{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Test: Gas Evolution\n", "\n", "In this chapter we are comparing the gas evolution to the analytical solution.\n", "\n", "## Analytical Solution\n", "\n", "Viscous gas accretion has analytical solutions as given by [Lynden-Bell & Pringle (1974)](https://doi.org/10.1093/mnras/168.3.603) or [Hartmann et al. (1998)](https://doi.org/10.1086/305277).\n", "\n", "We assume a viscously evolving disk\n", "\n", "$\\frac{\\partial}{\\partial t} \\Sigma_\\mathrm{g} = \\frac{3}{r}\\frac{\\partial}{\\partial r} \\left[ \\sqrt{r} \\frac{\\partial}{\\partial r} \\left( \\sqrt{r} \\nu \\Sigma_\\mathrm{g} \\right) \\right]$\n", "\n", "with an $\\alpha$-viscosity prescription given by\n", "\n", "$\\begin{split}\n", "\\nu &= \\alpha \\frac{c_\\mathrm{s}^2}{\\Omega_\\mathrm{K}}\\\\\n", "&\\propto r^{s} \\cdot r^{q} \\cdot r^{\\frac{3}{2}} = r^\\gamma.\n", "\\end{split}$\n", "\n", "In the default simulation we have $s=0$, $q=-\\frac{1}{2}$, and therefore $\\gamma=1$.\n", "\n", "This differential equation for viscous accretion has self-similar solutions given by\n", "\n", "$\\Sigma_\\mathrm{g} = \\frac{C}{3\\pi\\nu_1R^\\gamma}T^{-\\frac{5/2-\\gamma}{2-\\gamma}} \\exp \\left[ -\\frac{R^{2-\\gamma}}{T} \\right]$\n", "\n", "with a dimensionless scaling of the grid $R=\\frac{r}{r_1}$, the radial scaling factor $r_1$ and the viscosity at the scaling location $\\nu_1=\\nu\\left(r_1\\right)$.\n", "\n", "$T=\\frac{t}{t_\\mathrm{s}}+1$ is the dimensionless time and\n", "\n", "$t_\\mathrm{s} = \\frac{1}{3 \\left( 2-\\gamma \\right)^2}\\frac{r_1^2}{\\nu_1}$.\n", "\n", "$C$ is a scaling constant that defines the initial mass of the disk $M_0$\n", "\n", "$C = M_0 \\frac{3\\nu_1}{2r_1^2\\left(2-\\gamma\\right)}$.\n", "\n", "We can now write a function that returns the surface density profile at any given time to compare it against the simulation result." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "def LBP74_analytical(r, rc, nu, M0, t):\n", " \"\"\"Function calculates the self-similar solution of Lynden-Bell & Pringle (1974)\n", " It is assuming that the viscosity follows a power law.\n", " \n", " Parameters\n", " ----------\n", " r : Field\n", " Radial grid\n", " rc : float\n", " Initial critical cutoff radius\n", " nu : Field\n", " Kinematic viscosity\n", " M0 : float\n", " Initial disk mass\n", " t : float\n", " Time\n", " \n", " Returns\n", " -------\n", " Sigma : Field\n", " Gas surface density profile at time t\n", " \"\"\"\n", " import numpy as np\n", " \n", " # Get power law index of viscosity\n", " gamma = np.mean( np.diff( np.log10(nu) ) / np.diff( np.log10(r) ) )\n", " \n", " # Convert to dimensionless quantities\n", " R = r/rc\n", " nu1 = nu[0] * (rc/r[0])**gamma\n", " ts = rc**2 / (3*nu1*(2-gamma)**2)\n", " T = t/ts + 1\n", " \n", " # Calculate scaling constant\n", " C = (2-gamma)*M0 * 3*nu1/(2*rc**2)\n", " \n", " return C / (3*np.pi*nu1*R**gamma) * T**(-(5/2-gamma)/(2-gamma)) * np.exp(-R**(2-gamma)/T)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We test the gas evolution for the default model." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from dustpy import Simulation\n", "sim = Simulation()\n", "sim.initialize()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We want to compare the simulation to the analytical solution at four discrete snapshots between $10,000$ and $10,000,000$ years." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "import dustpy.constants as c\n", "import numpy as np\n", "snapshots = np.logspace(4., 7, num=4, base=10.) * c.year" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(dpi=150)\n", "ax = fig.add_subplot(111)\n", "ax.loglog(sim.grid.r/c.au, sim.gas.Sigma, c=\"black\", lw=4, alpha=0.25, label=\"DustPy initial\")\n", "ax.loglog(sim.grid.r/c.au, LBP74_analytical(sim.grid.r, sim.ini.gas.SigmaRc, sim.gas.nu, sim.ini.gas.Mdisk, 0), \"--\", lw=1, c=\"C0\", label=\"t = 0.0e+00 yrs\")\n", "for i in range(0, len(snapshots)):\n", " cstr = \"C\" + str(i+1)\n", " ax.loglog(sim.grid.r/c.au, LBP74_analytical(sim.grid.r, sim.ini.gas.SigmaRc, sim.gas.nu, sim.ini.gas.Mdisk, snapshots[i]), \"--\", lw=1, c=cstr, label=\"t = {:3.1e} yrs\".format(snapshots[i]/c.year))\n", "ax.legend()\n", "ax.set_xlim(sim.grid.r[0]/c.au, sim.grid.r[-1]/c.au)\n", "ax.set_ylim(1.e-2, 1.e4)\n", "ax.set_xlabel(\"Distance from star [au]\")\n", "ax.set_ylabel(\"Surface density [g/cm²]\")\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setting up DustPy\n", "\n", "We now set up a `DustPy` simulation to compare the gas evolution to the analytical solutions.\n", "\n", "### Turning off Dust Evolution\n", "\n", "Since we're not interested in the dust evolution and since this is the computationally most expensive part of `DustPy`, we simply turn it off. We do this by removing the integration instruction and unsetting all updater that are not needed." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "sim.dust.S.coag[...] = 0.\n", "sim.dust.S.coag.updater = None\n", "sim.dust.S.ext[...] = 0.\n", "sim.dust.S.ext.updater = None\n", "sim.dust.S.hyd[...] = 0.\n", "sim.dust.S.hyd.updater = None\n", "sim.dust.S.tot[...] = 0.\n", "sim.dust.S.tot.updater = None\n", "sim.dust.S.updater = None\n", "sim.update()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Instruction (Dust: implicit 1st-order direct solver),\n", " Instruction (Gas: implicit 1st-order direct solver)]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sim.integrator.instructions" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "del(sim.integrator.instructions[0])" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Instruction (Gas: implicit 1st-order direct solver)]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sim.integrator.instructions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Modifying Integration Variable\n", "\n", "We set the desired snapshots, that we already defined above." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "sim.t.snapshots = snapshots" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Setting Writer Options\n", "\n", "We also change the name of the output directory and allow `DustPy` to overwrite existing data files." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "sim.writer.datadir = \"test_gas_evolution\"\n", "sim.writer.overwrite = True" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now run the simulation." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "DustPy v1.0.0\n", "\n", "Documentation: https://stammler.github.io/dustpy/\n", "PyPI: https://pypi.org/project/dustpy/\n", "GitHub: https://github.com/stammler/dustpy/\n", "\n", "Please cite Stammler & Birnstiel (2021)\n", "\n", "\u001b[93mChecking for mass conservation...\n", "\u001b[0m\n", "\u001b[93m - Sticking:\u001b[0m\n", "\u001b[98m max. rel. error: \u001b[92m 2.81e-14\u001b[0m\n", " for particle collision\n", " m[114] = 1.93e+04 g with\n", " m[116] = 3.73e+04 g\u001b[0m\n", "\u001b[93m - Full fragmentation:\u001b[0m\n", "\u001b[98m max. rel. error: \u001b[92m 4.44e-16\u001b[0m\n", " for particle collision\n", " m[47] = 5.18e-06 g with\n", " m[54] = 5.18e-05 g\u001b[0m\n", "\u001b[93m - Cratering:\u001b[0m\n", "\u001b[98m max. rel. error: \u001b[92m 1.78e-15\u001b[0m\n", " for particle collision\n", " m[110] = 5.18e+03 g with\n", " m[118] = 7.20e+04 g\n", "\u001b[0m\n", "Creating data directory 'test_gas_evolution'.\n", "Writing file \u001b[94mtest_gas_evolution/data0000.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0001.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0002.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0003.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0004.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Execution time: \u001b[94m0:00:17\u001b[0m\n" ] } ], "source": [ "sim.run()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Reading and Plotting Data\n", "\n", "We now read the data and compare it to the analytical solutions." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "r = sim.writer.read.sequence(\"grid.r\") / c.au\n", "Sigma = sim.writer.read.sequence(\"gas.Sigma\")\n", "nu = sim.writer.read.sequence(\"gas.nu\")\n", "t = sim.writer.read.sequence(\"t\") / c.year" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(dpi=150)\n", "ax = fig.add_subplot(111)\n", "ax.loglog(r[0], Sigma[0], c=\"C0\", label=\"t = 0.0e+00 yrs\")\n", "for i in range(1, len(sim.t.snapshots)+1):\n", " cstr = \"C\"+str(i)\n", " ax.loglog(r[i], LBP74_analytical(r[i]*c.au, sim.ini.gas.SigmaRc, nu[0], sim.ini.gas.Mdisk, t[i]*c.year), \"--\", lw=1, c=cstr)\n", " ax.loglog(r[i], Sigma[i], c=cstr, label=\"t = {:3.1e} yrs\".format(t[i]))\n", "ax.plot(0., 0., \":\", c=\"black\", label=\"analytical\")\n", "ax.legend()\n", "ax.set_xlim(r[0, 0], r[0, -1])\n", "ax.set_ylim(1.e-2, 1.e4)\n", "ax.set_xlabel(\"Distance from star [au]\")\n", "ax.set_ylabel(\"Surface density [g/cm²]\")\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, the time evolution of the gas disk (in the default model) is in good agreement with the analytical solutions." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Modifying the Power Law Index\n", "\n", "We now run the same test again, but we change the initial power law index of the gas surface density profile from $-1.0$ to $-1.5$." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "sim = Simulation()\n", "sim.ini.gas.SigmaExp = -1.5" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "sim.initialize()" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "sim.dust.S.coag[...] = 0.\n", "sim.dust.S.coag.updater = None\n", "sim.dust.S.ext[...] = 0.\n", "sim.dust.S.ext.updater = None\n", "sim.dust.S.hyd[...] = 0.\n", "sim.dust.S.hyd.updater = None\n", "sim.dust.S.tot[...] = 0.\n", "sim.dust.S.tot.updater = None\n", "sim.dust.S.updater = None\n", "sim.update()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "del(sim.integrator.instructions[0])" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "sim.t.snapshots = snapshots" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "sim.writer.datadir = \"test_gas_evolution\"\n", "sim.writer.overwrite = True" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "DustPy v1.0.0\n", "\n", "Documentation: https://stammler.github.io/dustpy/\n", "PyPI: https://pypi.org/project/dustpy/\n", "GitHub: https://github.com/stammler/dustpy/\n", "\n", "Please cite Stammler & Birnstiel (2021)\n", "\n", "\u001b[93mChecking for mass conservation...\n", "\u001b[0m\n", "\u001b[93m - Sticking:\u001b[0m\n", "\u001b[98m max. rel. error: \u001b[92m 2.81e-14\u001b[0m\n", " for particle collision\n", " m[114] = 1.93e+04 g with\n", " m[116] = 3.73e+04 g\u001b[0m\n", "\u001b[93m - Full fragmentation:\u001b[0m\n", "\u001b[98m max. rel. error: \u001b[92m 4.44e-16\u001b[0m\n", " for particle collision\n", " m[47] = 5.18e-06 g with\n", " m[54] = 5.18e-05 g\u001b[0m\n", "\u001b[93m - Cratering:\u001b[0m\n", "\u001b[98m max. rel. error: \u001b[92m 1.78e-15\u001b[0m\n", " for particle collision\n", " m[110] = 5.18e+03 g with\n", " m[118] = 7.20e+04 g\n", "\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0000.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0001.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0002.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0003.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0004.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Execution time: \u001b[94m0:00:22\u001b[0m\n" ] } ], "source": [ "sim.run()" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "r = sim.writer.read.sequence(\"grid.r\") / c.au\n", "Sigma = sim.writer.read.sequence(\"gas.Sigma\")\n", "nu = sim.writer.read.sequence(\"gas.nu\")\n", "t = sim.writer.read.sequence(\"t\") / c.year" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(dpi=150)\n", "ax = fig.add_subplot(111)\n", "ax.loglog(r[0], Sigma[0], c=\"C0\", label=\"t = 0.0e+00 yrs\")\n", "for i in range(1, len(sim.t.snapshots)+1):\n", " cstr = \"C\"+str(i)\n", " ax.loglog(r[i], LBP74_analytical(r[i]*c.au, sim.ini.gas.SigmaRc, nu[0], sim.ini.gas.Mdisk, t[i]*c.year), \"--\", lw=1, c=cstr)\n", " ax.loglog(r[i], Sigma[i], c=cstr, label=\"t = {:3.1e} yrs\".format(t[i]))\n", "ax.plot(0., 0., \":\", c=\"black\", label=\"analytical\")\n", "ax.legend()\n", "ax.set_xlim(r[0, 0], r[0, -1])\n", "ax.set_ylim(1.e-2, 1.e4)\n", "ax.set_xlabel(\"Distance from star [au]\")\n", "ax.set_ylabel(\"Surface density [g/cm²]\")\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The final snapshot looks fine, the previous ones, however, are quite a bit off. Even the initial surface density does not match the analytic solution. \n", "What went wrong?\n", "\n", "The problem is that the initial surface density is not in steady state and therefore not a self-similar solution. \n", "In steady state the mass flux is constant\n", "\n", "$\\frac{\\partial}{\\partial r} \\left( 3\\pi\\Sigma_\\mathrm{g}\\nu \\right) = \\text{const.}$\n", "\n", "Or in other words\n", "\n", "$\\Sigma_\\mathrm{g}\\nu \\propto r^p r^\\gamma = r^0 \\\\ \\Rightarrow p+\\gamma = 0$\n", "\n", "We've change $p$ from $-1$ to $-1.5$, but we have not changed $\\gamma$, which is still $1$ from the default setup as described above. Therefore, in our initial conditions we have\n", "\n", "$p+\\gamma=-0.5 \\neq 0$.\n", "\n", "Over time the system finds a steady state. Since the temperature profile and the $\\alpha$-viscosity parameter are both fix in the default model, the only way for the system to get into steady state is by changing the slope of the gas surface density. This is what happened here: the surface density profile went from $-1.5$ initially to $-1$ after $10\\,$Myrs.\n", "\n", "To fix this problem we need to change the viscosity of the setup. We can do this by either changing the temperature profile, or by changing the $\\alpha$-profile. We are changing $\\alpha$ here\n", "\n", "$\\alpha \\left( r \\right) \\propto r^\\frac{1}{2}$\n", "\n", "which leads to $\\gamma = 1.5$." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "sim = Simulation()\n", "sim.ini.gas.SigmaExp = -1.5\n", "sim.initialize()" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "sim.gas.alpha[:] = sim.ini.gas.alpha * (sim.grid.r[:]/sim.ini.gas.SigmaRc)**0.5" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "sim.dust.S.coag[...] = 0.\n", "sim.dust.S.coag.updater = None\n", "sim.dust.S.ext[...] = 0.\n", "sim.dust.S.ext.updater = None\n", "sim.dust.S.hyd[...] = 0.\n", "sim.dust.S.hyd.updater = None\n", "sim.dust.S.tot[...] = 0.\n", "sim.dust.S.tot.updater = None\n", "sim.dust.S.updater = None\n", "sim.update()" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "del(sim.integrator.instructions[0])" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "sim.t.snapshots = snapshots" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "sim.writer.datadir = \"test_gas_evolution\"\n", "sim.writer.overwrite = True" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "DustPy v1.0.0\n", "\n", "Documentation: https://stammler.github.io/dustpy/\n", "PyPI: https://pypi.org/project/dustpy/\n", "GitHub: https://github.com/stammler/dustpy/\n", "\n", "Please cite Stammler & Birnstiel (2021)\n", "\n", "\u001b[93mChecking for mass conservation...\n", "\u001b[0m\n", "\u001b[93m - Sticking:\u001b[0m\n", "\u001b[98m max. rel. error: \u001b[92m 2.81e-14\u001b[0m\n", " for particle collision\n", " m[114] = 1.93e+04 g with\n", " m[116] = 3.73e+04 g\u001b[0m\n", "\u001b[93m - Full fragmentation:\u001b[0m\n", "\u001b[98m max. rel. error: \u001b[92m 4.44e-16\u001b[0m\n", " for particle collision\n", " m[47] = 5.18e-06 g with\n", " m[54] = 5.18e-05 g\u001b[0m\n", "\u001b[93m - Cratering:\u001b[0m\n", "\u001b[98m max. rel. error: \u001b[92m 1.78e-15\u001b[0m\n", " for particle collision\n", " m[110] = 5.18e+03 g with\n", " m[118] = 7.20e+04 g\n", "\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0000.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0001.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0002.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0003.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0004.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Execution time: \u001b[94m0:00:52\u001b[0m\n" ] } ], "source": [ "sim.run()" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "r = sim.writer.read.sequence(\"grid.r\") / c.au\n", "Sigma = sim.writer.read.sequence(\"gas.Sigma\")\n", "nu = sim.writer.read.sequence(\"gas.nu\")\n", "t = sim.writer.read.sequence(\"t\") / c.year" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(dpi=150)\n", "ax = fig.add_subplot(111)\n", "ax.loglog(r[0], Sigma[0], c=\"C0\", label=\"t = 0.0e+00 yrs\")\n", "for i in range(1, len(sim.t.snapshots)+1):\n", " cstr = \"C\"+str(i)\n", " ax.loglog(r[i], LBP74_analytical(r[i]*c.au, sim.ini.gas.SigmaRc, nu[0], sim.ini.gas.Mdisk, t[i]*c.year), \"--\", lw=1, c=cstr)\n", " ax.loglog(r[i], Sigma[i], c=cstr, label=\"t = {:3.1e} yrs\".format(t[i]))\n", "ax.plot(0., 0., \":\", c=\"black\", label=\"analytical\")\n", "ax.legend()\n", "ax.set_xlim(r[0, 0], r[0, -1])\n", "ax.set_ylim(1.e-2, 1.e4)\n", "ax.set_xlabel(\"Distance from star [au]\")\n", "ax.set_ylabel(\"Surface density [g/cm²]\")\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is closer to the analytical solutions. However, there are stil deviations at the inner boundary of the grid.\n", "\n", "The reason for this is the inner boundary condition. \n", "By default this is set to constant gradient\n", "\n", "$\\frac{1}{r}\\frac{\\partial}{\\partial r} \\left( r\\Sigma_\\mathrm{g} \\right) = \\text{const.}$\n", "\n", "This can be set exactly within a linear system, such as the one that is solved for gas evolution. A surface density profile of $-1$ as is set for the default model has automatically a constant gradient at the inner boundary. But a surface density profile of $-1.5$ does not. Here we need to change the inner boundary condition to constant power law." ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "sim = Simulation()\n", "sim.ini.gas.SigmaExp = -1.5\n", "sim.initialize()" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "sim.gas.alpha[:] = sim.ini.gas.alpha * (sim.grid.r[:]/sim.ini.gas.SigmaRc)**0.5" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [], "source": [ "sim.dust.S.coag[...] = 0.\n", "sim.dust.S.coag.updater = None\n", "sim.dust.S.ext[...] = 0.\n", "sim.dust.S.ext.updater = None\n", "sim.dust.S.hyd[...] = 0.\n", "sim.dust.S.hyd.updater = None\n", "sim.dust.S.tot[...] = 0.\n", "sim.dust.S.tot.updater = None\n", "sim.dust.S.updater = None\n", "sim.update()" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "del(sim.integrator.instructions[0])" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "sim.gas.boundary.inner.setcondition(\"const_pow\")" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "sim.t.snapshots = snapshots" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [], "source": [ "sim.writer.datadir = \"test_gas_evolution\"\n", "sim.writer.overwrite = True" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "DustPy v1.0.0\n", "\n", "Documentation: https://stammler.github.io/dustpy/\n", "PyPI: https://pypi.org/project/dustpy/\n", "GitHub: https://github.com/stammler/dustpy/\n", "\n", "Please cite Stammler & Birnstiel (2021)\n", "\n", "\u001b[93mChecking for mass conservation...\n", "\u001b[0m\n", "\u001b[93m - Sticking:\u001b[0m\n", "\u001b[98m max. rel. error: \u001b[92m 2.81e-14\u001b[0m\n", " for particle collision\n", " m[114] = 1.93e+04 g with\n", " m[116] = 3.73e+04 g\u001b[0m\n", "\u001b[93m - Full fragmentation:\u001b[0m\n", "\u001b[98m max. rel. error: \u001b[92m 4.44e-16\u001b[0m\n", " for particle collision\n", " m[47] = 5.18e-06 g with\n", " m[54] = 5.18e-05 g\u001b[0m\n", "\u001b[93m - Cratering:\u001b[0m\n", "\u001b[98m max. rel. error: \u001b[92m 1.78e-15\u001b[0m\n", " for particle collision\n", " m[110] = 5.18e+03 g with\n", " m[118] = 7.20e+04 g\n", "\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0000.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0001.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0002.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0003.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Writing file \u001b[94mtest_gas_evolution/data0004.hdf5\u001b[0m\n", "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n", "Execution time: \u001b[94m0:00:52\u001b[0m\n" ] } ], "source": [ "sim.run()" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [], "source": [ "r = sim.writer.read.sequence(\"grid.r\") / c.au\n", "Sigma = sim.writer.read.sequence(\"gas.Sigma\")\n", "nu = sim.writer.read.sequence(\"gas.nu\")\n", "t = sim.writer.read.sequence(\"t\") / c.year" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(dpi=150)\n", "ax = fig.add_subplot(111)\n", "ax.loglog(r[0], Sigma[0], c=\"C0\", label=\"t = 0.0e+00 yrs\")\n", "for i in range(1, len(sim.t.snapshots)+1):\n", " cstr = \"C\"+str(i)\n", " ax.loglog(r[i], LBP74_analytical(r[i]*c.au, sim.ini.gas.SigmaRc, nu[0], sim.ini.gas.Mdisk, t[i]*c.year), \"--\", lw=1, c=cstr)\n", " ax.loglog(r[i], Sigma[i], c=cstr, label=\"t = {:3.1e} yrs\".format(t[i]))\n", "ax.plot(0., 0., \":\", c=\"black\", label=\"analytical\")\n", "ax.legend()\n", "ax.set_xlim(r[0, 0], r[0, -1])\n", "ax.set_ylim(1.e-2, 1.e4)\n", "ax.set_xlabel(\"Distance from star [au]\")\n", "ax.set_ylabel(\"Surface density [g/cm²]\")\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is not perfect, but as good as it can get. The deviation at the outer boundary is due to the fact that the outer boundary conditions is setting the gas to its floor value to prevent inflow.\n", "\n", "In general: Always test your models against analytical solutions, if possible and decide then if the errors are acceptable for you." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Why is the inner boundary condition not constant power law by default?\n", "\n", "The reason for that is that a constant power law is not necessarily possible within a linear system. A power of $-1.5$ for example is not.\n", "\n", "`DustPy` is \"*cheating*\" here a bit. A boundary condition of `const_pow` is behind the scenes actually a boundary condition of `val`, where the value is calculated from the current surface density. This is close enough to the actual value in most cases. After the integration the boundary condition is then strictly enforced, by setting the correct power with the new values of the surface density.\n", "\n", "Since the default model uses a power of $-1$ and since this can be done exactly with the `const_grad` boundary condition, we prefer it over the `const_pow` condition in the default setup." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 4 }