRu4yTrU/u+ItOJ8bAOB8lsf08Wu64rt0/9wVD9Dmel+dfj70PncZDx7Y1xW/VrvP3GXcPfU4V/wm\nXSe64tvbtExxjToyYGa7mdnDZvaRmS01sxpPdzGzi81supktMLN/mVn3xqyDiJSX2r1Iy9fYhwna\nAa8BpwA10jYzOwc4FTgB2BGYD4wyszaNXA8RKR+1e5EWrlEPE4QQRgIjAcys1Pje6cAlIYRHkpgj\ngZnAwcDwxqyLiJSH2r1Iy1e2EwjNrCuwHvBUYVoIYS7wEvC9ctVDRMpH7V6kZSjn1QTrEYcQZ6am\nz0zeE5EVj9q9SAvQHC4tNEocZxSRFZravUgzUs5LC2cQO4B1qb6XsA4wrt5P3zgY2nWsPm2P/rDn\ngMarociK4vFhMLL6pVQL5n9RiZo0vN3fPBjadag+rfeA+BKRGhYMe5QFwx6tNm3knIWZPlu2ZCCE\nMMXMZgB9gP8BmFl7YCfgunpncMJQ6JHtPgMiuddvQHwVafv2WOb236Gs1Viudn/cUOiuNi+SVdsB\nB9B2wAHVpvUdO42beu1T72cbNRkws3ZAd+KeAEA3M9sWmB1C+AC4GjjfzCYBU4FLgA8B/51pRKRZ\nULsXafkae2RgB2A08VhgAK5Mpt8BHBNCuNzM2gI3Ah2B/wD9Qgi+29qJSHOidi/SwjX2fQaeoZ6T\nEkMIFwIXNma5IlI5avciLV9zuJpAREREKqjFPKho5S3nYdvOzRR7sPNQZJ/wnL9CG17kCr/qY99D\nhwCsqsoV//sD/Lld+JHjQTCAHb3UFX/ca/46jdy2t+8Df/TVCWDHqlV8H2jl+54AhjjX30Tr6oq/\ndlvfA05mVs3nUtcnKuy/ASZlv/pwk2t8D3DZOdR/EVOxzay9Kx7gLbZyxffG/9CtXV71tbFbezXg\naozHfW1sg099dQqj/e2LjX3ty4b5+6KDvzPKV8brvjoBDNr0clf8h5N9j/WY93m2302NDIiIiOSc\nkgEREZGcUzIgIiKSc0oGREREck7JgIiISM4pGRAREck5JQMiIiI5p2RAREQk55QMiIiI5JySARER\nkZxTMiAiIpJzLebZBMd3vIkundfJFHuDneia99ClI9z1+edOvviTD8t+j/WCcEsrV/xnj6zuLmMg\n97jinzjZV6cbrz/SFQ+wER+44sPTvjoBLNqrrSvedl/sLmPpNb56HX360674l1f6riu+ffvXgPtc\nn6mkdmfMotX2MzPHv//xpq75n7rBlfUHFbkg+Pedet/zsu8Do/zbsv3QF3/MwcPcZbz4wVuu+EVr\n+7bNKvzLvce7vs/c0v9wdxmdDvf1j4c87F+OVw980veB+5zPcVgzW7xGBkRERHJOyYCIiEjOKRkQ\nERHJOSUDIiIiOadkQEREJOeUDIiIiOSckgEREZGcUzIgIiKSc0oGREREck7JgIiISM4pGRAREck5\nJQMiIiI512IeVDSBLZnBppliH7xjoGveS77n/xrCiKW+D1zoz7vuv3B/V/zRc29zlzGiw2Gu+CnX\nr+uKv52fu+IBXpm+oyt+3F7busvY5uLJrvjwW+f6BjrM/9QVP++ptZ0lTHLGf+aMr6z5L3SGTxzb\n2xe+h4H9qe/Zrnhbp8oVD9D78Cdc8bcPPMpdRrebsz/MCcBedBfBzhe+7vuA80Fut/TzP0Ror5t8\nC3LsYfe6y7Clvnb/KHu7y3A/pGkz54OKqvSgIhEREclAyYCIiEjOKRkQERHJOSUDIiIiOadkQERE\nJOeUDIiIiOSckgEREZGcUzIgIiKSc0oGREREck7JgIiISM4pGRAREcm5FvNsgv+xDa35dqbY0NF3\n7+bTelzurs+f3vXdT3rokJPcZfyS61zxh83053YT1vR9V92qfPdn72gPueIBPll/LVd8Z+a7y5j5\n246u+DXnOO8fDmzbYZQr/vlv7eYsobszfq4zvsLOvB/s5czh363ayjX7lafPc8X/Hd+zQgAOyvg8\nlYKu9rG7jJHH7+GKnxi2cJd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"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -1533,7 +1533,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.5.2"
+ "version": "3.6.0"
}
},
"nbformat": 4,