{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "In this notebook, we show how to reproduce part of the analyses of the \"Toy Model\" example available on https://maboss.curie.fr/.\n", "\n", "Note that simulations can take a moment to execute." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import maboss" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "fast_sim = maboss.load(\"Four_cycle.bnd\", \"Four_cycle_FEscape.cfg\")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "#maboss.wg_set_istate(fast_sim)\n", "maboss.set_nodes_istate(fast_sim, [\"A\", \"B\"], [0, 1])" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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/hswCKYTo9QJK7uFCa83+jQXErhzH/IL/4o38jUyclsXoWWk4otr5UY5vBHeV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\nSqkKIAkoPlulpSeOYRkxkEk7d3J0tQ9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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fast_res = fast_sim.run()\n", "fast_res.plot_trajectory()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "slow_sim = fast_sim.copy()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": true }, "outputs": [], "source": [ "slow_sim.param[\"$escape\"] = 0.00001" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "slow_res = slow_sim.run()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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tJ2Vn4HbMU7EOBzgcNCioNxQNTgcNDgf1TjumzXbojxsO3dtsNDjtNNhs/kTj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\n9/y1q0hMzyQmsfUTlEoprhp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