From 59d7ce7f89a670e068fcf453c2adb55956c0a410 Mon Sep 17 00:00:00 2001 From: Felix Koehler Date: Mon, 8 Apr 2024 16:36:47 +0200 Subject: [PATCH] Port solver subclassing tutorial --- examples/creating_your_own_solvers_1d.ipynb | 384 ++++++++++++++++++++ 1 file changed, 384 insertions(+) create mode 100644 examples/creating_your_own_solvers_1d.ipynb diff --git a/examples/creating_your_own_solvers_1d.ipynb b/examples/creating_your_own_solvers_1d.ipynb new file mode 100644 index 0000000..7cd3512 --- /dev/null +++ b/examples/creating_your_own_solvers_1d.ipynb @@ -0,0 +1,384 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Creating custom solvers\n", + "\n", + "This is a showcase how the sample steppers in `exponax.sample_stepper` are implemented." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import jax\n", + "import jax.numpy as jnp\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "import exponax as ex\n", + "from exponax import BaseStepper\n", + "from exponax.nonlin_fun import BaseNonlinearFun, ConvectionNonlinearFun" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A viscous Korteveg-de Vries equation\n", + "\n", + "By default the KdV stepper is non-diffusive. Let's create a custom stepper that has an additional diffusion term." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "from jaxtyping import Array, Complex\n", + "\n", + "\n", + "class KdV_diffusive(BaseStepper):\n", + " # Declare your constitutive parameters here\n", + " convection_scale: float\n", + " diffusivity: float # This is the term not present in the pre-made KdV stepper\n", + " dispersivity: float\n", + "\n", + " # This is necessary to correctly instantiate the nonlinear function\n", + " dealiasing_fraction: float\n", + "\n", + " def __init__(\n", + " self,\n", + " # The first four positional arguments are always the same, i.e.,\n", + " # dimensions, domain size, number of degrees of freedom and time step\n", + " # size\n", + " num_spatial_dims: int,\n", + " domain_extent: float,\n", + " num_points: int,\n", + " dt: float,\n", + " *,\n", + " # The first range of keyword arguments should be constitutive\n", + " # parameters, make sure to set reasonable defaults\n", + " convection_scale: float = -6,\n", + " diffusivity: float = 0.01,\n", + " dispersivity: float = 1.0,\n", + " # The second range of keyword arguments should be numerical parameters;\n", + " # oftentimes it is fine to use the same as in other methods\n", + " order: int = 2,\n", + " dealiasing_fraction: float = 2 / 3,\n", + " num_circle_points: int = 16,\n", + " circle_radius: float = 1.0,\n", + " ):\n", + " \"\"\"\n", + " Add a docstring here\n", + " \"\"\"\n", + "\n", + " # First, save the constitutive parameters\n", + " self.convection_scale = convection_scale\n", + " self.diffusivity = diffusivity\n", + " self.dispersivity = dispersivity\n", + "\n", + " # Then save the dealiasing fraction\n", + " self.dealiasing_fraction = dealiasing_fraction\n", + "\n", + " # Then, call the parent constructor\n", + " super().__init__(\n", + " num_spatial_dims,\n", + " domain_extent,\n", + " num_points,\n", + " dt,\n", + " # The KdV equation uses a convection nonlinearity for which the\n", + " # number of channels grows with the spatial dimension\n", + " num_channels=num_spatial_dims,\n", + " # Pass the numerical parameters to the parent constructor\n", + " order=order,\n", + " num_circle_points=num_circle_points,\n", + " circle_radius=circle_radius,\n", + " )\n", + "\n", + " # We have to implement two methods `_build_linear_operator` and `_build_nonlinear_fun`\n", + "\n", + " def _build_linear_operator(self, derivative_operator: Array) -> Array:\n", + " diffusion_part = self.diffusivity * derivative_operator**2\n", + " # We need a minus here because this term of the equation is moved to the\n", + " # right hand side\n", + " dispersion_part = -self.dispersivity * derivative_operator**3\n", + "\n", + " linear_operator = diffusion_part + dispersion_part\n", + " return linear_operator\n", + "\n", + " def _build_nonlinear_fun(self, derivative_operator: Array) -> BaseNonlinearFun:\n", + " # The nonlinear given by convection, i.e., $c * (u^2)_x$ is so common\n", + " # among (semi-linear/) nonlinear PDEs that there is shared nonlinear\n", + " # function.\n", + " nonlinear_fun = ConvectionNonlinearFun(\n", + " self.num_spatial_dims,\n", + " self.num_points,\n", + " derivative_operator=derivative_operator,\n", + " dealiasing_fraction=self.dealiasing_fraction,\n", + " scale=self.convection_scale,\n", + " )\n", + " return nonlinear_fun" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Diffusive KdV')" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "DOMAIN_EXTENT = 20.0\n", + "NUM_POINTS = 100\n", + "DT = 0.05\n", + "\n", + "original_kdv_stepper = ex.stepper.KortewegDeVries(\n", + " 1,\n", + " DOMAIN_EXTENT,\n", + " NUM_POINTS,\n", + " DT,\n", + " dispersivity=1.0,\n", + " convection_scale=-6,\n", + ")\n", + "diffusive_kdv_stepper = KdV_diffusive(\n", + " 1,\n", + " DOMAIN_EXTENT,\n", + " NUM_POINTS,\n", + " DT,\n", + " diffusivity=0.1,\n", + " dispersivity=1.0,\n", + " convection_scale=-6,\n", + ")\n", + "\n", + "mesh = ex.make_grid(1, DOMAIN_EXTENT, NUM_POINTS)\n", + "u_0 = jnp.cos(4 * jnp.pi * mesh / DOMAIN_EXTENT)\n", + "\n", + "original_kdv_trj = ex.rollout(original_kdv_stepper, 200, include_init=True)(u_0)\n", + "diffusive_kdv_trj = ex.rollout(diffusive_kdv_stepper, 200, include_init=True)(u_0)\n", + "\n", + "fig, ax = plt.subplots(2, 1, sharex=True, sharey=True)\n", + "ax[0].imshow(original_kdv_trj[:, 0, :].T, aspect=\"auto\", cmap=\"RdBu\", vmin=-1, vmax=1)\n", + "ax[0].set_title(\"Original KdV\")\n", + "ax[1].imshow(diffusive_kdv_trj[:, 0, :].T, aspect=\"auto\", cmap=\"RdBu\", vmin=-1, vmax=1)\n", + "ax[1].set_title(\"Diffusive KdV\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Heat Equation with nonlinear source term\n", + "\n", + "$$ \\partial_t u = \\nu \\partial_x^2 u + \\frac{1}{1 + u^2} $$\n", + "\n", + "For these highly nonlinear equations, it is hard to say how strong the\n", + "dealiasing should be. Having a fraction of $1/2$ is a good first guess." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "class NonlinearSourceFun(BaseNonlinearFun):\n", + " # The constructor of a nonlinear function should take as positional\n", + " # arguments the number of spatial dimensions and the number of points. The\n", + " # derivative operator should be a keyword argument. Here, we do not need; so\n", + " # let's not include it.\n", + " def __init__(\n", + " self,\n", + " num_spatial_dims: int,\n", + " num_points: int,\n", + " *,\n", + " dealiasing_fraction: float = 1 / 2,\n", + " ):\n", + " super().__init__(\n", + " num_spatial_dims,\n", + " num_points,\n", + " dealiasing_fraction=dealiasing_fraction,\n", + " )\n", + "\n", + " def __call__(self, u_hat: Array) -> Array:\n", + " # When inheriting from BaseNonlinearFun, we can use the the class\n", + " # methods `fft` and `ifft` to perform the correct (real-valued) Fourier\n", + " # transforms. Make sure to dealias before evaluating nonlinear terms.\n", + " u = self.ifft(self.dealias(u_hat))\n", + " u_nonlin = 1 / (1 + u**2)\n", + " u_nonlin_hat = self.fft(u_nonlin)\n", + " return u_nonlin_hat\n", + "\n", + "\n", + "class Diffusion_nonlinear_source(BaseStepper):\n", + " diffusivity: float\n", + "\n", + " dealiasing_fraction: float\n", + "\n", + " def __init__(\n", + " self,\n", + " num_spatial_dims: int,\n", + " domain_extent: float,\n", + " num_points: int,\n", + " dt: float,\n", + " *,\n", + " diffusivity: float = 0.01,\n", + " # The below numerics parameters normally would not be necessary for the\n", + " # linear heat PDE, because any linear PDE on periodic boundaries can be\n", + " # exactly integrated in time with the Fourier spectral method (given it\n", + " # is band-limited). However, here we added a nonlinear source term.\n", + " order: int = 2,\n", + " dealiasing_fraction: float = 1 / 2, # Using a stronger dealiasing\n", + " num_circle_points: int = 16,\n", + " circle_radius: float = 1.0,\n", + " ):\n", + " self.diffusivity = diffusivity\n", + " self.dealiasing_fraction = dealiasing_fraction\n", + " super().__init__(\n", + " num_spatial_dims,\n", + " domain_extent,\n", + " num_points,\n", + " dt,\n", + " # The heat equation's channel will always be 1, no matter the\n", + " # spatial dimension\n", + " num_channels=1,\n", + " order=order,\n", + " num_circle_points=num_circle_points,\n", + " circle_radius=circle_radius,\n", + " )\n", + "\n", + " def _build_linear_operator(self, derivative_operator: Array) -> Array:\n", + " return self.diffusivity * derivative_operator**2\n", + "\n", + " def _build_nonlinear_fun(self, derivative_operator: Array) -> BaseNonlinearFun:\n", + " return NonlinearSourceFun(\n", + " self.num_spatial_dims,\n", + " self.num_points,\n", + " dealiasing_fraction=self.dealiasing_fraction,\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Nonlinear Diffusion')" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "DOMAIN_EXTENT = 1.0\n", + "NUM_POINTS = 100\n", + "DT = 0.05\n", + "NU = 0.01\n", + "\n", + "original_diffusion_stepper = ex.stepper.Diffusion(\n", + " 1, DOMAIN_EXTENT, NUM_POINTS, DT, diffusivity=NU\n", + ")\n", + "nonlinear_diffusion_stepper = Diffusion_nonlinear_source(\n", + " 1,\n", + " DOMAIN_EXTENT,\n", + " NUM_POINTS,\n", + " DT,\n", + " diffusivity=NU,\n", + ")\n", + "\n", + "mesh = ex.make_grid(1, DOMAIN_EXTENT, NUM_POINTS)\n", + "u_0 = jnp.cos(4 * jnp.pi * mesh / DOMAIN_EXTENT)\n", + "\n", + "original_diffusion_trj = ex.rollout(original_diffusion_stepper, 200, include_init=True)(\n", + " u_0\n", + ")\n", + "nonlinear_diffusion_trj = ex.rollout(\n", + " nonlinear_diffusion_stepper, 200, include_init=True\n", + ")(u_0)\n", + "\n", + "fig, ax = plt.subplots(2, 1, sharex=True, sharey=True)\n", + "ax[0].imshow(\n", + " original_diffusion_trj[:, 0, :].T, aspect=\"auto\", cmap=\"RdBu\", vmin=-1, vmax=1\n", + ")\n", + "ax[0].set_title(\"Original Diffusion\")\n", + "ax[1].imshow(\n", + " nonlinear_diffusion_trj[:, 0, :].T, aspect=\"auto\", cmap=\"RdBu\", vmin=-1, vmax=1\n", + ")\n", + "ax[1].set_title(\"Nonlinear Diffusion\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jax_fresh", + "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": "3.10.13" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}