{ "cells": [ { "cell_type": "markdown", "id": "31226b14-e907-4503-9918-a09163363217", "metadata": {}, "source": [ "# 15 - ADER-FD\n", "\n", "This notebook demonstrates the implementation of a finite-difference scheme for solving the first-order formulation of the acoustic wave equation using ADER (Arbitrary-order-accuracy via DERivatives) time integration. This enables a temporal discretisation up the order of the spatial discretisation, whilst preventing the grid-grid decoupling (often referred to as checkerboarding) associated with solving first-order systems of equations on a single finite-difference grid.\n", "\n", "The method is detailed in \"Fast High Order ADER Schemes for Linear Hyperbolic Equations\" by Schwartzkopf et al. (https://doi.org/10.1016/j.jcp.2003.12.007).\n", "\n", "The state vector is defined as\n", "\n", "$\\mathbf{U} = \\begin{bmatrix} p \\\\ \\mathbf{v} \\end{bmatrix}$,\n", "\n", "where $p$ is pressure, and $\\mathbf{v}$ is particle velocity. Taking a Taylor-series expansion of $\\mathbf{U}(t+\\Delta t)$ at time $t$, one obtains\n", "\n", "$\\mathbf{U}(t+\\Delta t) = \\mathbf{U}(t) + \\Delta t\\frac{\\partial \\mathbf{U}}{\\partial t}(t) + \\frac{\\Delta t^2}{2}\\frac{\\partial^2 \\mathbf{U}}{\\partial t^2}(t) + \\frac{\\Delta t^3}{6}\\frac{\\partial^3 \\mathbf{U}}{\\partial t^3}(t) + \\dots$.\n", "\n", "Using the governing equations\n", "\n", "$\\frac{\\partial \\mathbf{U}}{\\partial t} = \\begin{bmatrix}\\rho c^2 \\boldsymbol{\\nabla}\\cdot\\mathbf{v} \\\\ \\frac{1}{\\rho}\\boldsymbol{\\nabla}p \\end{bmatrix}$,\n", "\n", "expressions for higher-order time derivatives of the state vector are derived in terms of spatial derivatives. For example, taking the second derivative of the state vector with respect to time\n", "\n", "$\\frac{\\partial^2 \\mathbf{U}}{\\partial t^2} = \\begin{bmatrix}\\rho c^2 \\boldsymbol{\\nabla}\\cdot\\frac{\\partial \\mathbf{v}}{\\partial t} \\\\ \\frac{1}{\\rho}\\boldsymbol{\\nabla}\\frac{\\partial p}{\\partial t} \\end{bmatrix}$.\n", "\n", "Substituting the temporal derivatives on the right hand side for the expressions given in the governing equations\n", "\n", "$\\frac{\\partial^2 \\mathbf{U}}{\\partial t^2} = \\begin{bmatrix}\\rho c^2 \\boldsymbol{\\nabla}\\cdot\\left(\\frac{1}{\\rho}\\boldsymbol{\\nabla}p\\right) \\\\ \\frac{1}{\\rho}\\boldsymbol{\\nabla}\\left(\\rho c^2 \\boldsymbol{\\nabla}\\cdot\\mathbf{v}\\right) \\end{bmatrix}$.\n", "\n", "Assuming constant $c$ and $\\rho$, this simplifies to\n", "\n", "$\\frac{\\partial^2 \\mathbf{U}}{\\partial t^2} = \\begin{bmatrix}c^2 \\nabla^2 p \\\\ c^2\\boldsymbol{\\nabla}\\left(\\boldsymbol{\\nabla}\\cdot\\mathbf{v}\\right) \\end{bmatrix}$.\n", "\n", "This process is iterated to obtain equations for the required higher-order temporal derivatives.\n", "\n", "High-order explicit timestepping is achieved by substituting these expressions into the Taylor expansion, truncated at the desired temporal discretisation order. As such, the order of the temporal discretisation can be increased to that of the spatial discretisation." ] }, { "cell_type": "code", "execution_count": 1, "id": "e7f08ea5-2007-4c35-aae2-ed38eded5e16", "metadata": {}, "outputs": [], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "# Necessary imports\n", "import devito as dv\n", "import sympy as sp\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "from examples.seismic import TimeAxis, RickerSource" ] }, { "cell_type": "markdown", "id": "e3ed902a-fc78-4199-80df-766df1f21e55", "metadata": {}, "source": [ "To begin, we set up the `Grid`. Note that no staggering is specified for the `Function`s, being unnecessary in this case due to the coupling of solution variables present in the ADER-FD update equations." ] }, { "cell_type": "code", "execution_count": 2, "id": "f4308415-d7ad-441c-b889-60ab4ce7155f", "metadata": {}, "outputs": [], "source": [ "# 1km x 1km grid\n", "grid = dv.Grid(shape=(201, 201), extent=(1000., 1000.))\n", "p = dv.TimeFunction(name='p', grid=grid, space_order=16)\n", "v = dv.VectorTimeFunction(name='v', grid=grid, space_order=16, staggered=(None, None))" ] }, { "cell_type": "markdown", "id": "9bf842ff-3d17-4e0e-bb84-df1015cab505", "metadata": {}, "source": [ "Material parameters are specified as in the staggered case. Note that if one assumes non-constant material parameters when deriving higher-order time derivatives in terms of spatial derivatives, the resultant expressions will contain derivatives of material parameters. As such, it will be necessary to set the `space_order` of the `Function`s containing material parameters accordingly, and values may need extending into the halo using the `data_with_halo` view." ] }, { "cell_type": "code", "execution_count": 3, "id": "9c9b755b-3128-4dc0-9a96-4e1f12787ec5", "metadata": {}, "outputs": [], "source": [ "# Material parameters\n", "c = dv.Function(name='c', grid=grid)\n", "rho = dv.Function(name='rho', grid=grid)\n", "\n", "c.data[:] = 1.5\n", "c.data[:, :150] = 1.25\n", "c.data[:, :100] = 1.\n", "c.data[:, :50] = 0.75\n", "\n", "rho.data[:] = c.data[:]\n", "\n", "# Define bouyancy for shorthand\n", "b = 1/rho\n", "# Define celerity shorthands\n", "c2 = c**2\n", "c4 = c**4" ] }, { "cell_type": "markdown", "id": "de44e4b4-b669-44f8-a2e4-93030217e651", "metadata": {}, "source": [ "Now we will specify each of the temporal derivatives required for a 4th-order ADER timestepping scheme. Note that for conciseness, the derivations assume constant material parameters." ] }, { "cell_type": "code", "execution_count": 4, "id": "8e44ac5a-0b68-40bc-8f3f-a7d30fb4964a", "metadata": {}, "outputs": [], "source": [ "# dv.grad(dv.div(v)) is not the same as expanding the continuous operator and then discretising\n", "# This is because dv.grad(dv.div(v)) applies a gradient stencil to a divergence stencil\n", "def graddiv(f):\n", " return sp.Matrix([[f[0].dx2 + f[1].dxdy],\n", " [f[0].dxdy + f[1].dy2]])\n", "\n", "def lapdiv(f):\n", " return f[0].dx3 + f[0].dxdy2 + f[1].dx2dy + f[1].dy3\n", "\n", "def gradlap(f):\n", " return sp.Matrix([[f.dx3 + f.dxdy2],\n", " [f.dx2dy + f.dy3]])\n", "\n", "def gradlapdiv(f):\n", " return sp.Matrix([[f[0].dx4 + f[0].dx2dy2 + f[1].dx3dy + f[1].dxdy3],\n", " [f[0].dx3dy + f[0].dxdy3 + f[1].dx2dy2 + f[1].dy4]])\\\n", "\n", "def biharmonic(f):\n", " return f.dx4 + 2*f.dx2dy2 + f.dy4\n", "\n", "# First time derivatives\n", "pdt = rho*c2*dv.div(v)\n", "vdt = b*dv.grad(p)\n", "\n", "# Second time derivatives\n", "pdt2 = c2*p.laplace\n", "vdt2 = c2*graddiv(v)\n", "\n", "# Third time derivatives\n", "pdt3 = rho*c4*lapdiv(v)\n", "vdt3 = c2*b*gradlap(p)\n", "\n", "# Fourth time derivatives\n", "pdt4 = c4*biharmonic(p)\n", "vdt4 = c4*gradlapdiv(v)" ] }, { "cell_type": "markdown", "id": "602638ab-8b84-4b8a-b462-af56998972b3", "metadata": {}, "source": [ "Define the model timestep." ] }, { "cell_type": "code", "execution_count": 5, "id": "7c45fb73-d5ce-40a6-aaf1-288590ddb381", "metadata": {}, "outputs": [], "source": [ "# Model timestep\n", "op_dt = 0.85*np.amin(grid.spacing)/np.amax(c.data) # Courant number of 0.85" ] }, { "cell_type": "markdown", "id": "8aff89b5-a76d-4ce3-9f72-582692ab990a", "metadata": {}, "source": [ "Now define the update equations for 4th-order ADER timestepping." ] }, { "cell_type": "code", "execution_count": 6, "id": "01d7ff5a-d917-43d2-87c8-ed669461017f", "metadata": {}, "outputs": [], "source": [ "dt = grid.stepping_dim.spacing\n", "\n", "# Update equations (4th-order ADER timestepping)\n", "eq_p = dv.Eq(p.forward, p + dt*pdt + (dt**2/2)*pdt2 + (dt**3/6)*pdt3 + (dt**4/24)*pdt4)\n", "eq_v = dv.Eq(v.forward, v + dt*vdt + (dt**2/2)*vdt2 + (dt**3/6)*vdt3 + (dt**4/24)*vdt4)" ] }, { "cell_type": "markdown", "id": "3ad0cc13-41c0-4137-b3fa-18bdc8836871", "metadata": {}, "source": [ "Add a source." ] }, { "cell_type": "code", "execution_count": 7, "id": "32a84cdf-bd94-4d82-b2c7-f097e86cfb1f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "t0 = 0. # Simulation starts a t=0\n", "tn = 450. # Simulation last 0.45 seconds (450 ms)\n", "\n", "time_range = TimeAxis(start=t0, stop=tn, step=op_dt)\n", "\n", "f0 = 0.020 # Source peak frequency is 20Hz (0.020 kHz)\n", "src = RickerSource(name='src', grid=grid, f0=f0,\n", " npoint=1, time_range=time_range)\n", "\n", "# Position source centrally in all dimensions\n", "src.coordinates.data[0, :] = np.array(grid.extent) * .5\n", "\n", "# We can plot the time signature to see the wavelet\n", "src.show()" ] }, { "cell_type": "markdown", "id": "7c9a01be-04ab-4a5c-a638-068d05c183dd", "metadata": {}, "source": [ "Finally we can run our propagator." ] }, { "cell_type": "code", "execution_count": 8, "id": "a3cb961e-6522-490d-933b-b03bdd9a3e86", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.05 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", " PerfEntry(time=0.031563999999999974, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", " PerfEntry(time=0.009770000000000003, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "src_term = src.inject(field=p.forward, expr=src)\n", "\n", "op = dv.Operator([eq_p, eq_v] + src_term)\n", "op.apply(dt=op_dt)" ] }, { "cell_type": "code", "execution_count": 9, "id": "2927e296-9294-4e00-8eb7-727b1f7fd161", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "extent = [0, 1000, 1000, 0]\n", "vmax = np.abs(np.amax(p.data[-1]))\n", "plt.imshow(c.data.T, cmap='Greys', extent=extent)\n", "plt.imshow(p.data[-1].T, cmap='seismic', alpha=0.75, extent=extent, vmin=-vmax, vmax=vmax)\n", "plt.xlabel(\"x (m)\")\n", "plt.ylabel(\"y (m)\")\n", "plt.title(\"ADER-FD scheme\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "f491a525-fec7-4795-9aac-72477b09784a", "metadata": {}, "source": [ "Using a staggered discretisation to solve the first-order acoustic wave equation with the same parameterisation:" ] }, { "cell_type": "code", "execution_count": 10, "id": "211d698c-451e-4c9f-9672-dfead5039221", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.04 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", " PerfEntry(time=0.023771000000000007, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", " PerfEntry(time=0.009549000000000004, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "ps = dv.TimeFunction(name='ps', grid=grid, space_order=16, staggered=dv.NODE)\n", "vs = dv.VectorTimeFunction(name='vs', grid=grid, space_order=16)\n", "\n", "# First time derivatives\n", "psdt = rho*c2*dv.div(vs.forward)\n", "vsdt = b*dv.grad(ps)\n", "\n", "eq_ps = dv.Eq(ps.forward, ps + dt*psdt)\n", "eq_vs = dv.Eq(vs.forward, vs + dt*vsdt)\n", "\n", "src_term_s = src.inject(field=ps.forward, expr=src)\n", "\n", "ops = dv.Operator([eq_vs, eq_ps] + src_term_s)\n", "ops.apply(dt=op_dt)" ] }, { "cell_type": "code", "execution_count": 11, "id": "0df1c5ae-5b9d-488e-ac94-8c05ef277656", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "vmax = np.abs(np.amax(ps.data[-1]))\n", "plt.imshow(c.data.T, cmap='Greys', extent=extent)\n", "plt.imshow(ps.data[-1].T, cmap='seismic', alpha=0.75, extent=extent, vmin=-vmax, vmax=vmax)\n", "plt.xlabel(\"x (m)\")\n", "plt.ylabel(\"y (m)\")\n", "plt.title(\"Staggered FD scheme\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "17b938aa-2772-4f7f-8347-ea2039781205", "metadata": {}, "source": [ "It is apparent that the staggered scheme with leapfrog timestepping is unstable with the timestep used in the unstaggered scheme with ADER timestepping." ] }, { "cell_type": "code", "execution_count": 12, "id": "a609fce5-7faa-478b-9906-48367774f837", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Data(nan, dtype=float32)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.amax(ps.data[-1]) # Printing the maximum shows that the wavefield has gone to NaN" ] }, { "cell_type": "markdown", "id": "b41b90e4-9168-4297-b409-228491c94774", "metadata": {}, "source": [ "Reducing the timestep for comparison:" ] }, { "cell_type": "code", "execution_count": 13, "id": "723c7139-1fcb-400a-834e-ab537712bb69", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.10 s\n", "Operator `Kernel` ran in 0.06 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", " PerfEntry(time=0.041284000000000015, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", " PerfEntry(time=0.015035000000000008, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "# Reset the fields\n", "p.data[:] = 0\n", "ps.data[:] = 0\n", "\n", "v[0].data[:] = 0\n", "v[1].data[:] = 0\n", "vs[0].data[:] = 0\n", "vs[1].data[:] = 0\n", "\n", "new_dt = 0.5*np.amin(grid.spacing)/np.amax(c.data) # Courant number of 0.5\n", "\n", "op.apply(dt=new_dt, src=src.resample(dt=new_dt))\n", "ops.apply(dt=new_dt, src=src.resample(dt=new_dt))" ] }, { "cell_type": "code", "execution_count": 14, "id": "0cbc102c-c6fc-4186-89e9-ce5b1ec826d0", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "vmax = np.amax(np.abs(p.data[-1]))\n", "\n", "fig, ax = plt.subplots(1, 3, figsize=(15, 10), tight_layout=True, sharey=True)\n", "\n", "# Note that due to the leapfrog timestepping, fields need to be accessed at different timesteps\n", "ax[0].imshow(c.data.T, cmap='Greys', extent=extent)\n", "im_p = ax[0].imshow(p.data[1].T, cmap='seismic', alpha=0.75, extent=extent, vmin=-vmax, vmax=vmax)\n", "ax[0].set_xlabel(\"x (m)\")\n", "ax[0].set_ylabel(\"y (m)\")\n", "ax[0].title.set_text(\"ADER-FD scheme\")\n", "\n", "ax[1].imshow(c.data.T, cmap='Greys', extent=extent)\n", "ax[1].imshow(ps.data[0].T, cmap='seismic', alpha=0.75, extent=extent, vmin=-vmax, vmax=vmax)\n", "ax[1].set_xlabel(\"x (m)\")\n", "ax[1].set_ylabel(\"y (m)\")\n", "ax[1].title.set_text(\"Staggered FD scheme\")\n", "\n", "ax[2].imshow(c.data.T, cmap='Greys', extent=extent)\n", "ax[2].imshow(ps.data[0].T - p.data[1].T, cmap='seismic', alpha=0.75, extent=extent, vmin=-vmax, vmax=vmax)\n", "ax[2].set_xlabel(\"x (m)\")\n", "ax[2].set_ylabel(\"y (m)\")\n", "ax[2].title.set_text(\"Diff\")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "2d4d119c-e723-4792-8449-df80e7ac6fc9", "metadata": {}, "source": [ "Note the damping of the field at the boundaries when using the ADER scheme. ADER-FD schemes exhibit numerical diffusion when encountering non-smooth solutions, as is the case at the zero padding surrounding the grid. This occurs in the absence of any damping boundary conditions, hence the presence of reflections in the staggered case." ] }, { "cell_type": "code", "execution_count": 15, "id": "f1523bd3-2b78-49c6-b517-57f945b00f63", "metadata": {}, "outputs": [], "source": [ "assert(np.isclose(np.linalg.norm(p.data), 1.6494513))\n", "assert(np.isclose(np.linalg.norm(ps.data), 1.8125491))" ] } ], "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": "3.11.5" } }, "nbformat": 4, "nbformat_minor": 5 }