Update Jupyter notebooks based on Tally property changes

This commit is contained in:
Paul Romano 2016-02-23 10:48:47 -06:00
parent 1e674ebbdb
commit a4ed73fc11
4 changed files with 237 additions and 250 deletions

View file

@ -689,9 +689,8 @@
"\n",
"# Instantiate the Tally\n",
"tally = openmc.Tally(name='mesh tally')\n",
"tally.add_filter(mesh_filter)\n",
"tally.add_score('fission')\n",
"tally.add_score('nu-fission')\n",
"tally.filters = [mesh_filter]\n",
"tally.scores = ['fission', 'nu-fission']\n",
"\n",
"# Add mesh and Tally to TalliesFile\n",
"tallies_file.add_mesh(mesh)\n",

View file

@ -453,10 +453,8 @@
"\n",
"# Instantiate the Tally\n",
"tally = openmc.Tally(name='mesh tally')\n",
"tally.add_filter(mesh_filter)\n",
"tally.add_filter(energy_filter)\n",
"tally.add_score('fission')\n",
"tally.add_score('nu-fission')\n",
"tally.filters = [mesh_filter, energy_filter]\n",
"tally.scores = ['fission', 'nu-fission']\n",
"\n",
"# Add mesh and Tally to TalliesFile\n",
"tallies_file.add_mesh(mesh)\n",
@ -483,10 +481,9 @@
"\n",
"# Instantiate the tally\n",
"tally = openmc.Tally(name='cell tally')\n",
"tally.add_filter(cell_filter)\n",
"tally.add_score('scatter-y2')\n",
"tally.add_nuclide(u235)\n",
"tally.add_nuclide(u238)\n",
"tally.filters = [cell_filter]\n",
"tally.scores = ['scatter-y2']\n",
"tally.nuclides = [u235, u238]\n",
"\n",
"# Add mesh and tally to TalliesFile\n",
"tallies_file.add_tally(tally)"
@ -512,14 +509,13 @@
"\n",
"# Instantiate tally Trigger for kicks\n",
"trigger = openmc.Trigger(trigger_type='std_dev', threshold=5e-5)\n",
"trigger.add_score('absorption')\n",
"trigger.scores = ['absorption']\n",
"\n",
"# Instantiate the Tally\n",
"tally = openmc.Tally(name='distribcell tally')\n",
"tally.add_filter(distribcell_filter)\n",
"tally.add_score('absorption')\n",
"tally.add_score('scatter')\n",
"tally.add_trigger(trigger)\n",
"tally.filters = [distribcell_filter]\n",
"tally.scores = ['absorption', 'scatter']\n",
"tally.triggers = [trigger]\n",
"\n",
"# Add mesh and tally to TalliesFile\n",
"tallies_file.add_tally(tally)"

View file

@ -408,9 +408,8 @@
"\n",
"# Create mesh tally to score flux and fission rate\n",
"tally = openmc.Tally(name='flux')\n",
"tally.add_filter(mesh_filter)\n",
"tally.add_score('flux')\n",
"tally.add_score('fission')\n",
"tally.filters = [mesh_filter]\n",
"tally.scores = ['flux', 'fission']\n",
"tallies_file.add_tally(tally)"
]
},

View file

@ -418,29 +418,25 @@
"\n",
"# Instantiate flux Tally in moderator and fuel\n",
"tally = openmc.Tally(name='flux')\n",
"tally.add_filter(openmc.Filter(type='cell', bins=[fuel_cell.id, moderator_cell.id]))\n",
"tally.add_filter(energy_filter)\n",
"tally.add_score('flux')\n",
"tally.filters = [openmc.Filter(type='cell', bins=[fuel_cell.id, moderator_cell.id]),\n",
" energy_filter]\n",
"tally.scores = ['flux']\n",
"tallies_file.add_tally(tally)\n",
"\n",
"# Instantiate reaction rate Tally in fuel\n",
"tally = openmc.Tally(name='fuel rxn rates')\n",
"tally.add_filter(openmc.Filter(type='cell', bins=[fuel_cell.id]))\n",
"tally.add_filter(energy_filter)\n",
"tally.add_score('nu-fission')\n",
"tally.add_score('scatter')\n",
"tally.add_nuclide(u238)\n",
"tally.add_nuclide(u235)\n",
"tally.filters = [openmc.Filter(type='cell', bins=[fuel_cell.id]),\n",
" energy_filter]\n",
"tally.scores = ['nu-fission', 'scatter']\n",
"tally.nuclides = [u238, u235]\n",
"tallies_file.add_tally(tally)\n",
"\n",
"# Instantiate reaction rate Tally in moderator\n",
"tally = openmc.Tally(name='moderator rxn rates')\n",
"tally.add_filter(openmc.Filter(type='cell', bins=[moderator_cell.id]))\n",
"tally.add_filter(energy_filter)\n",
"tally.add_score('absorption')\n",
"tally.add_score('total')\n",
"tally.add_nuclide(o16)\n",
"tally.add_nuclide(h1)\n",
"tally.filters = [openmc.Filter(type='cell', bins=[moderator_cell.id])]\n",
"tally.filters.append(energy_filter)\n",
"tally.scores = ['absorption', 'total']\n",
"tally.nuclides = [o16, h1]\n",
"tallies_file.add_tally(tally)"
]
},
@ -455,8 +451,8 @@
"# K-Eigenvalue (infinity) tallies\n",
"fiss_rate = openmc.Tally(name='fiss. rate')\n",
"abs_rate = openmc.Tally(name='abs. rate')\n",
"fiss_rate.add_score('nu-fission')\n",
"abs_rate.add_score('absorption')\n",
"fiss_rate.scores = ['nu-fission']\n",
"abs_rate.scores = ['absorption']\n",
"tallies_file.add_tally(fiss_rate)\n",
"tallies_file.add_tally(abs_rate)"
]
@ -471,8 +467,8 @@
"source": [
"# Resonance Escape Probability tallies\n",
"therm_abs_rate = openmc.Tally(name='therm. abs. rate')\n",
"therm_abs_rate.add_score('absorption')\n",
"therm_abs_rate.add_filter(openmc.Filter(type='energy', bins=[0., 0.625e-6]))\n",
"therm_abs_rate.scores = ['absorption']\n",
"therm_abs_rate.filters = [openmc.Filter(type='energy', bins=[0., 0.625e-6])]\n",
"tallies_file.add_tally(therm_abs_rate)"
]
},
@ -486,9 +482,9 @@
"source": [
"# Thermal Flux Utilization tallies\n",
"fuel_therm_abs_rate = openmc.Tally(name='fuel therm. abs. rate')\n",
"fuel_therm_abs_rate.add_score('absorption')\n",
"fuel_therm_abs_rate.add_filter(openmc.Filter(type='energy', bins=[0., 0.625e-6]))\n",
"fuel_therm_abs_rate.add_filter(openmc.Filter(type='cell', bins=[fuel_cell.id]))\n",
"fuel_therm_abs_rate.scores = ['absorption']\n",
"fuel_therm_abs_rate.filters = [openmc.Filter(type='energy', bins=[0., 0.625e-6]),\n",
" openmc.Filter(type='cell', bins=[fuel_cell.id])]\n",
"tallies_file.add_tally(fuel_therm_abs_rate)"
]
},
@ -502,8 +498,8 @@
"source": [
"# Fast Fission Factor tallies\n",
"therm_fiss_rate = openmc.Tally(name='therm. fiss. rate')\n",
"therm_fiss_rate.add_score('nu-fission')\n",
"therm_fiss_rate.add_filter(openmc.Filter(type='energy', bins=[0., 0.625e-6]))\n",
"therm_fiss_rate.scores = ['nu-fission']\n",
"therm_fiss_rate.filters = [openmc.Filter(type='energy', bins=[0., 0.625e-6])]\n",
"tallies_file.add_tally(therm_fiss_rate)"
]
},
@ -520,12 +516,10 @@
"\n",
"# Instantiate flux Tally in moderator and fuel\n",
"tally = openmc.Tally(name='need-to-slice')\n",
"tally.add_filter(openmc.Filter(type='cell', bins=[fuel_cell.id, moderator_cell.id]))\n",
"tally.add_filter(energy_filter)\n",
"tally.add_score('nu-fission')\n",
"tally.add_score('scatter')\n",
"tally.add_nuclide(h1)\n",
"tally.add_nuclide(u238)\n",
"tally.filters = [openmc.Filter(type='cell', bins=[fuel_cell.id, moderator_cell.id]),\n",
" energy_filter]\n",
"tally.scores = ['nu-fission', 'scatter']\n",
"tally.nuclides = [h1, u238]\n",
"tallies_file.add_tally(tally)"
]
},
@ -533,7 +527,7 @@
"cell_type": "code",
"execution_count": 22,
"metadata": {
"collapsed": true
"collapsed": false
},
"outputs": [],
"source": [
@ -576,9 +570,8 @@
" 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: 34381b40a9445a727e360873aaa6ef892af1cb6a\n",
" Date/Time: 2016-02-07 16:05:17\n",
" MPI Processes: 1\n",
" Git SHA1: b9efc990c7eb58f4a41524d59ae73396c9929436\n",
" Date/Time: 2016-02-23 10:52:44\n",
"\n",
" ===========================================================================\n",
" ========================> INITIALIZATION <=========================\n",
@ -634,20 +627,20 @@
"\n",
" =======================> TIMING STATISTICS <=======================\n",
"\n",
" Total time for initialization = 3.4700E-01 seconds\n",
" Reading cross sections = 9.1000E-02 seconds\n",
" Total time in simulation = 7.3920E+00 seconds\n",
" Time in transport only = 7.3820E+00 seconds\n",
" Time in inactive batches = 1.0930E+00 seconds\n",
" Time in active batches = 6.2990E+00 seconds\n",
" Time synchronizing fission bank = 2.0000E-03 seconds\n",
" Sampling source sites = 1.0000E-03 seconds\n",
" SEND/RECV source sites = 0.0000E+00 seconds\n",
" Total time for initialization = 8.4700E-01 seconds\n",
" Reading cross sections = 5.8300E-01 seconds\n",
" Total time in simulation = 1.6037E+01 seconds\n",
" Time in transport only = 1.6026E+01 seconds\n",
" Time in inactive batches = 2.3070E+00 seconds\n",
" Time in active batches = 1.3730E+01 seconds\n",
" Time synchronizing fission bank = 5.0000E-03 seconds\n",
" Sampling source sites = 4.0000E-03 seconds\n",
" SEND/RECV source sites = 1.0000E-03 seconds\n",
" Time accumulating tallies = 0.0000E+00 seconds\n",
" Total time for finalization = 2.0000E-03 seconds\n",
" Total time elapsed = 7.7510E+00 seconds\n",
" Calculation Rate (inactive) = 11436.4 neutrons/second\n",
" Calculation Rate (active) = 5953.33 neutrons/second\n",
" Total time for finalization = 3.0000E-03 seconds\n",
" Total time elapsed = 1.6899E+01 seconds\n",
" Calculation Rate (inactive) = 5418.29 neutrons/second\n",
" Calculation Rate (active) = 2731.25 neutrons/second\n",
"\n",
" ============================> RESULTS <============================\n",
"\n",
@ -759,10 +752,10 @@
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td> total</td>\n",
" <td> (nu-fission / absorption)</td>\n",
" <td> 1.040166</td>\n",
" <td> 0.009069</td>\n",
" <td>total</td>\n",
" <td>(nu-fission / absorption)</td>\n",
" <td>1.040166</td>\n",
" <td>0.009069</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -821,12 +814,12 @@
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td> 0</td>\n",
" <td> 0.000001</td>\n",
" <td> total</td>\n",
" <td> absorption</td>\n",
" <td> 0.694707</td>\n",
" <td> 0.006699</td>\n",
" <td>0</td>\n",
" <td>0.000001</td>\n",
" <td>total</td>\n",
" <td>absorption</td>\n",
" <td>0.694707</td>\n",
" <td>0.006699</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -883,12 +876,12 @@
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td> 0</td>\n",
" <td> 0.000001</td>\n",
" <td> total</td>\n",
" <td> nu-fission</td>\n",
" <td> 1.201216</td>\n",
" <td> 0.012288</td>\n",
" <td>0</td>\n",
" <td>0.000001</td>\n",
" <td>total</td>\n",
" <td>nu-fission</td>\n",
" <td>1.201216</td>\n",
" <td>0.012288</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -947,13 +940,13 @@
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td> 0</td>\n",
" <td> 0.000001</td>\n",
" <td> 10000</td>\n",
" <td> total</td>\n",
" <td> absorption</td>\n",
" <td> 0.74925</td>\n",
" <td> 0.008257</td>\n",
" <td>0</td>\n",
" <td>0.000001</td>\n",
" <td>10000</td>\n",
" <td>total</td>\n",
" <td>absorption</td>\n",
" <td>0.74925</td>\n",
" <td>0.008257</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -1013,13 +1006,13 @@
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td> 0</td>\n",
" <td> 0.000001</td>\n",
" <td> 10000</td>\n",
" <td> total</td>\n",
" <td> (nu-fission / absorption)</td>\n",
" <td> 1.663616</td>\n",
" <td> 0.018624</td>\n",
" <td>0</td>\n",
" <td>0.000001</td>\n",
" <td>10000</td>\n",
" <td>total</td>\n",
" <td>(nu-fission / absorption)</td>\n",
" <td>1.663616</td>\n",
" <td>0.018624</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -1078,13 +1071,13 @@
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td> 0</td>\n",
" <td> 0.000001</td>\n",
" <td> 10000</td>\n",
" <td> total</td>\n",
" <td> (((absorption * nu-fission) * absorption) * (n...</td>\n",
" <td> 1.040166</td>\n",
" <td> 0.021928</td>\n",
" <td>0</td>\n",
" <td>0.000001</td>\n",
" <td>10000</td>\n",
" <td>total</td>\n",
" <td>(((absorption * nu-fission) * absorption) * (n...</td>\n",
" <td>1.040166</td>\n",
" <td>0.021928</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -1160,83 +1153,83 @@
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td> 10000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000001</td>\n",
" <td> (U-238 / total)</td>\n",
" <td> (nu-fission / flux)</td>\n",
" <td> 0.000001</td>\n",
" <td> 7.377419e-09</td>\n",
" <td>10000</td>\n",
" <td>0.000000</td>\n",
" <td>0.000001</td>\n",
" <td>(U-238 / total)</td>\n",
" <td>(nu-fission / flux)</td>\n",
" <td>0.000001</td>\n",
" <td>7.377419e-09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td> 10000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000001</td>\n",
" <td> (U-238 / total)</td>\n",
" <td> (scatter / flux)</td>\n",
" <td> 0.209989</td>\n",
" <td> 2.303838e-03</td>\n",
" <td>10000</td>\n",
" <td>0.000000</td>\n",
" <td>0.000001</td>\n",
" <td>(U-238 / total)</td>\n",
" <td>(scatter / flux)</td>\n",
" <td>0.209989</td>\n",
" <td>2.303838e-03</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td> 10000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000001</td>\n",
" <td> (U-235 / total)</td>\n",
" <td> (nu-fission / flux)</td>\n",
" <td> 0.356420</td>\n",
" <td> 3.951669e-03</td>\n",
" <td>10000</td>\n",
" <td>0.000000</td>\n",
" <td>0.000001</td>\n",
" <td>(U-235 / total)</td>\n",
" <td>(nu-fission / flux)</td>\n",
" <td>0.356420</td>\n",
" <td>3.951669e-03</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td> 10000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000001</td>\n",
" <td> (U-235 / total)</td>\n",
" <td> (scatter / flux)</td>\n",
" <td> 0.005555</td>\n",
" <td> 6.101004e-05</td>\n",
" <td>10000</td>\n",
" <td>0.000000</td>\n",
" <td>0.000001</td>\n",
" <td>(U-235 / total)</td>\n",
" <td>(scatter / flux)</td>\n",
" <td>0.005555</td>\n",
" <td>6.101004e-05</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td> 10000</td>\n",
" <td> 0.000001</td>\n",
" <td> 20.000000</td>\n",
" <td> (U-238 / total)</td>\n",
" <td> (nu-fission / flux)</td>\n",
" <td> 0.007155</td>\n",
" <td> 8.053460e-05</td>\n",
" <td>10000</td>\n",
" <td>0.000001</td>\n",
" <td>20.000000</td>\n",
" <td>(U-238 / total)</td>\n",
" <td>(nu-fission / flux)</td>\n",
" <td>0.007155</td>\n",
" <td>8.053460e-05</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td> 10000</td>\n",
" <td> 0.000001</td>\n",
" <td> 20.000000</td>\n",
" <td> (U-238 / total)</td>\n",
" <td> (scatter / flux)</td>\n",
" <td> 0.227770</td>\n",
" <td> 1.079289e-03</td>\n",
" <td>10000</td>\n",
" <td>0.000001</td>\n",
" <td>20.000000</td>\n",
" <td>(U-238 / total)</td>\n",
" <td>(scatter / flux)</td>\n",
" <td>0.227770</td>\n",
" <td>1.079289e-03</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td> 10000</td>\n",
" <td> 0.000001</td>\n",
" <td> 20.000000</td>\n",
" <td> (U-235 / total)</td>\n",
" <td> (nu-fission / flux)</td>\n",
" <td> 0.008067</td>\n",
" <td> 5.254797e-05</td>\n",
" <td>10000</td>\n",
" <td>0.000001</td>\n",
" <td>20.000000</td>\n",
" <td>(U-235 / total)</td>\n",
" <td>(nu-fission / flux)</td>\n",
" <td>0.008067</td>\n",
" <td>5.254797e-05</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td> 10000</td>\n",
" <td> 0.000001</td>\n",
" <td> 20.000000</td>\n",
" <td> (U-235 / total)</td>\n",
" <td> (scatter / flux)</td>\n",
" <td> 0.003367</td>\n",
" <td> 1.647058e-05</td>\n",
" <td>10000</td>\n",
" <td>0.000001</td>\n",
" <td>20.000000</td>\n",
" <td>(U-235 / total)</td>\n",
" <td>(scatter / flux)</td>\n",
" <td>0.003367</td>\n",
" <td>1.647058e-05</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -1395,43 +1388,43 @@
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td> 10000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000001</td>\n",
" <td> U-238</td>\n",
" <td> nu-fission</td>\n",
" <td> 0.000002</td>\n",
" <td> 1.283958e-08</td>\n",
" <td>10000</td>\n",
" <td>0.000000</td>\n",
" <td>0.000001</td>\n",
" <td>U-238</td>\n",
" <td>nu-fission</td>\n",
" <td>0.000002</td>\n",
" <td>1.283958e-08</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td> 10000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000001</td>\n",
" <td> U-235</td>\n",
" <td> nu-fission</td>\n",
" <td> 0.868553</td>\n",
" <td> 6.880390e-03</td>\n",
" <td>10000</td>\n",
" <td>0.000000</td>\n",
" <td>0.000001</td>\n",
" <td>U-235</td>\n",
" <td>nu-fission</td>\n",
" <td>0.868553</td>\n",
" <td>6.880390e-03</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td> 10000</td>\n",
" <td> 0.000001</td>\n",
" <td> 20.000000</td>\n",
" <td> U-238</td>\n",
" <td> nu-fission</td>\n",
" <td> 0.082149</td>\n",
" <td> 8.837250e-04</td>\n",
" <td>10000</td>\n",
" <td>0.000001</td>\n",
" <td>20.000000</td>\n",
" <td>U-238</td>\n",
" <td>nu-fission</td>\n",
" <td>0.082149</td>\n",
" <td>8.837250e-04</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td> 10000</td>\n",
" <td> 0.000001</td>\n",
" <td> 20.000000</td>\n",
" <td> U-235</td>\n",
" <td> nu-fission</td>\n",
" <td> 0.092618</td>\n",
" <td> 5.195308e-04</td>\n",
" <td>10000</td>\n",
" <td>0.000001</td>\n",
" <td>20.000000</td>\n",
" <td>U-235</td>\n",
" <td>nu-fission</td>\n",
" <td>0.092618</td>\n",
" <td>5.195308e-04</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -1489,93 +1482,93 @@
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td> 10002</td>\n",
" <td> 1.000000e-08</td>\n",
" <td> 0.000000</td>\n",
" <td> H-1</td>\n",
" <td> scatter</td>\n",
" <td> 4.619398</td>\n",
" <td> 0.040124</td>\n",
" <td>10002</td>\n",
" <td>1.000000e-08</td>\n",
" <td>0.000000</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>4.619398</td>\n",
" <td>0.040124</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td> 10002</td>\n",
" <td> 1.080060e-07</td>\n",
" <td> 0.000001</td>\n",
" <td> H-1</td>\n",
" <td> scatter</td>\n",
" <td> 2.030757</td>\n",
" <td> 0.011239</td>\n",
" <td>10002</td>\n",
" <td>1.080060e-07</td>\n",
" <td>0.000001</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>2.030757</td>\n",
" <td>0.011239</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td> 10002</td>\n",
" <td> 1.166529e-06</td>\n",
" <td> 0.000013</td>\n",
" <td> H-1</td>\n",
" <td> scatter</td>\n",
" <td> 1.658488</td>\n",
" <td> 0.009777</td>\n",
" <td>10002</td>\n",
" <td>1.166529e-06</td>\n",
" <td>0.000013</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>1.658488</td>\n",
" <td>0.009777</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td> 10002</td>\n",
" <td> 1.259921e-05</td>\n",
" <td> 0.000136</td>\n",
" <td> H-1</td>\n",
" <td> scatter</td>\n",
" <td> 1.853002</td>\n",
" <td> 0.007378</td>\n",
" <td>10002</td>\n",
" <td>1.259921e-05</td>\n",
" <td>0.000136</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>1.853002</td>\n",
" <td>0.007378</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td> 10002</td>\n",
" <td> 1.360790e-04</td>\n",
" <td> 0.001470</td>\n",
" <td> H-1</td>\n",
" <td> scatter</td>\n",
" <td> 2.050773</td>\n",
" <td> 0.012484</td>\n",
" <td>10002</td>\n",
" <td>1.360790e-04</td>\n",
" <td>0.001470</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>2.050773</td>\n",
" <td>0.012484</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td> 10002</td>\n",
" <td> 1.469734e-03</td>\n",
" <td> 0.015874</td>\n",
" <td> H-1</td>\n",
" <td> scatter</td>\n",
" <td> 2.131759</td>\n",
" <td> 0.007821</td>\n",
" <td>10002</td>\n",
" <td>1.469734e-03</td>\n",
" <td>0.015874</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>2.131759</td>\n",
" <td>0.007821</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td> 10002</td>\n",
" <td> 1.587401e-02</td>\n",
" <td> 0.171449</td>\n",
" <td> H-1</td>\n",
" <td> scatter</td>\n",
" <td> 2.213710</td>\n",
" <td> 0.015159</td>\n",
" <td>10002</td>\n",
" <td>1.587401e-02</td>\n",
" <td>0.171449</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>2.213710</td>\n",
" <td>0.015159</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td> 10002</td>\n",
" <td> 1.714488e-01</td>\n",
" <td> 1.851749</td>\n",
" <td> H-1</td>\n",
" <td> scatter</td>\n",
" <td> 2.011925</td>\n",
" <td> 0.009406</td>\n",
" <td>10002</td>\n",
" <td>1.714488e-01</td>\n",
" <td>1.851749</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>2.011925</td>\n",
" <td>0.009406</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td> 10002</td>\n",
" <td> 1.851749e+00</td>\n",
" <td> 20.000000</td>\n",
" <td> H-1</td>\n",
" <td> scatter</td>\n",
" <td> 0.371280</td>\n",
" <td> 0.003949</td>\n",
" <td>10002</td>\n",
" <td>1.851749e+00</td>\n",
" <td>20.000000</td>\n",
" <td>H-1</td>\n",
" <td>scatter</td>\n",
" <td>0.371280</td>\n",
" <td>0.003949</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",