{ "cells": [ { "cell_type": "markdown", "id": "63708498-9259-42fc-bbcd-e534f06e02ff", "metadata": {}, "source": [ "# Grid refinement" ] }, { "cell_type": "markdown", "id": "2cc988c7-e493-4ca6-96c1-fbea916e36f9", "metadata": {}, "source": [ "The purpose of this package is to provide simple functions to refine the radial grid around certain locations.\n", "\n", "In this example we want to refine the grid at a distance of $10\\,\\mathrm{au}$. We first create a `DustPy` simulation object." ] }, { "cell_type": "code", "execution_count": 1, "id": "78a3262d-1d75-4190-9ba9-64975ccf5d54", "metadata": {}, "outputs": [], "source": [ "from dustpy import Simulation\n", "from dustpy import constants as c" ] }, { "cell_type": "code", "execution_count": 2, "id": "77bc5e8b-7f3c-42a6-8b2b-9808af90d7af", "metadata": {}, "outputs": [], "source": [ "r0 = 10. * c.au" ] }, { "cell_type": "code", "execution_count": 3, "id": "d5a9b224-0c10-4e7e-84dd-32f2ebc0b6e0", "metadata": {}, "outputs": [], "source": [ "s = Simulation()" ] }, { "cell_type": "markdown", "id": "f6a38d1d-129a-4802-9767-4254efd89137", "metadata": {}, "source": [ "Since we want to provide a custom grid, we do not initialize the simulation object at this point. Instead we create our own grid cell interfaces, which are at this points identical to the default interfaces." ] }, { "cell_type": "code", "execution_count": 4, "id": "64bf3266-77ed-42c1-a0d5-6c59d1af637a", "metadata": {}, "outputs": [], "source": [ "import numpy as np" ] }, { "cell_type": "code", "execution_count": 5, "id": "d3363b58-96e9-4ba9-8a70-b89180bd7990", "metadata": {}, "outputs": [], "source": [ "ri = np.geomspace(s.ini.grid.rmin, s.ini.grid.rmax, s.ini.grid.Nr)" ] }, { "cell_type": "markdown", "id": "477adbfd-5779-4298-9430-d8523011eb9c", "metadata": {}, "source": [ "We can now use the helper function `refine_radial_local()` to locally refine our grid. We do this for different refinement levels to demonstrate the differences." ] }, { "cell_type": "code", "execution_count": 6, "id": "dea70ce6-6c43-4833-b1e2-4f8957bc4c57", "metadata": {}, "outputs": [], "source": [ "from dustpylib.grid.refinement import refine_radial_local" ] }, { "cell_type": "code", "execution_count": 7, "id": "50c3dfb0-200a-46de-943f-792577cd060b", "metadata": {}, "outputs": [], "source": [ "ri_fine_1 = refine_radial_local(ri, r0, num=1)\n", "ri_fine_3 = refine_radial_local(ri, r0, num=3)\n", "ri_fine_5 = refine_radial_local(ri, r0, num=5)" ] }, { "cell_type": "markdown", "id": "b5cdd6dd-a7fd-47b9-9b1d-1b08ccbf17d6", "metadata": {}, "source": [ "We can plot the cummulative distribution of grid cell interfaces." ] }, { "cell_type": "code", "execution_count": 8, "id": "8e46e0c9-d96c-4003-9a83-100cf986edcc", "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "plt.rcParams[\"figure.dpi\"] = 150." ] }, { "cell_type": "code", "execution_count": 9, "id": "f2d1af91-7005-4356-a47c-95ce1cabcc48", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "ax.semilogx(ri/c.au, np.linspace(0., 100., ri.shape[0]), label=\"default\", color=\"black\")\n", "ax.semilogx(ri_fine_1/c.au, np.linspace(0., 100., ri_fine_1.shape[0]), \"--\", label=\"num = 1\")\n", "ax.semilogx(ri_fine_3/c.au, np.linspace(0., 100., ri_fine_3.shape[0]), \"--\", label=\"num = 3\")\n", "ax.semilogx(ri_fine_5/c.au, np.linspace(0., 100., ri_fine_5.shape[0]), \"--\", label=\"num = 5\")\n", "ax.axvline(r0/c.au, lw=1, color=\"black\")\n", "ax.set_xlim(ri[0]/c.au, ri[-1]/c.au)\n", "ax.set_ylim(0., 100.)\n", "ax.set_yticks(ax.get_yticks())\n", "ax.set_yticklabels([\"{:.0f} %\".format(t) for t in ax.get_yticks()])\n", "ax.set_xlabel(\"Distance from star $r$ [au]\")\n", "ax.set_ylabel(\"Fraction of grid cells $\\leq r$\")\n", "ax.legend()\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "id": "2ce5d4fa-7c97-4645-ac1f-bc2fef9f75a8", "metadata": {}, "source": [ "To initialize the model with the new refined grid we have to set the radial grid cell interfaces before initialization." ] }, { "cell_type": "code", "execution_count": 10, "id": "2a7555eb-976f-4a0c-8784-a60db8e9d2cd", "metadata": {}, "outputs": [], "source": [ "s.grid.ri = ri_fine_3" ] }, { "cell_type": "code", "execution_count": 11, "id": "7048202f-4433-4978-8be8-1871384c2162", "metadata": {}, "outputs": [], "source": [ "s.initialize()" ] }, { "cell_type": "markdown", "id": "90075482-1c45-4400-9f02-6d667a6487d7", "metadata": {}, "source": [ "The model can now be run with the new grid with `su.run()`." ] }, { "cell_type": "code", "execution_count": 12, "id": "4e857a27-abc1-411f-9a4b-adbb8a36473a", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "ax.semilogx(ri/c.au, np.linspace(0., 100., ri.shape[0]), label=\"default\", color=\"black\")\n", "ax.semilogx(s.grid.ri/c.au, np.linspace(0., 100., s.grid.ri.shape[0]), \"--\", label=\"refined\")\n", "ax.axvline(r0/c.au, lw=1, color=\"black\")\n", "ax.set_xlim(ri[0]/c.au, ri[-1]/c.au)\n", "ax.set_ylim(0., 100.)\n", "ax.set_yticks(ax.get_yticks())\n", "ax.set_yticklabels([\"{:.0f} %\".format(t) for t in ax.get_yticks()])\n", "ax.set_xlabel(\"Distance from star $r$ [au]\")\n", "ax.set_ylabel(\"Fraction of grid cells $\\leq r$\")\n", "ax.legend()\n", "fig.tight_layout()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.3" } }, "nbformat": 4, "nbformat_minor": 5 }