diff --git a/depletion.ipynb b/depletion.ipynb index 09feeda..51bd4a5 100644 --- a/depletion.ipynb +++ b/depletion.ipynb @@ -134,7 +134,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -1062,7 +1062,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The `depletion_results.h5` file contains information that is aggregated over all time steps through depletion. This includes the multiplication factor, as well as concentrations. We can process this file using the `openmc.deplete.ResultsList` object" + "The `depletion_results.h5` file contains information that is aggregated over all time steps through depletion. This includes the multiplication factor, as well as concentrations. We can process this file using the `openmc.deplete.Results` object" ] }, { @@ -1141,7 +1141,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -1162,7 +1162,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Due to the low number of particles selected, the uncertainty on each value is rather high. However, we can still see the decline over time due to fuel consumption." + "Due to the low number of particles selected, the uncertainty on each value is rather high. However, we can still see the decline in `k` over time due to fuel consumption." ] }, { @@ -1178,7 +1178,7 @@ "metadata": {}, "outputs": [], "source": [ - "_, u5 = results.get_atoms(\"1\", \"U235\")\n", + "_, u235 = results.get_atoms(\"1\", \"U235\")\n", "_, xe135 = results.get_atoms(\"1\", \"Xe135\")" ] }, @@ -1189,7 +1189,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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S1cTurVvaUKJYEtc9P4ffqomdSMSi2obazNYDOwEHRrl7rv/iN7PfAg3c/dc5rOsH9AOoWbNmy40bN0YpscS7A4eP8thHaxiV8QWVyxRnSK9GdGtcLehYIoHLqw31cQuBmdUG7gDSyHZHM3fvGcE3ru7um82sKjAFuMPdM3LY7kJgJNDe3b/L6zN1PwKJxNLNu7j7ncUs37Kb7o1P48+9GlG1XMmgY4kEJq9CkOutKrN5F3gOeB84oat43H1z+Os2MxsLnAf8qBCEp6M+C3Q/XhEQiVRWE7unM75gxEdr+HTddzxwSUN6t6iOmVpmiWQXyTmCA+7+mLt/7O7Tsh7He5OZlTGzclnPgS7A0mO2qQmMAa5199UnkV8kV9mb2NULN7G7/oW5bNq5L+hoIjElkkNDvwTqAZOBH5rEu3ueLanDJ5XHhl+mAK+7+1/NrH/4/U+Z2bNAHyDroP+R3IYuWXRoSE5GZqbzymcbGTpxJQbc070B17SuRVKSRgeSGPJ7juAh4FpgHf87NOTuflGBpoyQCoHkx6ad+/jD2KVkrN7OuWmV+HufptRNLRt0LJGoy28hWAs0dPdD0Qh3olQIJL/cndELNjPkg+XsP3yUuzrV4+YOdSiWrNZbUnTl9+b1S4GKBZpIJEDZm9h1OjvcxO6JmSzdrCZ2kpgiKQQVgZVmNsnMxmU9opxLJOqqlivJyKtb8tQ1Ldi6+yC9nlATO0lMkUwf/VPUU4gEqFvjarSpU4UhHy7niY/XMWHpNzzcpymt0ioHHU2kUBx3RBCeKroSKBd+rIhk+qhIPKlQuhj/uLwZL//qPA4ezuTyUWpiJ4kjkjbUVwBzgMsJNZ6bbWZ9ox1MJAjpZ6UyeWA617dJUxM7SRiRzBpaBHR2923h16nAVHcPpGW0Zg1JYZm3YQd3j17MF9v30rdlDe6/+Gwqli4edCyRk5LfWUNJWUUg7LsI3ycS11qlVWb8nR24/cK6jP18M52GZTBhyZagY4kUuEj+oE8Mzxi6wcxuAD4EJkQ3lkhsKFksmd91bcC437Tj1PIluPW1Bdz66ny2fX8g6GgiBSaiNtRm1htoH3453d3H5rV9NOnQkATl8NFMnpn+BY9OXUOpYsncf/HZ9G1ZQ03sJC7k69CQmQ119zHuPij8GGtmQws+pkhsK5acxG0XnMmEAR0469Sy/O6dxVz3/By+2qEmdhLfIjk01DmHZd0LOohIvKibWpZ/92vDg70asWDjTro+msFLn24gMzN6N3kSiaZcC4GZ3WpmS4D64RvMZz3WA4sLL6JI7ElKMq5rk8akgem0SqvMn8Yt44pRs1i7bU/Q0UROWK7nCMysAlAJeAi4N9uq7919RyFky5HOEUiscXfGLNjMgx8sZ/+howzoVI9+6WpiJ7HlpM4RuPsud9/g7le5+0ZgP6F7D5cN31BGRAg1sevTsgZTB3WkU8OqPDJpFb0eVxM7iR+RnCy+1MzWAOuBacAGNH1U5CdSy5UIN7FryfY9oSZ2QyeqiZ3EvkjGrn8BzgdWu3tt4GfAZ1FNJRLHujU+jakDO9KnRXWe/GQdPUZMZ+6GwI6mihxXJIXgcPim8klmluTuHwN53k5SJNFVKF2Mh/s249WbWnPoaCaXPzWLB95byh41sZMYFEkh+K+ZlQUygNfMbASwN7qxRIqG9vWqMOmudG5sl8Yrn22k6/AMPlm17fhvFClEkRSCXsA+YCAwkdC9iy+NZiiRoqRMiRT+dGkj3unfllLFk7nhhbkMemshO/fGxN1fRSJrMRFLNH1U4tnBI0d54j9rGfnJOiqWLsafezamR5PT1KZCoi6/3UdFpICUSElmUJf6jPtNe6pVKMXtry/gllfms223mthJcFQIRALQ8PTyjL2tLb/v3oBpq7fzs2HTeGvuV8TbCF2KhrxaTHwU/qoGcyJRkJKcxC0d6zLxrnTOrlaeu0cv5prnZvPld2piJ4UrrxFBNTNrC/Q0s3PMrEX2R2EFFCnqalcpw5s3n89fLmvMoq920fXRDJ6bsZ6jamInhSSvXkN9gZsI3Yfg2LOz7u4XRTlbjnSyWIqyr/+7n/vfXcp/Vm7jnJoVebhPU+qdWi7oWFIE5HWyOJJ7Fv/R3YdEJdlJUCGQos7dGbfoawaPW8aeg0e446J69O9Yl+IpOqUnJy9fhSD8AT2B9PDLT9z9gwLMd0JUCCRRfLfnIIPfX877i76mwWnlGNqnKc3OqBh0LIlT+b1D2UPAAGB5+DHAzP5WsBFF5FinlC3Bv646h2eua8XOfYf4+ciZPDR+BfsPqYmdFKxIDg0tBpq7e2b4dTLwubs3LYR8P6ERgSSi3QcO89D4lbwx50vSTinNQ72b0qbuKUHHkjhSEBeUVcz2vEK+E4nICSlfshgP9W7C6ze3xoGrnvmMP4xdwu4Dh4OOJkVAJIXgIeBzM3vRzF4C5gN/jW4sEclJ27pVmDggnZs71ObNOV/SZVgG/1m5NehYEuciPVlcDTg3/HKOu38T1VR50KEhkZCFX/2Xe95ZzKqt39Or+ek8cElDTilbIuhYEqPyPWsolqgQiPzPoSOZPPnJOh7/eA3lShbjT5c2pGez09XETn5CTedEiqjiKUkM6FSPD+7owBmVSzPgzYX8+qV5bNm1P+hoEkdUCESKgPqnlWPMrW25/+KzmbnuW7oMy+D12V+SqTYVEoE8C4GZJZvZysIKIyInLznJ+HWHOky+qyNNalTgD2OX8MtnP2PDt7qhoOQtz0Lg7keBVWZWs5DyiEg+1TylNK/9ujV/792EZZt30/XRDJ7OWMeRo5lBR5MYlRLBNpWAZWY2h2z3Knb3nlFLJSL5YmZceV5NLqhflfvfXcrfxq/kw8VbGNq3KQ1OKx90PIkxkVxZ3DGn5e4+7bgfbrYB+B44Chw59oy1haY2jAB6ELov8g3uviCvz9SsIZET4+58uGQLf3pvGbv2H+a2C8/k9gvrUiIlOehoUojymjV03BGBu08zs1pAPXefamalgRP5DbrQ3b/NZV13oF740Rp4MvxVRAqImXFJ09NpV7cKD36wnMc+WsOEJaHRQYualYKOJzEgkqZzNwPvAKPCi6oD7xbQ9+8FvOwhnwEVwxeviUgBq1SmOMN/0ZwXbjiXvQeP0OfJTxnywXL2HToSdDQJWCTTR28H2gG7Adx9DVA1ws93YLKZzTezfjmsrw58le31pvCyHzGzfmY2z8zmbd++PcJvLSI5ubBBVSYNTOea1rV4bsZ6uj6awcy1uQ3aJRFEUggOuvuhrBdmlkLoD3wk2rt7C0KHgG43s/TjvSEn7v60u7dy91apqakn8xEikk25ksUYcllj/t3vfFKSkrj62dnc885idu1XE7tEFEkhmGZmfwBKmVln4G3g/Ug+3N03h79uA8YC5x2zyWbgjGyva4SXiUghaF3nFCYM6ED/jnV5Z8EmOg+bxuRlgbUSk4BEUgjuBbYDS4BbgPHA/cd7k5mVMbNyWc+BLsDSYzYbB1xnIecDu9x9ywnkF5F8KlksmXu7N+Dd29pxStkS9HtlPre/voDt3x8MOpoUkkhmDWWG20/PJnRIaJVH1qnuVGBsuPlVCvC6u080s/7hz32KUFHpAawlNH30xpP6rxCRfGtSowLjftOOUdPW8dhHa5m59lseuKQhPz+nuprYFXGRXEdwMfAUsA4woDZwi7tPiH68n9J1BCLRt3bb99wzegnzN+6k41mp/K13E6pXLBV0LMmHfLWhDvcausTd14Zf1wU+dPcGBZ40AioEIoUjM9N55bONDJ24EgPu6d6Aa1rXIilJo4N4lN821N9nFYGwLwhdLSwiRVhSknF92zQm3ZVOi1qVeOC9Zfzi6Vms274n6GhSwHItBGbW28x6A/PMbLyZ3WBm1xOaMTS30BKKSKDOqFyal391Hv+4vBmrt+6h+4jpPPHxWg6riV2RkdfJ4kuzPd8KZPUc2g7oYKFIAjEz+rasQfpZVRg8bhmPTFrFh4u38HDfpjSuXiHoeJJPulWliJywiUu38Mf3lrFj7yH6pddhwM/qUbKYmtjFsnw1nTOz2sAdQFr27dWGWiRxdWtcjTZ1qvDX8ct58pN1TFr6DUP7NuXctMpBR5OTEMmsoUXAc4QuKPvhoGAkbaijQSMCkdgyY8233DtmMZt27ue6NrW4u1sDypaI5FYnUpjyO310trvHTGtoFQKR2LPv0BH+MWk1L3y6nmrlS/LX3k24sH6kvSmlMOR3+ugIM/uTmbUxsxZZjwLOKCJxrHTxFB64tCHv9G9LmRIp3PjCXAb9eyE79x46/pslcJGM35oA1wIX8b9DQx5+LSLyg5a1KvHBne154uN1jPx4LdNWb+fPvRpxcZNqalMRwyI5NLQWaJi9FXWQdGhIJD6s2LKbe0YvZvGmXXRueCp/uawxp5YvGXSshJXfQ0NLgYoFmkhEiryzq5VnzK1t+UOPBmSs3k6nYdN4c86XxNuU9UQQSSGoCKw0s0lmNi7rEeVcIlIEpCQn0S+9LpPuSqfR6eW5d8wSrn52Nhu/2xt0NMkmkkNDHXNarumjInIiMjOdN+d+xUPjV3A4M5PfdqnPje1qk6wmdoUiX9NHY40KgUh827JrP/ePXcpHK7fR7IyKPNynKfVPKxd0rCIvX+cIzOx7M9sdfhwws6NmtrvgY4pIIqhWoRTPXt+Kx646h6927OOSf01n+JTVHDqiJnZBOW4hcPdy7l7e3csTajbXBxgZ9WQiUmSZGT2bnc7UQR25uEk1Rny0hkv+NZ3Pv9wZdLSEFMnJ4h94yLtA1+jEEZFEUrlMcR698hyev6EV3x84Qu8nP2XIB8vZd+hI0NESSiRN53pne5kEtAIORC2RiCScixqcyuSBlRk6cSXPzVjP5OXf8PfeTWl3ZpWgoyWESEYEl2Z7dCV0d7Je0QwlIomnXMli/OWyJvy73/mkJCVx9bOzuXf0YnbtPxx0tCJPs4ZEJOYcOHyUR6eu4ZnpX3BKmeIMuawxXRudFnSsuHZS00fN7IE8PtPdfUhBhDtRKgQiiWPJpl3cPXoxK7bs5uIm1RjcsxGp5UoEHSsunez00b05PABuAu4p0IQiIjloUqMC437Tjt91rc+U5VvpPHwaYxZsUpuKAhbRoSEzKwcMIFQE3gL+6e7bopwtRxoRiCSmtdv2cM/oxczfuJOOZ6Xy1583pkal0kHHihsnfUGZmVU2s78AiwnNMGrh7vcEVQREJHGdWbUsb9/Shj/3bMTcDTvoOjyDl2dtIDNTo4P8yrUQmNkjwFxCs4SauPtgd9fVHiISmKQk4/q2aUwemE7LtMo88N4yfvH0LNZt3xN0tLiW18niTOAgcITQjWh+WEXoZHH56Mf7KR0aEhEAd2f0gs0M+WA5+w8fZcDP6tEvvQ7Fkk/oOtmEcVKHhtw9yd1LZW8xEX6UC6oIiIhkMTP6tqzBlEHpdDq7Ko9MWkWvx2eydPOuoKPFHZVOEYlrVcuVZOTVLXnqmpZs33OQXk/MZOjElRw4fDToaHFDhUBEioRujU9j6sCO9GlRnSc/WUePEdOZs35H0LHiggqBiBQZFUoX4+G+zXj1ptYcOprJFaNm8cd3l/L9AbWpyIsKgYgUOe3rVWHywHRubJfGq7M30nV4Bh+v0qz33KgQiEiRVLp4Cn+6tBGjb21LmRIp3PjCXAb+eyE79h4KOlrMUSEQkSKtRc1KfHBne+78WT3eX/Q1nYdN4/1FX6tNRTYqBCJS5JVISWZQ57N4/472VK9Uijve+JybX57PN7t0axVQIRCRBHJ2tfKMubUt9/U4mxlrt9N52DTemPNlwo8OVAhEJKGkJCdxc3odJg5Ip1H18vx+zBJ++cxsNny79/hvLqJUCEQkIaVVKcMbN5/PQ72bsHTzLrqNyOCZjC84moBN7FQIRCRhmRlXnVeTKYM60v7MVP46fgW9R85k5Te7g45WqFQIRCThnVahJM9c15J/XXUOm3bu55LHZjBsymoOHkmMNhVRLwRmlmxmn5vZBzmsq2lmH4fXLzazHtHOIyKSEzPj0manM2VQRy5tdjqPfbSGSx6bwYIvi373/cIYEQwAVuSy7n7gLXc/B7gSGFkIeUREclW5THGG/6I5L9xwLnsPHqHPk5/y4PvL2XfoSNDRoiaqhcDMagAXA8/msokDWS2tKwBfRzOPiEikLmxQlUkD07mmdS2en7meLsMzmLHm26BjRUW0RwSPAncDmbmsHwxcY2abgPHAHTltZGb9zGyemc3bvn17NHKKiPxEuZLFGHJZY966pQ3Fk5O45rnZ3P3OInbtK1pN7KJWCMzsEmCbu8/PY7OrgBfdvQbQA3jFzH6Syd2fdvdW7t4qNTU1SolFRHJ2Xu3KjB/QgVsvqMvoBZvpNHwaE5d+E3SsAhPNEUE7oKeZbQDeBC4ys1eP2eYm4C0Ad58FlASqRDGTiMhJKVksmXu6NeC929uRWrYE/V+dz22vzWfb9/HfpiJqhcDdf+/uNdw9jdCJ4P+4+zXHbPYl8DMAMzubUCHQsR8RiVmNq1fgvd+043dd6zN1xTY6D8vgnfmb4rpNRaFfR2BmD5pZz/DL/wNuNrNFwBvADR7Pe1NEEkKx5CRuv/BMxt/ZgXpVy/Lbtxdx3fNz+GrHvqCjnRSLt7+7rVq18nnz5gUdQ0QEgMxM57XZG/n7hJU4cHfX+lzXJo2kJAs62o+Y2Xx3b5XTOl1ZLCKSD0lJxrVt0pg8qCPnplVm8PvLuXzULNZu+z7oaBFTIRARKQDVK5bixRvPZdgVzVi3fQ89Rszg8f+s4fDR3GbPxw4VAhGRAmJm9G5RgykDO9K50an8Y/JqLv3XDJZs2hV0tDypEIiIFLDUciV44pctGHVtS3bsPUSvJ2bw0IQVHDgcm03sVAhERKKka6PTmDKoI7849wxGTfuCbo9m8NkX3wUd6ydUCEREoqhCqWI81Lspr/+6NZkOVz79GfeNXcL3B2KnTYUKgYhIIWh7ZhUm3ZXOzR1q88acL+kyPIP/rNwadCxAhUBEpNCUKp7MfRc3ZMxt7Shfshi/enEeA978nO/2HAw0lwqBiEgha35GRd6/oz13darH+CVb6Dw8g/cWbg6sTYUKgYhIAIqnJHFXp7P48M4O1KxcmgFvLuTXL81jy679hZ5FhUBEJEBnnVqO0be25Y+XNOTTdd/ReVgGr83eSGZm4Y0OVAhERAKWnGTc1L42k+5Kp9kZFbhv7FKueuYz1n+7t1C+vwqBiEiMqHlKaV69qTUP92nK8i276fZoBqOmreNIlNtUqBCIiMQQM+OKc89g6qCOdDwrlYcmrOTnIz9l+de7o/Y9VQhERGLQqeVLMuraloy8ugVbdu2n5+MzeG7G+qh8r5SofKqIiOSbmdGjSTXa1DmFv3y4glqVS0fl+6gQiIjEuEplivPPK5pF7fN1aEhEJMGpEIiIJDgVAhGRBKdCICKS4FQIREQSnAqBiEiCUyEQEUlwKgQiIgnOgroRwskys+3AxpN8exXg2wKME03xklU5C168ZFXOghXtnLXcPTWnFXFXCPLDzOa5e6ugc0QiXrIqZ8GLl6zKWbCCzKlDQyIiCU6FQEQkwSVaIXg66AAnIF6yKmfBi5esylmwAsuZUOcIRETkpxJtRCAiIsdQIRARSXAJUwjMrJuZrTKztWZ2b9B5spjZGWb2sZktN7NlZjYgvHywmW02s4XhR48YyLrBzJaE88wLL6tsZlPMbE34a6UYyFk/235baGa7zeyuWNinZva8mW0zs6XZluW4Dy3ksfDv7GIzaxFwzkfMbGU4y1gzqxhenmZm+7Pt16cKK2ceWXP9WZvZ78P7dJWZdQ0457+zZdxgZgvDywt3n7p7kX8AycA6oA5QHFgENAw6VzhbNaBF+Hk5YDXQEBgM/DbofMdk3QBUOWbZw8C94ef3AkODzpnDz/4boFYs7FMgHWgBLD3ePgR6ABMAA84HZgecswuQEn4+NFvOtOzbxcg+zfFnHf5/axFQAqgd/ruQHFTOY9b/E3ggiH2aKCOC84C17v6Fux8C3gR6BZwJAHff4u4Lws+/B1YA1YNNdUJ6AS+Fn78EXBZclBz9DFjn7id7NXqBcvcMYMcxi3Pbh72Alz3kM6CimVULKqe7T3b3I+GXnwE1CiPL8eSyT3PTC3jT3Q+6+3pgLaG/D1GXV04zM+AK4I3CyHKsRCkE1YGvsr3eRAz+sTWzNOAcYHZ40W/Cw/DnY+GQC+DAZDObb2b9wstOdfct4effAKcGEy1XV/Lj/7libZ9C7vswln9vf0VotJKltpl9bmbTzKxDUKGOkdPPOlb3aQdgq7uvybas0PZpohSCmGdmZYHRwF3uvht4EqgLNAe2EBo2Bq29u7cAugO3m1l69pUeGtPGzHxkMysO9ATeDi+KxX36I7G2D3NiZvcBR4DXwou2ADXd/RxgEPC6mZUPKl9YzP+sj3EVP/4HS6Hu00QpBJuBM7K9rhFeFhPMrBihIvCau48BcPet7n7U3TOBZyik4Wte3H1z+Os2YCyhTFuzDleEv24LLuFPdAcWuPtWiM19GpbbPoy531szuwG4BLg6XLQIH2b5Lvx8PqHj7mcFFpI8f9axuE9TgN7Av7OWFfY+TZRCMBeoZ2a1w/9KvBIYF3Am4Idjg88BK9x9WLbl2Y8F/xxYeux7C5OZlTGzclnPCZ04XEpoP14f3ux64L1gEuboR//KirV9mk1u+3AccF149tD5wK5sh5AKnZl1A+4Gerr7vmzLU80sOfy8DlAP+CKYlD9kyu1nPQ640sxKmFltQlnnFHa+Y3QCVrr7pqwFhb5PC+usdNAPQjMwVhOqrPcFnSdbrvaEDgUsBhaGHz2AV4Al4eXjgGoB56xDaLbFImBZ1j4ETgE+AtYAU4HKQe/TcK4ywHdAhWzLAt+nhArTFuAwoePTN+W2DwnNFnoi/Du7BGgVcM61hI6vZ/2ePhXetk/4d2IhsAC4NAb2aa4/a+C+8D5dBXQPMmd4+YtA/2O2LdR9qhYTIiIJLlEODYmISC5UCEREEpwKgYhIglMhEBFJcCoEIiIJToVARCTBqRBIwjKzU7K1+f0mW9viPWY2Mgrf70UzW29m/XNZvyf8tW5WjoLOIJITXUcgQqh/PbDH3f8Rxe/xIvCBu7+Ty/o97l42t9ci0aIRgcgxzOwCM/sg/Hywmb1kZtPNbKOZ9Tazhy10g56J4T5RmFnLcJfI+WY2KZJ20eGWJ7PCn/WXaP93ieRGhUDk+OoCFxHqZPoq8LG7NwH2AxeHi8G/gL7u3hJ4HvhrBJ87Angy/FmB9RASSQk6gEgcmODuh81sCaE7nk0ML19C6E5S9YHGwJRQD0GSiewPeztCPWUg1BtnaAFmFomYCoHI8R0EcPdMMzvs/zuxlkno/yEDlrl7m5P4bJ2kk8Dp0JBI/q0CUs2sDYTuL2FmjSJ430xCLdEBro5WOJHjUSEQyScP3Qe7LzDUzBYRah3cNoK3DiB0p7clxMbtEiVBafqoSCE53vTRHLbX9FEpFBoRiBSeXcCQ3C4oy5J1QRmwtVBSScLTiEBEJMFpRCAikuBUCEREEpwKgYhIglMhEBFJcP8PpwfWdmqPvHMAAAAASUVORK5CYII=", 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" ] @@ -1201,7 +1201,7 @@ } ], "source": [ - "pyplot.plot(time, u5, label=\"U235\")\n", + "pyplot.plot(time, u235, label=\"U235\")\n", "pyplot.xlabel(\"Time [d]\")\n", "pyplot.ylabel(\"Number of atoms - U235\");" ] @@ -1213,7 +1213,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -1234,7 +1234,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can also examine reaction rates over time using the `ResultsList`" + "We can also examine reaction rates over time using the `Results` object." ] }, { @@ -1243,7 +1243,7 @@ "metadata": {}, "outputs": [], "source": [ - "_, u5_fission = results.get_reaction_rate(\"1\", \"U235\", \"fission\")" + "_, u235_fission = results.get_reaction_rate(\"1\", \"U235\", \"fission\")" ] }, { @@ -1253,7 +1253,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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H5jFzxUYmjujJqYM7Vsv7itREezLGkQmcDXSk2B6Ku4+v4hrjprYEx868Ao74fzNJSzFevXhopQaZd4e7M3/NZp6Zl8PLi79m2858WjXOYHRWG0ZntaVzZoO4vn9ZcvMLuOCJ+fz7kw1cdex+nHVwp1DqEEl2ezLG8QLwLvBvQC1ZE1hGWgp/HtGTMx76iMnvruKCYV3i8j5rN//ItPk5PDt/LV98+wN101I4qtfejMlqy+DOzUkJ+cyuOqkp/GNsfy55agE3TP+E3PzCuG0LkdooluCo5+7/G/dKpEoMC5og3vnmZxzXuzXtm9erkvXu2JXPjKXreGZeDh+s2oQ7DNqnGecd2plj9m+VcFeup6dGuPPEftRJXczfXvuU3LwC/nB41zKvCxGR2MXyv/1lMzvG3V+JezVSJa4Z3pP/fLqRa19cyoOnD9jtX5aFhc6HX3zHs/NzeHXJN/ywq4D2zepx8a/3ZUxWW9o1q5pQipfUlAi3/rYP6SkR7nxrJTvzC/nT0d0VHiJ7KJbguBj4PzPbBeQF09zdG8WvLNkTezfO4NIjujHx5Y95bdk6jupVuesavtz0A8/OX8tz83PI+f5HGtRJZXjv1ozp35YBHZsm1S/elIjxl9H7k54aYdLMVeTmFXDtcT2T4kJJkURVYXC4e9WcbC/V6rTBHXh2Xg7XvfgxQ/bNrPBQ0tadebyy+BuenZ/DR6u/xwyGdGnB5Ud048iee1M3PaWaKq96kYhx/YieZKRFmPzuF+TmF3LTqP0VHiK7KaYD02b2G2Bo8O077v5y/EqSqpCaEuHGUb0Yfe/7/P2NFVxVShPEguAeF8/My+G1ZevIzS+kc2Z9/ueobozq14ZWjeuGUHl8mBn/d8x+ZKSlcNdbK9mVX8hfj+8dl2tKRGq6CoPDzG4GBgBPBJMuNrOD3P1Pca1M9li/9k05aWB7Hnp/NaOz2tKjdfTo4soN23hm3lqeX7CWdVt30rhuGr/NbsuYrLb0bdckqQ5FVYaZcdkR3aiTGuHW11eQm1/I30/sS5rCQ6RSYrmOYzHQ190Lg+9TgAXqVZUctuzI41e3vUP75vUY3a8Nz8xfy6KvNpMSMQ7tmsmY/m359X57USc1eQ9F7Y7JM1dx4yufcHiPltx9cr9a9/lFYrGnbdWbAN8Fz5Ovd3ct1rheGlceux+XPr2IBWs2033vhlx17H6M6NuGzIaJ0dMqDGcP7USdtAjXvLCMCY/O4/5T+5ORpvAQiUUswfEXYIGZvQ0Y0bGOK+JalVSpUf3akBIxuuzVICnv2REv4wZ3pE5qhCueW8IZD33ElNOzqZeeWNejiCSimHpVBd1xBwTfznH3dTGt3Gw1sI3oFef5JXd5zGwEMBEoBPKBS9x9VrHXGwEfA8+7+4Ulln0R6OTuvSqqozYfqpKKTVuQw2VPLyKrfVMeOmMADTOqp6+WSKIr61BVmaOCZtY9+JoFtAJygkfrYFqshrl739LeHHgT6OPufYHxwAMlXp8IzCylttHA9krUIFKmUf3acvfJWSz8ajOnTJnDlh15FS8kUouVt19+KTABuK2U1xz41Z6+ubsX/+VfP1gvAGbWH2gJzACyi01vUKy2p/e0BhGAY/ZvRXpKhPOfmM9Jk2fz2JkD9+jmUiI1WZl7HO4+IXh6tLsPK/4Ajolx/Q68bmbzzGxCaTOY2SgzWw5MJ7rXgZlFiAbW5aUsMjF4bUd5b2xmE8xsrpnN3bhxY4zlSm12WI+WTD4tm883buekybPZsG1n2CWJJKRYTmB/P8ZppRni7lnA0cAFZja05AzuPs3duwMjiYYCwPnAK+6eU3xeM+sLdHb3aRW9sbtPcvdsd8/OzMyMsVyp7Q7pmslDZwwg5/sfOfH+2Xyz5cewSxJJOOWNcewdHC6qa2b9zCwreBwKxNTdzt3XBl83ANOAgeXMOxPoZGYtgMHAhcHg+q3AuOBCxMFAdjB9FtDVzN6JpRaRWB3YuQWPjh/Ihm25/O7+D/jqu3J3bkVqnTLPqjKz04DTiY4vfET0VFyArcAj7v5cuSs2qw9E3H1b8PwN4Hp3n1Fsni7A5+7uwYD7S0BbL1aUmZ0OZJdyVlVH4GWdVSXxsuirzYx7cA7101N44uwD2KdF/bBLEqlWlT6ryt0fCcYzTnf3XxUb4xhRUWgEWgKzzGwRMAeY7u4zzOxcMzs3mGcMsNTMFgL3ACd4WUkmUs36tGvC1LMHsTO/kBPu/4DP1m8LuySRhBBLy5GbgL+6++bg+6bAZe5+VfzLqxra45A9sWL9NsY+8CGFhc7jZw1iv1a6o4DUDpXe4yjm6KLQAHD374n9rCqRpNe1ZUOemnAA6akRTpo8myU5W8IuSSRUsQRHipn9dEK7mdUFdIK71CqdMhvw9DmDaVAnlZMnz2bel9+HXZJIaGIJjieAN83sTDM7k+gg9yPxLUsk8bRrVo+nzxlM8wbpnDrlQ2av2hR2SSKhqDA43P0W4EZgv+Ax0d3/Gu/CRBJR6yZ1efqcwbRuUpfTH5rDzBW6uFRqn5juYOPur7r75cHjtXgXJZLI9mqUwT8nHEDH5vU565G5vPnJ+rBLEqlWFQaHmR1gZh+Z2XYz22VmBWa2tTqKE0lULRrU4Z8TDqB7q4ac+/g8Ziz9JuySRKpNLHscdwMnAZ8BdYGziF5zIVKrNamXzuNnDaJ32yZcMHUBLyxcG3ZJItUi1kNVK4EUdy9w94eAo+JblkhyaJSRxqPjBzKgY1MueWohT8/9KuySROIuluDYYWbpwEIz+6uZ/SHG5URqhfp1Unno9IEM6dKC/3lmMY/N/jLskkTiKpYAODWY70LgB6Ad0VYhIhKom57C5HHZHLbfXlz9/FIeeHdV2CWJxE2FN1h29y+Di/5aufufq6EmkaSUkZbCP8b25+J/LuCG6Z+Qm1/IBcO6hF2WSJWL5ayq44CFRO/Eh5n1De73LSIlpKdGuOukfozs25q/vfYpt7+xAvXtlJqmwj0O4Dqi99F4B8DdF5rZPnGsSSSppaZEuO13fUlPjXDnm5+Rm1fAFUd3x8wqXlgkCcQSHHnuvqXED73+hBIpR0rEuHl0b9JTI9w/cxW5+YVce1wPhYfUCLEExzIzO5los8N9gd8T+61jRWqtSMSYOKIXGakpPDDrC3LzC7lxZC8iEYWHJLdYzqq6COgJ5AJTgS3AJXGsSaTGMDOuPHY/LhzWhSfnrOHyZxaRX1AYdlkie6TcPQ4zSyF6575hwJXVU5JIzWJmXH5kN+qkRrjtjRXk5hfy9xP6kpaiy6EkOZUbHO5eYGaFZtbY3XX3GpE9cNGv96VOWoSbXlnOrvxC7j65H3VSU8IuS6TSYhnj2A4sMbM3iF4ACIC7/z5uVYnUUBOGdqZOagrXvriMcx6bx32n9CcjTeEhySWW4HgueIhIFTjtwI7USY3wp2lLOPORj5hy2gCFhySVWK4c193+RKrYiQPbk5YS4fJnFnHOY/OYNK6/DltJ0tDonEhIxvRvy82j9+c/KzZywRPz2ZWvs60kOSg4REJ0woD2TBzZi39/soGL/7lAp+pKUohrcJjZajNbYmYLzWxuKa+PMLPFRa+b2ZASrzcysxwzuzv4vp6ZTTez5Wa2zMxujmf9ItXh1AM6cM3wHry6dB1/eHoRBYVqzCCJrcIxDjPrCvwR6FB8fnf/VYzvMczdvy3jtTeBF93dzaw38DTQvdjrE4GZJZa51d3fDu4R8qaZHe3ur8ZYi0hCGj9kH3YVFHLzq8tJSzFuPb6PrjCXhBXLWVX/Au4DJgMFVfnm7r692Lf1KdYDy8z6Ay2JduXNDubfAbwdPN9lZvOBtlVZk0hYzj2kM7vyC7n9jRWkp0S4adT+Cg9JSLEER76737ub63fgdTNz4H53n1RyBjMbBfwF2As4NpgWAW4DTgEOK23FZtYEOA64YzdrE0k4v//1vtGLA99eSVpKhOtH9FRjREk4sQTHS2Z2PjCNaL8qANz9uxiWHeLua81sL+ANM1vu7j879OTu04BpZjaU6KGpw4DzgVfcPae0/zRmlgo8Cdzp7qXeas3MJgATANq3bx9DqSKJ4bIjurKroJBJM1eRnhrhqmP3U3hIQoklOE4Lvv6x2DQHOlW0oLuvDb5uMLNpRO/rUXLMomjemWbWycxaAIOBg4PAagCkm9l2d78imH0S8Jm7/72c954UzEd2drZGGyVpmBl/Oro7u/ILmTLrC9JTI/zPkd0UHpIwYrkAcLdu2mRm9YGIu28Lnh8BXF9ini7A58HgeBZQB9jk7mOLzXM6kF0UGmZ2A9AYOGt36hJJBmbGtcf1IK+gkHvf+Zz0lAh/OLxr2GWJALGdVZUGnAcMDSa9Q3S8Iq+CRVsSPQRV9D5T3X2GmZ0L4O73AWOAcWaWB/wInODl3GfTzNoS7dK7HJgfrPtud3+gos8hkmzMovfzyCso5I43PyM9NaJ7mEtCsIruh2xmDwBpQFHrkVOBAndPmr/4s7Ozfe7cX1xGIpIUCgqdy/+1iGkL1nLVsftx1sEVHiUWqRJmNs/ds0tOj2WMY4C79yn2/VtmtqjqShOR8qREjL8d35td+YXcMP0T0lIinHZgx7DLklosluAoMLPO7v45gJl1ooqv5xCR8qWmRPj7iX3JKyjk2heXkZYS4eRBOltQwhFLcPwReNvMVgFG9AryM+JalYj8QlpKhLtO7se5j83j/6YtIS3F+G12u7DLkloolrOq3jSzfYFuwaRP3T23vGVEJD7qpKZw7yn9OfvRufzPs4tJT40wom+bsMuSWqbMJodm9qvg62iiV3R3CR7HBtNEJAQZaSlMOjWbQfs049KnF/HKkm/CLklqmfL2OA4B3iLa1qMkR3cFFAlN3fQUppw2gNMenMPvn1xAasQ4oufeYZcltUSFp+PWBDodV2qqbTvzOHXKHJZ9vYVJ47IZ1m2vsEuSGqSs03ErvB+HmV0c3BfDzOwBM5tvZkfEp0wRqYyGGWk8Mn4g3fZuyDmPzWPWZ2XdwUCk6sRyI6fx7r6VaMuQ5kQvANQNlEQSROO6aTw2fhCdWtTnrEc/YvaqTWGXJDVcLMFR1FntGOBRd19WbJqIJICm9dN5/KxBtGtaj/EPf8Tc1bE0rxbZPbEExzwze51ocLxmZg0B3RhZJMG0aFCHJ84aRMtGGZz+0Ecs/Gpz2CVJDRVLcJwJXEG09cgOon2rdAGgSALaq1EGU88eRLP66Yyb8iFL124JuySpgWIJjsFEL/rbbGanAFcB+mkUSVCtGtdl6tmDaJiRxilTPmT5uq1hlyQ1TCzBcS+ww8z6AJcBnwOPxrUqEdkjbZvWY+rZg8hITWHs5A9ZuWFb2CVJDRJLcOQH98gYQfTeF/cADeNblojsqQ7N6/PE2YMwM06e/CFffPtD2CVJDRFLcGwzsz8BpwDTzSxCdJxDRBJc58wGPHn2IAoKnZMnz+ar73aEXZLUALEExwlALnCmu68D2gJ/i2tVIlJl9m3ZkMfPGsSPeQWcOGk2azf/GHZJkuQqDA53X+fut7v7u8H3a9xdYxwiSWS/Vo14/MxBbN2Zx8mTZ7Nuy86wS5IkVl533FnB121mtrXYY5uZ6TQNkSTTq01jHh0/kE3bd3Hy5Nls2KbwkN1T3h7HWAB3b+jujYo9Grp7o2qqT0SqUL/2TXnojAGs27qTsZM/ZNN23VpHKq+84JhW9MTMnq2GWkSkGgzo2IwHTstmzXc7OGXKHDbv2BV2SZJkyguO4v2oOsW7EBGpPgd2bsHkcdl8vmE7p06Zw5Yf88IuSZJIecHhZTwXkRpgaNdM7js1i+XrtnL6Q3PYnpsfdkmSJMoLjj5Fg+FAbw2Oi9Q8v+rekrtOymJxzhbOeGgOO3YpPKRiZQaHu6cUGwxP3Z3BcTNbbWZLzGyhmf3iFnxmNsLMFhe9bmZDSrzeyMxyzOzuYtP6B+tcaWZ3mplavIvsgaN67c0dJ/Zl3pffc9Yjc9mZVxB2SZLgYrkAcE8Nc/e+pd1+EHgT6OPufYHxwAMlXp8IzCwx7V7gbGDf4HFU1ZYrUvsM792a23/Xlw9WbeLsRxUeUr7qCI4yuft2/+9Nz+tTbCzFzPoDLYHXi01rBTRy99nBco8CI6uvYpGaa2S/NtwyujfvfvYt5z8xn135uu2OlC7eweHA62Y2z8wmlDaDmY0ys+XAdKJ7HQT9sG4DLi8xexsgp9j3OcG00tY7ITj8NXfjxo17+DFEaoffDWjHDSN78dbyDVz05HzyChQe8kvxDo4h7p4FHA1cYGZDS87g7tPcvTvRPYeJweTzgVfcPafk/LFy90nunu3u2ZmZmbu7GpFa55QDOnDtcT14bdl6/vDUQvIVHlJCajxX7u5rg68bzGwaMJBfjlkUzTvTzDqZWQuiN4862MzOBxoA6Wa2HbiDaJPFIm2BtfH8DCK10RkH7cOu/EL+8upy0lMi/O23fUiJ6DwUiYpbcJhZfSDi7tuC50cA15eYpwvwubu7mWUBdYBN7j622DynA9nufkXw/VYzOwD4EBgH3BWvzyBSm51zSGd25Rdy2xsrSEuJ8JfR+xNReAjx3eNoCUwLzpZNBaa6+wwzOxfA3e8DxgDjzCwP+BE4odhgeVnOBx4G6gKvBg8RiYOLfr0vuwoKueutlaSlGhNH9EJnwItV/Hs6+WVnZ/vcub+4jEREYuDu3Pzqcu6fuYrxB+3D1cP3q1Hh4e5s3J7LV9/tYM13O/j+hzxG9mtDs/rpYZcWOjObV9qlFHEd4xCR5GdmXHF0d3YVFPLge1+Qnhrhf4/qllThsTOvgJzvo8GwZtMO1nz3Y/T5dz/w1Xc/8mOJ61amzPqCe0/JonfbJuEUnOAUHCJSITPjmuE9yCso5L7/fE56aoRLD+8adlk/Kb7X8OWmICC+2/HTXsT6rT9vH18vPYX2zerRoXl9Dt43kw7N69GuWT3aN6vH5h15/P7JBRx/7wdcP6InJw5sH9KnSlwKDhGJiZlx/W96kZfv3PnmZ6SnGBf+at9qe/+deQU/BUHJYFjz3Q525v33tGEz2LtRBu2a1WPovpm0b1aP9sXCoXn99HL3mF66aAgX/3MBVzy3hAVrNvPnET3JSEupjo+ZFBQcIhKzSMS4afT+5BUUcuvrK0hPjTBhaOcqWbe7s3Fb7s+CoSgcvty0gw3bSt9r6Ni8fjQcigVDmyZ19+gXfbP66Tx8xkD+3xsruPvtlXz8zVb+MTaLds3q7enHrBEUHCJSKSkR46/H9ya3oJCbXllOWkqEMw7aJ6Zlf9xVbKwhCISivYavvv/lXkOrYK/hkK6V32vYUykR4/Iju9GnXRMufWohx909iztO7MchXXVBsc6qEpHdkldQyIVT5/PasvXcOKoXYwd1+Gmv4cufBqF/fjiprL2Gnx5VuNdQlb749gfOe3wen67fxqWHdeWCYV1qxTUtZZ1VpeAQkd22K7+Qcx+fx1vLN9A5sz5rN/9Y5l5DaeEQ772GqrRjVz5/em4JLyz8msP224vbfteXxnXTwi4rrhQcCg6RuNiZV8AN0z9mw9bcnwVDh2b1aNO0LnVSE2OvoSq4O49+8CUTX/6YNk3rct8p/dmvVUy3J0pKCg4Fh4hUkXlffsd5j89n6848bh7dm5H9Sm3SnfTKCo5Q78chIpKM+ndoxsu/H0Lvtk245KmFXPvC0lp1/xIFh4jIbtirYQZPnDWIs4bswyMffMlJk2ezfuvOsMuqFgoOEZHdlJYS4arhPbj75H588s1Wjr1zFrNXbQq7rLhTcIiI7KHhvVvzwgUH0ahuKmMf+JAH3l1FTR4/VnCIiFSBfVs25IULDuLw/Vpyw/RPuHDqArbn5oddVlwoOEREqkjDjDTuPSWLPx3dnVeXfsPIe95j5YbtYZdV5RQcIiJVyMw455DOPH7mIL7/YRcj7p7Fq0u+CbusKqXgEBGJgwO7tOCli4awb8uGnPfEfP7yyifkF9SMU3YVHCIicdK6SV2eOucATjmgPffPXMWpU+bw7fbcihdMcAoOEZE4qpOawg0j9+fW3/Zh/prvGX7nLOav+T7ssvaIgkNEpBoc378tz51/IGmpxgn3f8Bjs79M2lN2FRwiItWkZ+vGvHzhwQzp0oKrn1/KZf9axI+7CipeMMEoOEREqlHjemlMOW0Alxy2L9MWrGX0ve+zZtOOsMuqFAWHiEg1i0SMSw7ryoOnDWDt9zsYfte7vL18Q9hlxUzBISISkmHd9+Lliw6mbdN6nPHwR/y/N1ZQWJj44x5xDQ4zW21mS8xsoZn94oYYZjbCzBYXvW5mQ4LpHcxsfjB9mZmdW2yZk4J1LjazGWbWIp6fQUQknto3r8dz5x/ImKy23PHmZ4x/5CM279gVdlnliuuNnMxsNZDt7t+W8XoD4Ad3dzPrDTzt7t3NLD2oLTeYZylwILAB+Bro4e7fmtlfgR3ufl15dehGTiKS6NydqXPWcN2Ly2jZKIP7TulPrzaNQ60pIW/k5O7b/b/JVR/wYPoudy+6SqYO/63Tgkd9i96ouBHRIBERSWpmxthBHXj6nMEUFDpj7n2ff839KuyyShXv4HDgdTObZ2YTSpvBzEaZ2XJgOjC+2PR2ZrYY+Aq4xd2/dvc84DxgCcGeBzCljPVOCA5/zd24cWPVfioRkTjp174pL100hP4dmvLHZxbzf9OWkJufWKfsxvtQVRt3X2tmewFvABe5+8wy5h0KXOPuh5WY3hp4HjgO+A6YAUwAVgF3Aevc/Yby6tChKhFJNvkFhdz6+gru+8/n9GnXhHvHZtG6Sd1qrSGUQ1Xuvjb4ugGYBgwsZ96ZQKeSg93u/jXRMY6Dgb7BtM+DQ1xPEx37EBGpUVJTIlxxdHfuOyWLzzdsZ/hds3hvZanDxdUubsFhZvXNrGHRc+AIogFQfJ4uwVgFZpZFdDxjk5m1NbO6wfSmwBDgU2At0MPMMoNVHA58Eq/PICIStqN6teKFCw+ief10Tp3yIfe+83norUpS47julsC0IBdSganuPqPo1Fp3vw8YA4wzszzgR+CE4Ayr/YDbzMyJDobf6u5LAMzsz8DMYJkvgdPj+BlERELXObMBz19wEP/77GJumbGchV99z62/7UPDjLRQ6onrGEei0BiHiNQE7s6D763mplc+oUOzetx3an+6tmwYt/dLyNNxRUQkdmbGmUP2YepZg9i6M5+R97zHS4uq/4oEBYeISJIZ1Kk5038/hB6tGnHRkwuY+PLH5FXj3QUVHCIiSahlowymnn0Apx/YkSmzvmDs5A/ZsG1ntby3gkNEJEmlp0a47jc9uePEvixZu4Xhd85i7urv4v6+Cg4RkSQ3om8bpl1wIPXSUzhx0mweeu+LuJ6yq+AQEakBuu/diBcuHMKh3fbizy99zCVPLWTHrvy4vJeCQ0SkhmhcN41Jp/bnj0d248VFXzPqnvdZv7Xqxz3ieQGgiIhUs0jEuGBYF/Zv05gnPvySZvXTq/w9FBwiIjXQ0K6ZDO2aWfGMu0GHqkREpFIUHCIiUikKDhERqRQFh4iIVIqCQ0REKkXBISIilaLgEBGRSlFwiIhIpdSKOwCa2Uait5ndHS2AxLhDfPlUZ9VLllpVZ9VLllrjXWcHd//FVYS1Ijj2hJnNLe3WiYlGdVa9ZKlVdVa9ZKk1rDp1qEpERCpFwSEiIpWi4KjYpLALiJHqrHrJUqvqrHrJUmsodWqMQ0REKkV7HCIiUikKDhERqRQFRxnM7Cgz+9TMVprZFWHXU5yZtTOzt83sYzNbZmYXB9OvM7O1ZrYweByTALWuNrMlQT1zg2nNzOwNM/ss+No05Bq7FdtmC81sq5ldkijb08weNLMNZra02LRSt6FF3Rn83C42s6yQ6/ybmS0PaplmZk2C6R3N7Mdi2/a+kOss89/azP4UbM9PzezIkOt8qliNq81sYTC9erenu+tR4gGkAJ8DnYB0YBHQI+y6itXXCsgKnjcEVgA9gOuAy8Our0Stq4EWJab9FbgieH4FcEvYdZb4t18HdEiU7QkMBbKApRVtQ+AY4FXAgAOAD0Ou8wggNXh+S7E6OxafLwG2Z6n/1sH/q0VAHWCf4PdCSlh1lnj9NuCaMLan9jhKNxBY6e6r3H0X8E9gRMg1/cTdv3H3+cHzbcAnQJtwq6qUEcAjwfNHgJHhlfILvwY+d/fd7TRQ5dx9JvBdicllbcMRwKMeNRtoYmatwqrT3V939/zg29lA2+qopTxlbM+yjAD+6e657v4FsJLo74e4K69OMzPgd8CT1VFLSQqO0rUBvir2fQ4J+ovZzDoC/YAPg0kXBocFHgz7EFDAgdfNbJ6ZTQimtXT3b4Ln64CW4ZRWqhP5+X/GRNueRcrahon8szue6N5QkX3MbIGZ/cfMDg6rqGJK+7dO1O15MLDe3T8rNq3atqeCI4mZWQPgWeASd98K3At0BvoC3xDdlQ3bEHfPAo4GLjCzocVf9Oh+dkKcE25m6cBvgH8FkxJxe/5CIm3DspjZlUA+8EQw6Rugvbv3Ay4FpppZo7DqI0n+rYs5iZ//gVOt21PBUbq1QLti37cNpiUMM0sjGhpPuPtzAO6+3t0L3L0QmEw17VKXx93XBl83ANOI1rS+6PBJ8HVDeBX+zNHAfHdfD4m5PYspaxsm3M+umZ0ODAfGBiFHcOhnU/B8HtGxg65h1VjOv3Uibs9UYDTwVNG06t6eCo7SfQTsa2b7BH+Fngi8GHJNPwmOb04BPnH324tNL34sexSwtOSy1cnM6ptZw6LnRAdKlxLdlqcFs50GvBBOhb/ws7/iEm17llDWNnwRGBecXXUAsKXYIa1qZ2ZHAf8D/MbddxSbnmlmKcHzTsC+wKpwqiz33/pF4EQzq2Nm+xCtc05111fCYcByd88pmlDt27O6RuGT7UH07JQVRJP7yrDrKVHbEKKHJhYDC4PHMcBjwJJg+otAq5Dr7ET0jJRFwLKi7Qg0B94EPgP+DTRLgG1aH9gENC42LSG2J9Ew+wbII3qM/cyytiHRs6nuCX5ulwDZIde5kugYQdHP6X3BvGOCn4mFwHzguJDrLPPfGrgy2J6fAkeHWWcw/WHg3BLzVuv2VMsRERGpFB2qEhGRSlFwiIhIpSg4RESkUhQcIiJSKQoOERGpFAWHiIhUioJDJEZm1rxY2+p1xdpwbzezf8Th/R42sy/M7NwyXt8efO1cVEdV1yBSGl3HIbIbzOw6YLu73xrH93gYeNndnynj9e3u3qCs70XiRXscInvIzA41s5eD59eZ2SNm9q6ZfWlmo83srxa9mdWMoMcYZtY/6GI6z8xei6X1edAC54NgXTfE+3OJlEXBIVL1OgO/Itpp93HgbXffH/gRODYIj7uA4929P/AgcGMM670DuDdYV2j9p0RSwy5ApAZ61d3zzGwJ0TsKzgimLyF6p7ZuQC/gjWi/SlKILQgOItqTCKK9lW6pwppFYqbgEKl6uQDuXmhmef7fgcRCov/nDFjm7oN3Y90alJTQ6VCVSPX7FMg0s8EQvbeKmfWMYbn3iLb4Bxgbr+JEKqLgEKlmHr2P/fHALWa2iGgr7ANjWPRiondRXEJi3L5UaimdjiuSoCo6HbeU+XU6rlQL7XGIJK4twMSyLgAsUnQBILC+WqqSWk97HCIiUina4xARkUpRcIiISKUoOEREpFIUHCIiUin/HzcM+mXlWVCZAAAAAElFTkSuQmCC", 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" ] @@ -1265,7 +1265,7 @@ } ], "source": [ - "pyplot.plot(time, u5_fission)\n", + "pyplot.plot(time, u235_fission)\n", "pyplot.xlabel(\"Time [d]\")\n", "pyplot.ylabel(\"Fission reactions / s\");" ] @@ -1276,9 +1276,9 @@ "source": [ "## Helpful tips\n", "\n", - "Depletion is a tricky task to get correct. Use too short of time steps and you may never get your results due to running many transport simulations. Use long of time steps and you may get incorrect answers. Consider the xenon plot from above. Xenon-135 is a fission product with a thermal absorption cross section on the order of millions of barns, but has a half life of ~9 hours. Taking smaller time steps at the beginning of your simulation to build up some equilibrium in your fission products is highly recommended.\n", + "Depletion is a tricky task to get correct. Use too short of a time step, and you will incur a steep cost in computational time due to excessive transport simulations. Use too long of a time step, and you may miss physics happening on shorter timescales, leading to incorrect answers. Consider the xenon plot from above. Xenon-135 is a fission product with a thermal absorption cross section on the order of millions of barns, but it has a half life of ~9 hours. Taking smaller time steps at the beginning of your simulation to build up some equilibrium in your fission products is highly recommended.\n", "\n", - "When possible, differentiate materials that reappear in multiple places. If we had built an entire core with the single `fuel` material, every pin would be depleted using the same averaged spectrum and reaction rates which is incorrect. The `Operator` can differentiate these materials using the `diff_burnable_mats` argument, but note that the volumes will be copied from the original material.\n", + "When possible, differentiate materials that reappear in multiple places. If we had built an entire core with the single `fuel` material, every pin would be depleted using the same averaged spectrum and reaction rates, which is incorrect. Pins experiencing different flux will deplete at different rates. The `Operator` can differentiate these materials using the `diff_burnable_mats` argument, but note that the volumes will be copied from the original material.\n", "\n", "Using higher-order integrators, like the `CECMIntegrator`, `EPCRK4Integrator` with a fourth order Runge-Kutta, or the `LEQIIntegrator`, can improve the accuracy of a simulation, or at least allow you to take longer depletion steps between transport simulations with similar accuracy.\n", "\n", @@ -1312,7 +1312,7 @@ }, { "data": { - "image/png": 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\n", 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", 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