diff --git a/docs/source/examples/nuclear-data.ipynb b/docs/source/examples/nuclear-data.ipynb index 257797806..def94ff82 100644 --- a/docs/source/examples/nuclear-data.ipynb +++ b/docs/source/examples/nuclear-data.ipynb @@ -18,6 +18,9 @@ "%matplotlib inline\n", "import os\n", "from pprint import pprint\n", + "import shutil\n", + "import subprocess\n", + "import urllib.request\n", "\n", "import h5py\n", "import numpy as np\n", @@ -32,14 +35,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Importing from HDF5" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The `openmc.data` module can read OpenMC's HDF5-formatted data into Python objects. The easiest way to do this is with the `openmc.data.IncidentNeutron.from_hdf5(...)` factory method. Replace the `filename` variable below with a valid path to an HDF5 data file on your computer." + "## Physical Data\n", + "\n", + "Some very helpful physical data is available as part of `openmc.data`: atomic masses, natural abundances, and atomic weights." ] }, { @@ -52,7 +50,7 @@ { "data": { "text/plain": [ - "" + "53.939608986" ] }, "execution_count": 2, @@ -61,26 +59,7 @@ } ], "source": [ - "# Get filename for Gd-157\n", - "filename ='/home/romano/openmc/scripts/nndc_hdf5/Gd157.h5'\n", - "\n", - "# Load HDF5 data into object\n", - "gd157 = openmc.data.IncidentNeutron.from_hdf5(filename)\n", - "gd157" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Cross sections" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "From Python, it's easy to explore (and modify) the nuclear data. Let's start off by reading the total cross section. Reactions are indexed using their \"MT\" number -- a unique identifier for each reaction defined by the ENDF-6 format. The MT number for the total cross section is 1." + "openmc.data.atomic_mass('Fe54')" ] }, { @@ -93,7 +72,7 @@ { "data": { "text/plain": [ - "" + "0.00015574" ] }, "execution_count": 3, @@ -101,6 +80,109 @@ "output_type": "execute_result" } ], + "source": [ + "openmc.data.NATURAL_ABUNDANCE['H2']" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "12.011115164862904" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "openmc.data.atomic_weight('C')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The IncidentNeutron class\n", + "\n", + "The most useful class within the `openmc.data` API is `IncidentNeutron`, which stores to continuous-energy incident neutron data. This class has factory methods `from_ace`, `from_endf`, and `from_hdf5` which take a data file on disk and parse it into a hierarchy of classes in memory. To demonstrate this feature, we will download an ACE file (which can be produced with [NJOY 2016](https://github.com/njoy/NJOY2016)) and then load it in using the `IncidentNeutron.from_ace` method. " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "url = 'https://anl.box.com/shared/static/kxm7s57z3xgfbeq29h54n7q6js8rd11c.ace'\n", + "filename, headers = urllib.request.urlretrieve(url, 'gd157.ace')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Load ACE data into object\n", + "gd157 = openmc.data.IncidentNeutron.from_ace('gd157.ace')\n", + "gd157" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Cross sections" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "From Python, it's easy to explore (and modify) the nuclear data. Let's start off by reading the total cross section. Reactions are indexed using their \"MT\" number -- a unique identifier for each reaction defined by the ENDF-6 format. The MT number for the total cross section is 1." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "total = gd157[1]\n", "total" @@ -115,7 +197,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 8, "metadata": { "collapsed": false }, @@ -123,10 +205,10 @@ { "data": { "text/plain": [ - "{'294K': }" + "{'294K': }" ] }, - "execution_count": 4, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -144,7 +226,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 9, "metadata": { "collapsed": false }, @@ -152,10 +234,10 @@ { "data": { "text/plain": [ - "142.6474702147809" + "142.64747" ] }, - "execution_count": 5, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -173,7 +255,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 10, "metadata": { "collapsed": false }, @@ -181,10 +263,10 @@ { "data": { "text/plain": [ - "array([ 142.64747021, 38.65417611, 175.40019668])" + "array([ 142.64747 , 38.6541761 , 175.40019642])" ] }, - "execution_count": 6, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -202,7 +284,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 11, "metadata": { "collapsed": false }, @@ -214,7 +296,7 @@ " 1.95000000e+07, 1.99000000e+07, 2.00000000e+07])}" ] }, - "execution_count": 7, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -225,7 +307,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 12, "metadata": { "collapsed": false }, @@ -233,18 +315,18 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 8, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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9wixISUmJxcnQOLl0LbkWJ5euJRfjpCrwpCEij4vIBhFZGrf9PBFZ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\n", 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pCbGMHZDJRyt2Bry/dGW1V4II534Qnss23gfR+LmWIIyTLEGYVuucYV3YfbCS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\nV0fyenU8VFZaWcOqHcVsKip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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -263,14 +345,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Reaction Data\n", + "### Reaction Data\n", "\n", "Most of the interesting data for an `IncidentNeutron` instance is contained within the `reactions` attribute, which is a dictionary mapping MT values to `Reaction` objects." ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 13, "metadata": { "collapsed": false }, @@ -305,7 +387,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 14, "metadata": { "collapsed": false }, @@ -332,7 +414,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 15, "metadata": { "collapsed": false }, @@ -340,10 +422,10 @@ { "data": { "text/plain": [ - "{'294K': }" + "{'294K': }" ] }, - "execution_count": 11, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -354,7 +436,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 16, "metadata": { "collapsed": false }, @@ -365,15 +447,15 @@ "(6400881.0, 20000000.0)" ] }, - "execution_count": 12, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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jWlvI30QXkZuBmwE69ejL4G6JTBnZkxvGZ5EQG/KHZ4wxQSuQP2GL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\nY4wxfrECYowxxi//HzuMQUF6Ki9GAAAAAElFTkSuQmCC\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -397,7 +479,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 17, "metadata": { "collapsed": false }, @@ -409,7 +491,7 @@ " ]" ] }, - "execution_count": 13, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -420,7 +502,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 18, "metadata": { "collapsed": false }, @@ -428,10 +510,10 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 14, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -450,7 +532,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 19, "metadata": { "collapsed": false }, @@ -458,39 +540,39 @@ { "data": { "text/plain": [ - "[,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ]" + "[,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ]" ] }, - "execution_count": 15, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -509,16 +591,16 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 20, "metadata": { "collapsed": false }, "outputs": [ { "data": { - "image/png": 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x7b/B3FyXFrxhA3z4YZOmPzk5sS80lLcuXGDeiRNUoMX9YXcikiKoTKskZlgM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\nugqnD2I+zh3O793t/n0v9XVE3gecIc4EsIuBTcBu/x3cWuxXAa+KyAL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Sm8cCTzOf0n9ffxIyE9jQfgMOBg4F7yVu/53o6dORGxlhNXcOmg18CDnygPO7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\nfi8iaSJysYg8VnVnEXlPnP4e9wGp7qn7K+7P7hCnn8ZXIjJBRG5wtxe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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -544,7 +626,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 21, "metadata": { "collapsed": false }, @@ -553,11 +635,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[,\n", - " ,\n", - " ,\n", - " ,\n", - " ]\n" + "[, ]\n" ] } ], @@ -574,7 +652,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 22, "metadata": { "collapsed": false }, @@ -582,10 +660,10 @@ { "data": { "text/plain": [ - "{'294K': }" + "{'294K': }" ] }, - "execution_count": 18, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -598,14 +676,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Unresolved resonance probability tables\n", + "### Unresolved resonance probability tables\n", "\n", "We can also look at unresolved resonance probability tables which are stored in a `ProbabilityTables` object. In the following example, we'll create a plot showing what the total cross section probability tables look like as a function of incoming energy." ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 23, "metadata": { "collapsed": false }, @@ -613,18 +691,18 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 19, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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biz59+she6wmaBxAQHuEOaanmIfhDkql5JMOElMwkwXRcPxZqj7qZ4wNHJrco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\nM8utssVD0rsl/VzSirJjMTOz7VW2eETEYxHx+bLj6Cejo6N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CT2g1VtGD0ECFSuTgrF8G4IT8Qoy0ZMfdPTZ0GNtCOvBLD9xx/mh+OPtlweOi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\nYII=\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -691,51 +769,20 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Converting ACE to HDF5\n", + "### Exporting HDF5 data\n", "\n", - "The `openmc.data` package can also read ACE files and output HDF5 files. ACE files can be read with the `openmc.data.IncidentNeutron.from_ace(...)` factory method." + "If you have an instance `IncidentNeutron` that was created from ACE or HDF5 data, you can easily write it to disk using the `export_to_hdf5()` method. This can be used to convert ACE to HDF5 or to take an existing data set and actually modify cross sections." ] }, { "cell_type": "code", - "execution_count": 20, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "filename = '/opt/data/ace/nndc/293.6K/Gd_157_293.6K.ace'\n", - "gd157_ace = openmc.data.IncidentNeutron.from_ace(filename)\n", - "gd157_ace" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can store this formerly ACE data as HDF5 with the `export_to_hdf5()` method." - ] - }, - { - "cell_type": "code", - "execution_count": 21, + "execution_count": 24, "metadata": { "collapsed": false }, "outputs": [], "source": [ - "gd157_ace.export_to_hdf5('gd157.h5', 'w')" + "gd157.export_to_hdf5('gd157.h5', 'w')" ] }, { @@ -747,7 +794,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 25, "metadata": { "collapsed": false }, @@ -755,19 +802,17 @@ { "data": { "text/plain": [ - "array([ 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", - " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", - " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.])" + "True" ] }, - "execution_count": 22, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gd157_reconstructed = openmc.data.IncidentNeutron.from_hdf5('gd157.h5')\n", - "gd157_ace[16].xs['294K'].y - gd157_reconstructed[16].xs['294K'].y" + "np.all(gd157[16].xs['294K'].y == gd157_reconstructed[16].xs['294K'].y)" ] }, { @@ -779,7 +824,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 26, "metadata": { "collapsed": false }, @@ -811,7 +856,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 27, "metadata": { "collapsed": false }, @@ -820,8 +865,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "[,\n", - " ,\n", + "[,\n", + " ,\n", " ]\n" ] } @@ -840,7 +885,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 28, "metadata": { "collapsed": false, "scrolled": true @@ -864,7 +909,7 @@ " 7.77740000e-01])" ] }, - "execution_count": 25, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -872,11 +917,443 @@ "source": [ "n2n_group['294K/xs'].value" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Working with ENDF files\n", + "\n", + "In addition to being able to load ACE and HDF5 data, we can also load ENDF data directly into an `IncidentNeutron` instance using the `from_endf()` factory method. Let's download the ENDF/B-VII.1 evaluation for $^{157}$Gd and load it in:" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Download ENDF file\n", + "url = 'https://t2.lanl.gov/nis/data/data/ENDFB-VII.1-neutron/Gd/157'\n", + "filename, headers = urllib.request.urlretrieve(url, 'gd157.endf')\n", + "\n", + "# Load into memory\n", + "gd157_endf = openmc.data.IncidentNeutron.from_endf(filename)\n", + "gd157_endf" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Just as before, we can get a reaction by indexing the object directly:" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "elastic = gd157_endf[2]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "However, if we look at the cross section now, we see that it isn't represented as tabulated data anymore." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'0K': }" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "elastic.xs" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If had [Cython](http://cython.org/) installed when you built/installed OpenMC, you should be able to evaluate resonant cross sections from ENDF data directly, i.e., OpenMC will reconstruct resonances behind the scenes for you." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "998.78711745214866" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "elastic.xs['0K'](0.0253)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "When data is loaded from an ENDF file, there is also a special `resonances` attribute that contains resolved and unresolved resonance region data (from MF=2 in an ENDF file)." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[,\n", + " ]" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gd157_endf.resonances.ranges" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see that $^{157}$Gd has a resolved resonance region represented in the Reich-Moore format as well as an unresolved resonance region. We can look at the min/max energy of each region by doing the following:" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[(1e-05, 306.6), (306.6, 54881.1)]" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "[(r.energy_min, r.energy_max) for r in gd157_endf.resonances.ranges]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "With knowledge of the energy bounds, let's create an array of energies over the entire resolved resonance range and plot the elastic scattering cross section." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ], + "text/plain": [ + " energy L J neutronWidth captureWidth fissionWidthA fissionWidthB\n", + "0 0.0314 0 2.0 0.000474 0.1072 0.0 0.0\n", + "1 2.8250 0 2.0 0.000345 0.0970 0.0 0.0\n", + "2 16.2400 0 1.0 0.000400 0.0910 0.0 0.0\n", + "3 16.7700 0 2.0 0.012800 0.0805 0.0 0.0\n", + "4 20.5600 0 2.0 0.011360 0.0880 0.0 0.0\n", + "5 21.6500 0 2.0 0.000376 0.1140 0.0 0.0\n", + "6 23.3300 0 1.0 0.000813 0.1210 0.0 0.0\n", + "7 25.4000 0 2.0 0.001840 0.0850 0.0 0.0\n", + "8 40.1700 0 1.0 0.001307 0.1100 0.0 0.0\n", + "9 44.2200 0 2.0 0.008960 0.0960 0.0 0.0" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "resolved.parameters.head(10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Heavy-nuclide resonance scattering\n", + "\n", + "OpenMC has two methods for accounting for resonance upscattering in heavy nuclides, DBRC and ARES. These methods rely on 0 K elastic scattering data being present. If you have an existing ACE/HDF5 dataset and you need to add 0 K elastic scattering data to it, this can be done using the `IncidentNeutron.add_elastic_0K_from_endf()` method. Let's do this with our original `gd157` object that we instantiated from an ACE file." + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "gd157.add_elastic_0K_from_endf('gd157.endf')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's check to make sure that we have both the room temperature elastic scattering cross section as well as a 0K cross section." + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'0K': ,\n", + " '294K': }" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gd157[2].xs" + ] } ], "metadata": { + "anaconda-cloud": {}, "kernelspec": { - "display_name": "Python 3", + "display_name": "Python [default]", "language": "python", "name": "python3" },