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https://github.com/openmc-dev/openmc.git
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Update Jupyter notebook examples
This commit is contained in:
Paul Romano
parent
049b04d995
commit
8923e1b8f2
7 changed files with 927 additions and 1052 deletions
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@ -4,9 +4,7 @@
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"This notebook shows the how tallies can be combined (added, subtracted, multiplied, etc.) using the Python API in order to create derived tallies. Since no covariance information is obtained, it is assumed that tallies are completely independent of one another when propagating uncertainties. The target problem is a simple pin cell.\n",
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"\n",
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"**Note:** that this Notebook was created using the latest Pandas v0.16.1. Everything in the Notebook will wun with older versions of Pandas, but the multi-indexing option in >v0.15.0 makes the tables look prettier."
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"This notebook shows the how tallies can be combined (added, subtracted, multiplied, etc.) using the Python API in order to create derived tallies. Since no covariance information is obtained, it is assumed that tallies are completely independent of one another when propagating uncertainties. The target problem is a simple pin cell."
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]
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},
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{
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@ -16,18 +14,6 @@
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"collapsed": false
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},
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"outputs": [],
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"source": [
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"%load_ext autoreload\n",
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"%autoreload 2"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {
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"collapsed": false
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},
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"outputs": [],
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"source": [
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"import glob\n",
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"from IPython.display import Image\n",
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@ -52,7 +38,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"execution_count": 2,
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"metadata": {
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"collapsed": true
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},
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@ -76,7 +62,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"execution_count": 3,
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"metadata": {
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"collapsed": false
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},
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@ -111,7 +97,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"execution_count": 4,
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"metadata": {
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"collapsed": false
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},
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@ -134,7 +120,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"execution_count": 5,
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"metadata": {
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"collapsed": false
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},
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@ -163,7 +149,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 7,
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"execution_count": 6,
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"metadata": {
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"collapsed": false
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},
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@ -200,7 +186,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 8,
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"execution_count": 7,
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"metadata": {
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"collapsed": false
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},
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@ -227,7 +213,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 9,
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"execution_count": 8,
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"metadata": {
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"collapsed": false
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},
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@ -240,7 +226,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 10,
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"execution_count": 9,
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"metadata": {
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"collapsed": false
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},
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@ -259,7 +245,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 11,
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"execution_count": 10,
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"metadata": {
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"collapsed": true
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},
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@ -295,7 +281,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 12,
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"execution_count": 11,
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"metadata": {
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"collapsed": false
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},
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@ -323,7 +309,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 13,
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"execution_count": 12,
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"metadata": {
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"collapsed": false
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},
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@ -334,7 +320,7 @@
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"0"
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]
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},
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"execution_count": 13,
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"execution_count": 12,
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"metadata": {},
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"output_type": "execute_result"
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}
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@ -346,19 +332,19 @@
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},
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{
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"cell_type": "code",
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"execution_count": 14,
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"execution_count": 13,
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"metadata": {
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"collapsed": false
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},
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"outputs": [
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{
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"data": {
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"image/png": "iVBORw0KGgoAAAANSUhEUgAAAPoAAAD6AgMAAAD1grKuAAAABGdBTUEAALGPC/xhBQAAACBjSFJN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\nfTFU5QAAAABJRU5ErkJggg==\n",
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"image/png": "iVBORw0KGgoAAAANSUhEUgAAAPoAAAD6AgMAAAD1grKuAAAABGdBTUEAALGPC/xhBQAAACBjSFJN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\n22U8XwAAAABJRU5ErkJggg==\n",
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"text/plain": [
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"<IPython.core.display.Image object>"
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]
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},
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"execution_count": 14,
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"execution_count": 13,
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"metadata": {},
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"output_type": "execute_result"
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}
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@ -380,7 +366,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 15,
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"execution_count": 14,
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"metadata": {
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"collapsed": false
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},
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@ -392,7 +378,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 16,
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"execution_count": 15,
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"metadata": {
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"collapsed": false
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},
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@ -429,7 +415,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 17,
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"execution_count": 16,
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"metadata": {
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"collapsed": true
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},
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@ -445,7 +431,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 18,
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"execution_count": 17,
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"metadata": {
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"collapsed": false
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},
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@ -460,7 +446,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 19,
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"execution_count": 18,
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"metadata": {
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"collapsed": false
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},
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@ -476,7 +462,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 20,
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"execution_count": 19,
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"metadata": {
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"collapsed": true
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},
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@ -491,7 +477,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 21,
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"execution_count": 20,
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"metadata": {
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"collapsed": true
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},
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},
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{
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"cell_type": "code",
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"execution_count": 22,
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"execution_count": 21,
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"metadata": {
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"collapsed": false
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},
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@ -530,7 +516,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 23,
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"execution_count": 22,
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"metadata": {
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"collapsed": false,
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"scrolled": true
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@ -556,8 +542,8 @@
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" Copyright: 2011-2016 Massachusetts Institute of Technology\n",
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" License: http://openmc.readthedocs.org/en/latest/license.html\n",
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" Version: 0.7.1\n",
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" Git SHA1: ae083cf5d491e6a778d5b762dad19c8d5fe45238\n",
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" Date/Time: 2016-04-30 06:37:41\n",
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" Git SHA1: df280b60eb1c6d7b7f842e05ede734a4883a0fc8\n",
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" Date/Time: 2016-05-05 14:51:45\n",
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"\n",
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" ===========================================================================\n",
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" ========================> INITIALIZATION <=========================\n",
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@ -613,20 +599,20 @@
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"\n",
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" =======================> TIMING STATISTICS <=======================\n",
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"\n",
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" Total time for initialization = 7.0900E-01 seconds\n",
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" Reading cross sections = 4.0400E-01 seconds\n",
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" Total time in simulation = 1.7108E+01 seconds\n",
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" Time in transport only = 1.7093E+01 seconds\n",
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" Time in inactive batches = 3.3970E+00 seconds\n",
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" Time in active batches = 1.3711E+01 seconds\n",
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" Total time for initialization = 7.2500E-01 seconds\n",
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" Reading cross sections = 4.4400E-01 seconds\n",
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" Total time in simulation = 1.5547E+01 seconds\n",
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" Time in transport only = 1.5527E+01 seconds\n",
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" Time in inactive batches = 2.2880E+00 seconds\n",
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" Time in active batches = 1.3259E+01 seconds\n",
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" Time synchronizing fission bank = 1.0000E-03 seconds\n",
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" Sampling source sites = 1.0000E-03 seconds\n",
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" Sampling source sites = 0.0000E+00 seconds\n",
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" SEND/RECV source sites = 0.0000E+00 seconds\n",
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" Time accumulating tallies = 0.0000E+00 seconds\n",
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" Total time for finalization = 1.0000E-03 seconds\n",
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" Total time elapsed = 1.7835E+01 seconds\n",
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" Calculation Rate (inactive) = 3679.72 neutrons/second\n",
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" Calculation Rate (active) = 2735.03 neutrons/second\n",
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" Time accumulating tallies = 1.0000E-03 seconds\n",
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" Total time for finalization = 2.0000E-03 seconds\n",
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" Total time elapsed = 1.6291E+01 seconds\n",
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" Calculation Rate (inactive) = 5463.29 neutrons/second\n",
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" Calculation Rate (active) = 2828.27 neutrons/second\n",
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"\n",
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" ============================> RESULTS <============================\n",
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"\n",
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"0"
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]
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},
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"execution_count": 23,
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"execution_count": 22,
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"metadata": {},
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"output_type": "execute_result"
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}
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@ -673,7 +659,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 24,
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"execution_count": 23,
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"metadata": {
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"collapsed": false,
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"scrolled": true
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@ -684,27 +670,6 @@
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"sp = openmc.StatePoint('statepoint.20.h5')"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"You may have also noticed we instructed OpenMC to create a summary file with lots of geometry information in it. This can help to produce more sensible output from the Python API, so we will use the summary file to link against."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 25,
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"metadata": {
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"collapsed": false,
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"scrolled": true
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},
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"outputs": [],
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"source": [
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"# Load the summary file and link with statepoint\n",
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"su = openmc.Summary('summary.h5')\n",
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"sp.link_with_summary(su)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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},
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{
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"cell_type": "code",
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"execution_count": 26,
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"execution_count": 24,
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"metadata": {
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"collapsed": false
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},
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"0 total (nu-fission / absorption) 1.04e+00 6.14e-03"
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]
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},
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"execution_count": 26,
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"execution_count": 24,
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"metadata": {},
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"output_type": "execute_result"
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}
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},
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{
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"cell_type": "code",
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"execution_count": 27,
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"execution_count": 25,
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"metadata": {
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"collapsed": false
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},
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@ -816,7 +781,7 @@
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"0 0.00e+00 6.25e-07 total absorption 6.93e-01 4.11e-03"
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]
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},
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"execution_count": 27,
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"execution_count": 25,
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"metadata": {},
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"output_type": "execute_result"
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}
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|
|
@ -838,7 +803,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 28,
|
||||
"execution_count": 26,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
|
|
@ -878,7 +843,7 @@
|
|||
"0 0.00e+00 6.25e-07 total nu-fission 1.20e+00 7.60e-03"
|
||||
]
|
||||
},
|
||||
"execution_count": 28,
|
||||
"execution_count": 26,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
|
|
@ -901,7 +866,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 29,
|
||||
"execution_count": 27,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
|
|
@ -946,7 +911,7 @@
|
|||
"0 4.72e-03 "
|
||||
]
|
||||
},
|
||||
"execution_count": 29,
|
||||
"execution_count": 27,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
|
|
@ -967,7 +932,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 30,
|
||||
"execution_count": 28,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
|
|
@ -1012,7 +977,7 @@
|
|||
"0 (nu-fission / absorption) 1.66e+00 1.13e-02 "
|
||||
]
|
||||
},
|
||||
"execution_count": 30,
|
||||
"execution_count": 28,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
|
|
@ -1032,7 +997,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 31,
|
||||
"execution_count": 29,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
|
|
@ -1077,7 +1042,7 @@
|
|||
"0 (((absorption * nu-fission) * absorption) * (n... 1.04e+00 1.32e-02 "
|
||||
]
|
||||
},
|
||||
"execution_count": 31,
|
||||
"execution_count": 29,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
|
|
@ -1098,7 +1063,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 32,
|
||||
"execution_count": 30,
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"scrolled": true
|
||||
|
|
@ -1114,7 +1079,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 33,
|
||||
"execution_count": 31,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
|
|
@ -1243,7 +1208,7 @@
|
|||
"7 (scatter / flux) 3.37e-03 1.44e-05 "
|
||||
]
|
||||
},
|
||||
"execution_count": 33,
|
||||
"execution_count": 31,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
|
|
@ -1262,7 +1227,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 34,
|
||||
"execution_count": 32,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
|
|
@ -1294,7 +1259,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 35,
|
||||
"execution_count": 33,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
|
|
@ -1318,7 +1283,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 36,
|
||||
"execution_count": 34,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
|
|
@ -1349,7 +1314,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 37,
|
||||
"execution_count": 35,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
|
|
@ -1430,7 +1395,7 @@
|
|||
"3 7.32e-04 "
|
||||
]
|
||||
},
|
||||
"execution_count": 37,
|
||||
"execution_count": 35,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
|
|
@ -1443,7 +1408,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 38,
|
||||
"execution_count": 36,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
|
|
@ -1584,7 +1549,7 @@
|
|||
"8 3.20e-03 "
|
||||
]
|
||||
},
|
||||
"execution_count": 38,
|
||||
"execution_count": 36,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue