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@bicycle1885
Last active February 24, 2021 17:00
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Gillespie simulation
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Simulation of chemical reactions between two molecules $C1 \\leftrightarrows C2$ by the Gillespie algorithm.\n",
"\n",
"https://en.wikipedia.org/wiki/Gillespie_algorithm"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"using Random\n",
"using PyPlot"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"Figure(PyObject <Figure size 1680x700 with 3 Axes>)"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# parameters\n",
"c1 = 30 # initial number of C1 molecules\n",
"c2 = 30 # initial number of C2 molecules\n",
"V = 1.0 # volume\n",
"k1 = 1.0 # reaction rate from C1 to C2\n",
"k2 = 2.0 # reaction rate from C2 to C1\n",
"t = 0.0 # current time\n",
"N = 1000 # number of reactions to simulate\n",
"\n",
"# simulation\n",
"Random.seed!(1234)\n",
"times = [t]\n",
"counts = [(c1, c2)]\n",
"for i in 1:N\n",
" a1 = k1 * c1 / V\n",
" a2 = k2 * c2 / V\n",
" at = a1 + a2\n",
" r1 = rand()\n",
" r2 = rand()\n",
" τ = -log(r1) / at\n",
" if r2 < a1 / at\n",
" c1 -= 1\n",
" c2 += 1\n",
" else\n",
" c1 += 1\n",
" c2 -= 1\n",
" end\n",
" t += τ\n",
" push!(times, t)\n",
" push!(counts, (c1, c2))\n",
"end\n",
"\n",
"# plot\n",
"fig, (ax1, ax2, ax3) = subplots(3, dpi = 140, figsize = (12, 5), sharex = true)\n",
"bins = 100\n",
"x = times\n",
"y1 = getindex.(counts, 1)\n",
"y2 = getindex.(counts, 2)\n",
"ax1.plot(x, y1, c = \"C0\", label = \"C1\")\n",
"ax1.plot(x, y2, c = \"C1\", label = \"C2\")\n",
"ax1.legend(fontsize = \"x-small\")\n",
"ax1.set_xlim(extrema(times))\n",
"ax1.grid(axis = \"y\")\n",
"ax1.set_ylabel(\"number of molecules\")\n",
"ax2.plot(x, y1 ./ y2)\n",
"ax2.axhline(k2 / k1, c = \"k\", ls = \"dotted\")\n",
"ax2.grid(axis = \"y\")\n",
"ax2.set_ylabel(\"ratio of molecules\")\n",
"ax3.hist(x, bins = bins)\n",
"ax3.axhline(N / bins, c = \"k\", ls = \"dotted\")\n",
"ax3.set_ylabel(\"number of reactions\")\n",
"ax3.grid(axis = \"y\")\n",
"ax3.set_xlabel(\"time\")\n",
"fig.tight_layout();"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Julia Version 1.6.0-rc1\n",
"Commit a58bdd9010 (2021-02-06 15:49 UTC)\n",
"Platform Info:\n",
" OS: Linux (x86_64-pc-linux-gnu)\n",
" CPU: AMD Ryzen 9 3950X 16-Core Processor\n",
" WORD_SIZE: 64\n",
" LIBM: libopenlibm\n",
" LLVM: libLLVM-11.0.1 (ORCJIT, znver2)\n",
"Environment:\n",
" JULIA_PROJECT = @.\n"
]
}
],
"source": [
"versioninfo()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Julia 1.6.0-rc1",
"language": "julia",
"name": "julia-1.6"
},
"language_info": {
"file_extension": ".jl",
"mimetype": "application/julia",
"name": "julia",
"version": "1.6.0"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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