diff --git a/notebooks/rainier_hybrid.ipynb b/notebooks/rainier_hybrid.ipynb new file mode 100644 index 0000000..e523b09 --- /dev/null +++ b/notebooks/rainier_hybrid.ipynb @@ -0,0 +1,1771 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "2bbcb16d-d444-46d3-810a-ab79194a91eb", + "metadata": {}, + "outputs": [], + "source": [ + "from tqdm.auto import trange\n", + "import numpy as np\n", + "from numpy import pi as π\n", + "import matplotlib.pyplot as plt\n", + "import firedrake\n", + "from firedrake import inner, dx, exp, min_value, max_value, Constant, derivative\n", + "import irksome\n", + "import icepack\n", + "from icepack2.model import hybrid, mass_balance\n", + "from icepack.calculus import grad" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "205d8e57", + "metadata": {}, + "outputs": [], + "source": [ + "def extract_surface(q_in):\n", + " mesh_x = q_in.ufl_domain()._base_mesh\n", + " shape = q_in.ufl_shape\n", + " if len(shape) == 0:\n", + " VLin = firedrake.FunctionSpace(q_in.ufl_domain(), \"CG\", 2, vfamily=\"CG\", vdegree=1)\n", + " q_targ = firedrake.Function(VLin).interpolate(q_in)\n", + " element_xz = q_targ.ufl_element()\n", + " if hasattr(element_xz, \"factor_elements\"):\n", + " element_x = element_xz.factor_elements[0]\n", + " else:\n", + " element_x = element_xz.sub_elements[0]\n", + " else:\n", + " VLin = firedrake.VectorFunctionSpace(q_in.ufl_domain(), \"CG\", 2, dim=shape[0], vfamily=\"CG\", vdegree=1)\n", + " q_targ = firedrake.Function(VLin).interpolate(q_in)\n", + " element_xz = q_targ.ufl_element()\n", + " if hasattr(element_xz, \"factor_elements\"):\n", + " element_hor = element_xz.factor_elements[0]\n", + " else:\n", + " element_hor = element_xz.sub_elements[0]\n", + " if hasattr(element_hor, \"factor_elements\"):\n", + " element_xy = element_hor.factor_elements[0]\n", + " else:\n", + " element_xy = element_hor.sub_elements[0]\n", + " element_x = firedrake.VectorElement(element_xy, dim=shape[0])\n", + "\n", + " Q_x = firedrake.FunctionSpace(mesh_x, element_x)\n", + " q_x = firedrake.Function(Q_x)\n", + " if len(shape) > 0:\n", + " q_x.dat.data[:] = q_targ.dat.data[1::2, :]\n", + " else:\n", + " q_x.dat.data[:] = q_targ.dat.data[1::2]\n", + " return q_x\n", + "\n", + "\n", + "def extract_bed(q_in):\n", + " mesh_x = q_in.ufl_domain()._base_mesh\n", + " shape = q_in.ufl_shape\n", + " if len(shape) == 0:\n", + " VLin = firedrake.FunctionSpace(q_in.ufl_domain(), \"CG\", 2, vfamily=\"CG\", vdegree=1)\n", + " q_targ = firedrake.Function(VLin).interpolate(q_in)\n", + " element_xz = q_targ.ufl_element()\n", + " if hasattr(element_xz, \"factor_elements\"):\n", + " element_x = element_xz.factor_elements[0]\n", + " else:\n", + " element_x = element_xz.sub_elements[0]\n", + " else:\n", + " VLin = firedrake.VectorFunctionSpace(q_in.ufl_domain(), \"CG\", 2, dim=shape[0], vfamily=\"CG\", vdegree=1)\n", + " q_targ = firedrake.Function(VLin).interpolate(q_in)\n", + " element_xz = q_targ.ufl_element()\n", + " if hasattr(element_xz, \"factor_elements\"):\n", + " element_xy = element_xz.factor_elements[0].sub_elements[0]\n", + " elif hasattr(element_xz.sub_elements[0], \"factor_elements\"):\n", + " element_xy = element_xz.sub_elements[0].factor_elements[0]\n", + " else:\n", + " element_xy = element_xz.sub_elements[0].sub_elements[0]\n", + " element_x = firedrake.VectorElement(element_xy, dim=shape[0])\n", + "\n", + " Q_x = firedrake.FunctionSpace(mesh_x, element_x)\n", + " q_x = firedrake.Function(Q_x)\n", + " if len(shape) > 0:\n", + " q_x.dat.data[:] = q_targ.dat.data[::2, :]\n", + " else:\n", + " q_x.dat.data[:] = q_targ.dat.data[::2]\n", + " return q_x" + ] + }, + { + "cell_type": "markdown", + "id": "3ed26c06-ea87-4688-9761-e98e5b26684d", + "metadata": {}, + "source": [ + "This notebook will demonstrate how to use the dual momentum balance model to simulate the evolution of a synthetic mountain glacier.\n", + "We'll start with a completely artificial initial glacier thickness, and then we'll spin it up to steady state.\n", + "The overall bed geometry is meant to mimic some of the features of Mt. Rainier in Washington State, but we'll produce a smaller glacier.\n", + "For many measurements, see [this volume](http://npshistory.com/publications/mora/glaciers-1963.pdf) from 1963, edited by Mark Meier and featuring many contributions by Austin Post.\n", + "\n", + "Mt. Rainier has a circumference of about 150km, which works out to a radius of about 25km.\n", + "We'll use a computational domain about half that size." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "f4ed4de3-bfb5-4f7f-bfba-52fc0e913f8c", + "metadata": {}, + "outputs": [], + "source": [ + "radius = Constant(12e3)\n", + "mesh2d = firedrake.UnitDiskMesh(4)\n", + "mesh2d.coordinates.dat.data[:] *= float(radius)\n", + "mesh = firedrake.ExtrudedMesh(mesh2d, layers=1)" + ] + }, + { + "cell_type": "markdown", + "id": "55e5e816-7f40-435e-aa22-78051037a76b", + "metadata": {}, + "source": [ + "Next, we'll create some function spaces.\n", + "We'll use continuous linear finite elements for the basal elevation and discontinuous linear elements for the thickness.\n", + "In general, solving the mass balance equation for ice thickness tends to work much better with discontinuous elements." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "94cbe500-16ff-4824-b873-d94427a23278", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/dlilien/sw/fd_3.14/venv-firedrake/lib/python3.14/site-packages/finat/ufl/elementlist.py:433: UserWarning: Discontinuous Lagrange element requested on triangle * interval, creating DQ element.\n", + " warnings.warn(\"Discontinuous Lagrange element requested on %s, creating DQ element.\" % cell.cellname)\n" + ] + } + ], + "source": [ + "cg1 = firedrake.FiniteElement(\"CG\", \"triangle\", 1)\n", + "S = firedrake.FunctionSpace(mesh, cg1, vfamily=\"R\", vdegree=0)\n", + "dg1 = firedrake.FiniteElement(\"DG\", \"triangle\", 1)\n", + "Q = firedrake.FunctionSpace(mesh, dg1, vfamily=\"R\", vdegree=0)" + ] + }, + { + "cell_type": "markdown", + "id": "c3d0b834-dbca-4b2b-9533-44125ce72c71", + "metadata": {}, + "source": [ + "Mt. Rainier is about 4km high.\n", + "We'll use a bed topography of the form $B\\exp(-|x|^2/r^2)$, although this is actually a little unrealistic." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "58d11b38-22fb-4db3-bcf9-f989817715c2", + "metadata": {}, + "outputs": [], + "source": [ + "x = firedrake.SpatialCoordinate(mesh)\n", + "\n", + "B = Constant(4e3)\n", + "r_b = Constant(150e3 / (2 * π))\n", + "expr = B * exp(-(x[0]**2 + x[1]**2) / r_b**2)\n", + "b = firedrake.Function(S).interpolate(expr)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "24945f29-c8d5-4a0e-84f0-9253dd1d2067", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "ax.set_aspect(\"equal\")\n", + "ax.set_title(\"Bed elevation\")\n", + "colors = firedrake.tripcolor(extract_bed(b), axes=ax)\n", + "firedrake.tricontour(extract_bed(b), levels=[1600.0, 2100.0], colors=\"black\", axes=ax)\n", + "fig.colorbar(colors);" + ] + }, + { + "cell_type": "markdown", + "id": "799ff14c-f764-46eb-842c-8034f6c7476f", + "metadata": {}, + "source": [ + "According to Meier and Post, at 1600m elevation, the surface mass balance is about -8.7 m/yr of water equivalent, and the equilibrium line altitude (where surface mass balance is zero) is at about 2100m elevation, and that the SMB must average about 0.7 m/yr above the ELA for the glacier to be in balance.\n", + "We'll use these as rough guidelines; trying to be too exact about it gives an accumulation field with a really dramatic change near the ELA that results in generalized numerical mayhem.\n", + "When we define the SMB field, we clamp the values at the top and bottom in order to avoid producing unrealistic values.\n", + "Not also how we have to convert one of the SMB values from meters of water equivalent to meters of ice equivalent by multiplying by 0.917." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "eaeced4e-119f-4e85-a038-f7ef03964648", + "metadata": {}, + "outputs": [], + "source": [ + "z_measured = Constant(1600.0)\n", + "a_measured = Constant(-0.917 * 8.7)\n", + "a_top = Constant(0.7)\n", + "z_top = Constant(4e3)\n", + "δa_δz = (a_top - a_measured) / (z_top - z_measured)\n", + "a_max = Constant(0.7)\n", + "\n", + "def smb(z):\n", + " return min_value(a_max, a_measured + δa_δz * (z - z_measured))" + ] + }, + { + "cell_type": "markdown", + "id": "cf4ccb68-c028-4a97-9479-caf99ea467b9", + "metadata": {}, + "source": [ + "We'll start with a very artificial initial guess for the thickness and evolve it toward equilibrium." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "e49e504f-ac00-4c7e-a055-ffe1cd84b054", + "metadata": {}, + "outputs": [], + "source": [ + "r_h = Constant(5e3)\n", + "H = Constant(100.0)\n", + "expr = H * max_value(0, 1 - inner(x, x) / r_h**2)\n", + "h = firedrake.Function(Q).interpolate(expr)\n", + "h_0 = h.copy(deepcopy=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "16e78f35-2127-467b-91ff-abfa23addde1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "ax.set_aspect(\"equal\")\n", + "colors = firedrake.tripcolor(extract_surface(h), axes=ax)\n", + "fig.colorbar(colors);" + ] + }, + { + "cell_type": "markdown", + "id": "ea593b0b-c5f1-4d2a-a70a-f8537ab35167", + "metadata": {}, + "source": [ + "We can then compute the initial surface elevation and mass balance." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "0641ac14-e8e1-496b-9ffd-e376c7ae3974", + "metadata": {}, + "outputs": [], + "source": [ + "s = firedrake.Function(Q).interpolate(b + h)\n", + "a = firedrake.Function(Q).interpolate(smb(s))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "4ec0e6ba-bff9-4493-88cc-cd9a88505224", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "ax.set_aspect(\"equal\")\n", + "colors = firedrake.tripcolor(extract_surface(a), vmin=-0.7, axes=ax)\n", + "fig.colorbar(colors);" + ] + }, + { + "cell_type": "markdown", + "id": "4b97c83c-e389-43ab-bdad-c0e194c1380b", + "metadata": {}, + "source": [ + "In order to calculate the material properties of the glacier, we'll assume that it's roughly temperate, which isn't too far off from the truth." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "e3b0b711-e898-4760-b326-807afae85a56", + "metadata": {}, + "outputs": [], + "source": [ + "from icepack2.constants import gravity, ice_density, glen_flow_law\n", + "A = icepack.rate_factor(Constant(273.15))" + ] + }, + { + "cell_type": "markdown", + "id": "bec1a763-ab01-4f63-ae93-d92f0ce0ef2a", + "metadata": {}, + "source": [ + "We'll use the shallow ice approximation, which diagnoses the velocity at a point in a purely local fashion using the thickness and surface slope, to initialize the ice velocity." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "1ec09854-3b85-43d0-84f9-6959508d4865", + "metadata": {}, + "outputs": [], + "source": [ + "V = firedrake.VectorFunctionSpace(mesh, cg1, dim=2, vfamily=\"R\", vdegree=0)\n", + "\n", + "u = firedrake.Function(V)\n", + "v = firedrake.TestFunction(V)\n", + "\n", + "ρ_I = Constant(ice_density)\n", + "g = Constant(gravity)\n", + "n = Constant(glen_flow_law)\n", + "\n", + "P = ρ_I * g * h\n", + "S_n = inner(grad(s), grad(s))**((n - 1) / 2)\n", + "u_shear = -2 * A * P ** n / (n + 2) * h * S_n * grad(s)\n", + "F = inner(u - u_shear, v) * dx\n", + "\n", + "solver_params = {\"snes_type\": \"ksponly\", \"ksp_type\": \"gmres\"}\n", + "fc_params = {\"quadrature_degree\": 6}\n", + "params = {\"solver_parameters\": solver_params, \"form_compiler_parameters\": fc_params}\n", + "firedrake.solve(F == 0, u, **params)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "5a32887c-dcd3-4aae-844e-1a6c70b183db", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "ax.set_aspect(\"equal\")\n", + "colors = firedrake.tripcolor(extract_surface(u), axes=ax)\n", + "fig.colorbar(colors);" + ] + }, + { + "cell_type": "markdown", + "id": "9a900c91-a77f-4d7a-86e3-9c014512e3b9", + "metadata": {}, + "source": [ + "Now we'll get to the real modeling.\n", + "To proceed, we have to make function spaces to represent the membrane and basal stresses and create a variable that stores the velocity and stresses.\n", + "Here we use piecewise constant finite elements for the stresses.\n", + "In general, if you use $CG(k)$ elements for the velocity, you need to use $DG(k - 1)$ elements for the stresses." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "db935250-689e-4ca7-aee5-c5b0f212c4d4", + "metadata": {}, + "outputs": [], + "source": [ + "vfamily = \"GL\"\n", + "vdegree = 2\n", + "V = firedrake.VectorFunctionSpace(mesh, \"CG\", 2, dim=2, vfamily=vfamily, vdegree=vdegree)\n", + "Σx = firedrake.TensorFunctionSpace(mesh, \"DG\", 1, shape=(2, 2), symmetry=True, vfamily=vfamily, vdegree=max(0, vdegree - 1))\n", + "T = firedrake.VectorFunctionSpace(mesh, \"DG\", 1, dim=2, vfamily=vfamily, vdegree=max(0, vdegree - 1))\n", + "T0 = firedrake.VectorFunctionSpace(mesh, \"DG\", 1, dim=2, vfamily=\"R\", vdegree=0)\n", + "Z = V * Σx * T * T0\n", + "z = firedrake.Function(Z)\n", + "\n", + "u = firedrake.Function(V).interpolate(u)\n", + "z.sub(0).assign(u);" + ] + }, + { + "cell_type": "markdown", + "id": "1d649590-0970-42c5-9fa2-52d8bb325dbf", + "metadata": {}, + "source": [ + "This is a subtle but important point.\n", + "But we'll also want to regularize the momentum balance model a bit by pretending as if it were linear.\n", + "We chose some value of the ice fluidity $A$, which is fine, but remember that $A$ has units of strain rate $\\times$ stress${}^{-n}$ where $n \\approx 3$ is the Glen flow law exponent.\n", + "If we only change $n$ to 1 in the parts of the equation determining the constitutive relation but do nothing to $A$, the physical units that we use in the regularization will make no sense.\n", + "So what we do below is pick some arbitrary stress scale $\\tau_c$, which here I'm taking to be 0.1 MPa or 100 kPa.\n", + "We're then choosing a strain rate scale $\\dot\\varepsilon_c$ so that $A = \\dot\\varepsilon_c \\cdot\\tau_c^{-n}$.\n", + "If we want to pretend like ice flow were linear, we could produce the right constitutive relation by then using the flow law coefficient $A' = \\dot\\varepsilon_c\\cdot\\tau_c^{-1}$ and all the units would make sense." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "cc16a5dd-3c51-453f-938c-895dd0963051", + "metadata": {}, + "outputs": [], + "source": [ + "τ_c = Constant(0.1)\n", + "ε_c = Constant(A * τ_c ** n)" + ] + }, + { + "cell_type": "markdown", + "id": "b16d9a32-7b64-4ce9-aa1e-cf38e900765e", + "metadata": {}, + "source": [ + "Now we're at the really important part.\n", + "To make the SSA model effectively do SIA, what we need is that, in the sliding law\n", + "$$K|\\tau|^{m - 1}\\tau = -u,$$\n", + "we take\n", + "$$K = \\frac{hA}{n + 2}.$$\n", + "Now in order to make our regularization approach work, we also define the sliding coefficient as\n", + "$$K = u_c / \\tau_c^m$$\n", + "where $\\tau_c$ is a reference stress and $u_c$ a reference speed.\n", + "We're using the same reference stress for the flow and sliding laws of $\\tau_c = $ 100 kPa, so we can then compute the reference speed as $u_c = K\\tau_c^m$.\n", + "We can then add more sliding on top of the effective deformation that we use to mimic SIA.\n", + "To add some extra real sliding, we've increased the critical speed $u_c$ by a factor of 100 m/yr." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "1b9a1932-e82b-45ac-a353-07c6d0f2ab67", + "metadata": {}, + "outputs": [], + "source": [ + "K = h * A / (n + 2)\n", + "U_c = Constant(100)\n", + "u_c = K * τ_c ** n + U_c" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "f4bbe65a-e7ee-41e7-9742-9feda268c3cc", + "metadata": {}, + "outputs": [], + "source": [ + "rheology = {\n", + " \"flow_law_exponent\": n,\n", + " \"flow_law_coefficient\": ε_c / τ_c ** n,\n", + " \"sliding_exponent\": n,\n", + " \"sliding_coefficient\": u_c / τ_c ** n,\n", + "}\n", + "\n", + "u, M_x, M_z, τ_b = firedrake.split(z)\n", + "\n", + "# Clamp the thickness from below in the momentum model. The hybrid strain-rate\n", + "# terms divide by thickness, so the raw (compact) initial thickness -- which is\n", + "# exactly zero outside the glacier -- makes the residual non-finite (NaN/Inf) at\n", + "# the very first evaluation, giving DIVERGED_FUNCTION_NANORINF.\n", + "h_min = Constant(1.0e1)\n", + "h_safe = max_value(h_min, h)\n", + "\n", + "fields = {\n", + " \"velocity\": u,\n", + " \"membrane_stress_x\": M_x,\n", + " \"membrane_stress_z\": M_z,\n", + " \"basal_stress\": τ_b,\n", + " \"thickness\": h_safe,\n", + " \"surface\": s,\n", + "}\n", + "\n", + "L = hybrid.HybridModel(calving_terminus=None).action(**fields, **rheology)\n", + "F = derivative(L, z)" + ] + }, + { + "cell_type": "markdown", + "id": "9b8cdb6d-1b52-4e65-abd6-968b5eaf545a", + "metadata": {}, + "source": [ + "For the solution procedure, we'll want to use a linearization of the problem where the thickness is clamped from below." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "46a2aff8-bee5-4d9d-8f16-b4424484bf14", + "metadata": {}, + "outputs": [], + "source": [ + "rfields = {\n", + " \"velocity\": u,\n", + " \"membrane_stress_x\": M_x,\n", + " \"membrane_stress_z\": M_z,\n", + " \"basal_stress\": τ_b,\n", + " \"thickness\": h_safe,\n", + " \"surface\": s,\n", + "}\n", + "\n", + "L_r = hybrid.HybridModel(calving_terminus=None).action(**rfields, **rheology)\n", + "F_r = derivative(L_r, z)\n", + "J_r = derivative(F_r, z)\n", + "\n", + "# Add a small amount of a *linearized* rheology to the Jacobian. The power-law\n", + "# (n = m = 3) Jacobian is singular wherever strain rates or basal stresses\n", + "# approach zero, which stalls Newton's method. Mixing in a linear term keeps\n", + "# the Jacobian well-conditioned.\n", + "linear_rheology = {\n", + " \"flow_law_exponent\": 1,\n", + " \"flow_law_coefficient\": ε_c / τ_c,\n", + " \"sliding_exponent\": 1,\n", + " \"sliding_coefficient\": u_c / τ_c,\n", + "}\n", + "\n", + "α = Constant(0.01)\n", + "L_1 = hybrid.HybridModel(calving_terminus=None).action(**fields, **linear_rheology)\n", + "F_1 = derivative(L_1, z)\n", + "J_1 = derivative(F_1, z)\n", + "J = J_r + α * J_1" + ] + }, + { + "cell_type": "markdown", + "id": "4d91d056-05ff-4abb-a702-c1683b6a3718", + "metadata": {}, + "source": [ + "Observe below that, when we create the momentum balance problem, we want to find a zero of $F$ using a Newton-type method, but we're using the perturbation of $dF$ defined above in order to do the search." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "a1042066-7992-4d32-8a1d-62a006a2de11", + "metadata": {}, + "outputs": [], + "source": [ + "degree = 1\n", + "qdegree = max(5, degree ** glen_flow_law)\n", + "pparams = {\"form_compiler_parameters\": {\"quadrature_degree\": qdegree}}\n", + "momentum_problem = firedrake.NonlinearVariationalProblem(F, z, J=J, **pparams)" + ] + }, + { + "cell_type": "markdown", + "id": "35f45cb5-f7b2-40d7-aced-514de7a1f8dc", + "metadata": {}, + "source": [ + "Now we can see our initial value of the velocity.\n", + "Note how it's a different magnitude but similar shape to the SIA velocity." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "4040c1bb-a861-4697-b91b-f3ffc7ef04d9", + "metadata": {}, + "outputs": [], + "source": [ + "sparams = {\n", + " \"snes_monitor\": \":rainier-output.log\",\n", + " \"snes_type\": \"newtonls\",\n", + " \"snes_stol\": 1.0e-4,\n", + " \"snes_atol\": 1.0e-4,\n", + " \"snes_rtol\": 1.0e-4,\n", + " \"snes_max_it\": 250,\n", + " \"snes_divergence_tolerance\": -1,\n", + " \"snes_linesearch_type\": \"nleqerr\",\n", + " \"ksp_type\": \"preonly\",\n", + " \"pc_type\": \"lu\",\n", + " \"pc_factor_mat_solver_type\": \"mumps\",\n", + "}\n", + "\n", + "# This works but is 2x slower than the above.\n", + "fieldsplit_params = {\n", + " \"snes_type\": \"newtonls\",\n", + " \"snes_linesearch_type\": \"nleqerr\", # or nleqerr or whatever doesn't break\n", + " \"snes_linesearch_max_it\": 10, # This is not the important knob for speed it seems\n", + " \"snes_stol\": 1.0e-4,\n", + " \"snes_atol\": 1.0e-4,\n", + " \"snes_rtol\": 1.0e-4,\n", + " \"snes_max_it\": 250,\n", + " \"snes_monitor\": \":rainier-output.log\",\n", + " \"ksp_type\": \"preonly\",\n", + " \"pc_type\": \"fieldsplit\",\n", + " \"pc_fieldsplit_type\": \"schur\",\n", + " \"pc_fieldsplit_schur_fact_type\": \"full\",\n", + " \"pc_fieldsplit_schur_precondition\": \"selfp\",\n", + " \"pc_fieldsplit_0_fields\": \"1,2,3\", # membrane and basal stresses\n", + " \"pc_fieldsplit_1_fields\": \"0\", # velocity\n", + " \"fieldsplit_0\": {\n", + " \"ksp_type\": \"preonly\",\n", + " \"pc_type\": \"bjacobi\",\n", + " },\n", + " \"fieldsplit_1\": {\n", + " \"ksp_type\": \"preonly\",\n", + " \"pc_type\": \"lu\",\n", + " \"pc_factor_mat_solver_type\": \"mumps\",\n", + " },\n", + "}\n", + "momentum_solver = firedrake.NonlinearVariationalSolver(momentum_problem, solver_parameters=sparams)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "e618ec87-b03f-44a8-8f0d-84b7ba2f58d9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Constant([0.], name='constant_128', count=128)" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "num_continuation_steps = 5\n", + "for exponent in np.linspace(1.0, 3.0, num_continuation_steps):\n", + " n.assign(exponent)\n", + " momentum_solver.solve()\n", + "\n", + "# Drop the linear Jacobian regularization now that we have a good starting\n", + "# guess. With α = 0 the Jacobian is exact. \n", + "α.assign(0.0)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "27dea728-7c56-4a3c-83fb-87e7b32cc881", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "u, M_x, M_z, τ_b = z.subfunctions\n", + "\n", + "fig, axes = plt.subplots()\n", + "axes.set_aspect(\"equal\")\n", + "colors = firedrake.tripcolor(extract_surface(u), axes=axes)\n", + "fig.colorbar(colors, label=\"Velocity\");" + ] + }, + { + "cell_type": "markdown", + "id": "ed3613d7-c669-41b3-ba8a-5ae1244a2f94", + "metadata": {}, + "source": [ + "Let's zoom in and look at where the ELA falls." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "f5010542-3587-4bb8-9063-853a07e37449", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "firedrake:WARNING Subdomain (1,) is empty. This is likely an error. Did you choose the right label?\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots()\n", + "axes.set_aspect(\"equal\")\n", + "axes.set_xlim((0, 10e3))\n", + "axes.set_ylim((0, 10e3))\n", + "colors = firedrake.tripcolor(extract_surface(u), axes=axes)\n", + "firedrake.triplot(mesh2d, axes=axes)\n", + "firedrake.tricontour(extract_surface(a), levels=[0, 1], colors=\"tab:orange\", axes=axes)\n", + "fig.colorbar(colors);" + ] + }, + { + "cell_type": "markdown", + "id": "5ffc3b9c-aa85-4c85-b11f-a95db0bc5363", + "metadata": {}, + "source": [ + "Nowe we can form the mass balance equation.\n", + "We'll solve it using the backward Euler method." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "838cbb65-00dc-4b41-a5f1-ae7d669fbbce", + "metadata": {}, + "outputs": [], + "source": [ + "G = mass_balance(thickness=h, velocity=u, accumulation=a)\n", + "tableau = irksome.BackwardEuler()\n", + "t = Constant(0.0)\n", + "dt = Constant(1.0 / 6)\n", + "sparams = {\n", + " \"solver_parameters\": {\n", + " \"ksp_type\": \"gmres\",\n", + " \"pc_type\": \"ilu\",\n", + " },\n", + "}\n", + "mass_solver = irksome.TimeStepper(G, tableau, t, dt, h, **sparams)" + ] + }, + { + "cell_type": "markdown", + "id": "52525e1f-b2d0-41e2-9d10-4f49e33c2648", + "metadata": {}, + "source": [ + "The good part: run the model for 50 years of simulation time. Note that the run is much shorter than SSA since it is significantly more expensive" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e4892bde-6369-453d-9503-12ee491a537c", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "320837fece934b43be16f4fd2c223bf1", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/300 [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots()\n", + "axes.set_aspect(\"equal\")\n", + "axes.set_xlim((0, 10e3))\n", + "axes.set_ylim((0, 10e3))\n", + "colors = firedrake.tripcolor(extract_surface(hs[-1]), num_sample_points=1, shading=\"flat\", axes=axes)\n", + "firedrake.tricontour(extract_surface(a), levels=[0, 1], colors=\"tab:orange\", axes=axes)\n", + "fig.colorbar(colors);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f01a49bf-f4c5-41b4-b5fc-3d76deaa55fe", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "u, M_x, M_z, τ_b = z.subfunctions\n", + "\n", + "fig, axes = plt.subplots()\n", + "axes.set_aspect(\"equal\")\n", + "axes.set_xlim((-10e3, 10e3))\n", + "axes.set_ylim((-10e3, 10e3))\n", + "colors = firedrake.tripcolor(extract_surface(u), num_sample_points=1, shading=\"flat\", axes=axes)\n", + "firedrake.tricontour(extract_surface(a), levels=[0, 1], colors=\"tab:orange\", axes=axes)\n", + "fig.colorbar(colors);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3c778fd1-203e-4a13-a532-19d0639d3da1", + "metadata": {}, + "outputs": [], + "source": [ + "%%capture\n", + "\n", + "from matplotlib.animation import FuncAnimation\n", + "\n", + "fig, axes = plt.subplots()\n", + "axes.set_aspect(\"equal\")\n", + "axes.set_xlim((0, 10e3))\n", + "axes.set_ylim((0, 10e3))\n", + "colors = firedrake.tripcolor(extract_surface(hs[0]), vmax=130.0, num_sample_points=4, axes=axes)\n", + "fig.colorbar(colors)\n", + "\n", + "fn_plotter = firedrake.FunctionPlotter(mesh2d, num_sample_points=4)\n", + "def animate(h):\n", + " colors.set_array(fn_plotter(extract_surface(h)))\n", + "\n", + "animation = FuncAnimation(fig, animate, hs, interval=1e3/60)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c639e838-6305-4dc7-9760-c4c92b193e0a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from IPython.display import HTML\n", + "HTML(animation.to_html5_video())" + ] + }, + { + "cell_type": "markdown", + "id": "a1519ecf-2c80-4de1-9f54-33b861435322", + "metadata": {}, + "source": [ + "Finally, let's check that the solver was working right." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6a0ec125-564b-4457-bd47-71eb911e7a8b", + "metadata": {}, + "outputs": [], + "source": [ + "junk = \"SNES Function norm\"\n", + "with open(\"rainier-output.log\", \"r\") as log_file:\n", + " raw_data = [\n", + " line.replace(junk, \"\").strip().split()\n", + " for line in log_file.readlines()\n", + " ]\n", + "\n", + "convergence_log = [\n", + " (int(iter_text), float(norm_text)) for iter_text, norm_text in raw_data\n", + "]\n", + "\n", + "reduced_log = []\n", + "current_entry = []\n", + "for count, error in convergence_log:\n", + " if count == 0:\n", + " reduced_log.append(current_entry)\n", + " current_entry = []\n", + "\n", + " current_entry.append(error)\n", + "\n", + "reduced_log.pop(0);" + ] + }, + { + "cell_type": "markdown", + "id": "a4d62643-ae8f-4a5f-9a22-d45166505a45", + "metadata": {}, + "source": [ + "First, we want to see that the number of Newton iterations was bounded.\n", + "If it starts reaching above 20 then you're probably in trouble." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1768b1cc-a969-4baf-9b09-4d0e83cdafbb", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "ax.set_ylim((0, 10))\n", + "ax.set_xlabel(\"Time step\")\n", + "ax.set_ylabel(\"#Newton steps\")\n", + "ax.plot([len(entry) for entry in reduced_log]);" + ] + }, + { + "cell_type": "markdown", + "id": "a0448417-72b3-4e5c-abba-1ad4a20f319c", + "metadata": {}, + "source": [ + "Next, we'll have a look at the initial and final residual values.\n", + "We used a convergence criterion where the iteration stops if the residual is reduced by more than something like $10^4$.\n", + "It would be cause for concern if the final value of the residual were edging upward, but this isn't the case." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "eedac523-9bd0-4b48-8ba4-81d2622df72c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "ax.set_yscale(\"log\")\n", + "ax.set_xlabel(\"Time step\")\n", + "ax.set_ylabel(\"Residual\")\n", + "ax.plot([entry[0] for entry in reduced_log], label=\"Initial\")\n", + "ax.plot([entry[-1] for entry in reduced_log], label=\"Final\")\n", + "ax.legend(loc=\"upper right\");" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "venv-firedrake", + "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": "3.14.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/src/icepack2/model/__init__.py b/src/icepack2/model/__init__.py index 4f11fc8..5933b8e 100644 --- a/src/icepack2/model/__init__.py +++ b/src/icepack2/model/__init__.py @@ -1,9 +1,10 @@ import ufl from firedrake import ( - max_value, min_value, jump, inner, grad, dx, ds, dS, FacetNormal, Constant + max_value, min_value, jump, inner, dx, ds, dS, ds_v, dS_v, FacetNormal, Constant ) from irksome import Dt from . import variational, minimization, utilities +from icepack.calculus import grad, get_mesh_axes def mass_balance(**kwargs): @@ -16,13 +17,26 @@ def mass_balance(**kwargs): cell_balance = (Dt(h) * φ - inner(h * u, grad(φ)) - a * φ) * dx mesh = ufl.domain.extract_unique_domain(h) + axes = get_mesh_axes(mesh) ν = FacetNormal(mesh) - f = h * max_value(0, inner(u, ν)) - outflow = f * φ * ds - inflow = h_inflow * min_value(0, inner(u, ν)) * φ * ds - boundary_balance = inflow + outflow - - facet_balance = jump(f) * jump(φ) * dS + if axes in ["xy", "x"]: + f = h * max_value(0, inner(u, ν)) + outflow = f * φ * ds + inflow = h_inflow * min_value(0, inner(u, ν)) * φ * ds + boundary_balance = inflow + outflow + facet_balance = jump(f) * jump(φ) * dS + elif axes in ["xz"]: + f = h * max_value(0, u * ν[0]) + outflow = f * φ * ds_v + inflow = h_inflow * min_value(0, u * ν[0]) * φ * ds_v + boundary_balance = inflow + outflow + facet_balance = jump(f) * jump(φ) * dS_v + else: + f = h * max_value(0, u[0] * ν[0] + u[1] * ν[1]) + outflow = f * φ * ds_v + inflow = h_inflow * min_value(0, u[0] * ν[0] + u[1] * ν[1]) * φ * ds_v + boundary_balance = inflow + outflow + facet_balance = jump(f) * jump(φ) * dS_v return cell_balance + facet_balance + boundary_balance diff --git a/src/icepack2/model/hybrid.py b/src/icepack2/model/hybrid.py new file mode 100644 index 0000000..913a1f8 --- /dev/null +++ b/src/icepack2/model/hybrid.py @@ -0,0 +1,166 @@ +import ufl +from operator import itemgetter +from firedrake import ( + eq, + conditional, + Constant, + inner, + sqrt, + dx, + ds_b, + ds_v, + dS, + dS_v, + avg, + jump, + FacetNormal, + Identity, + SpatialCoordinate, + outer, + min_value, +) +from ..constants import ice_density as ρ_I, water_density as ρ_W, gravity as g +from icepack.utilities import add_kwarg_wrapper, geometric_dimension +from icepack.calculus import grad, sym_grad, get_mesh_axes, trace as tr + + +def horizontal_strain_rate(**kwargs): + r"""Calculate the horizontal strain rate with corrections for terrain- + following coordinates""" + u, h, s = itemgetter("velocity", "thickness", "surface")(kwargs) + mesh = s.function_space().mesh() + dim = geometric_dimension(mesh) + ζ = SpatialCoordinate(mesh)[dim - 1] + b = s - h + v = -((1 - ζ) * grad(b) + ζ * grad(s)) / h + du_dζ = u.dx(dim - 1) + return sym_grad(u) + 0.5 * (outer(du_dζ, v) + outer(v, du_dζ)) + + +def vertical_strain_rate(**kwargs): + r"""Calculate the vertical strain rate with corrections for terrain- + following coordinates""" + u, h, s = itemgetter("velocity", "thickness", "surface")(kwargs) + # Get the mesh from the surface elevation because sometimes h is a diff + mesh = s.function_space().mesh() + du_dζ = u.dx(geometric_dimension(mesh) - 1) + return 0.5 * du_dζ / h + + +def C_operator_1storder(tensor, vector): + r"""Apply the script C operator to a tensor for Blatter-Pattyn approximation. + + The tensor shoud be 2x3.""" + return 2. * (tensor + tr(tensor) * Identity(geometric_dimension(tensor.function_space().mesh()) - 1)), 2. * vector + + +def C_norm_1storder(tensor, vector): + r"""Compute the C-norm of a tensor for Blatter-Pattyn approximation. + + The tensor shoud be 2x3.""" + t, v = C_operator_1storder(tensor, vector) + return sqrt(inner(tensor, t) + inner(vector, v)) + + +def viscous_power(**kwargs): + r"""Return the symbolic form of the viscous power dissipation rate""" + # Get all the dynamical fields + field_names = ("membrane_stress_x", "membrane_stress_z", "thickness") + Mx, Mz, h = map(kwargs.get, field_names) + + # Get the parameters for the constitutive relation + parameter_names = ("flow_law_coefficient", "flow_law_exponent") + A, n = map(kwargs.get, parameter_names) + + mesh = ufl.domain.extract_unique_domain(h) + axes = get_mesh_axes(mesh) + d = geometric_dimension(mesh) + + M_2 = (inner(Mx, Mx) + inner(Mz, Mz) / 2 - tr(Mx) ** 2 / d) / 2 + M_n = conditional(eq(n, 1), M_2, M_2 ** ((n + 1) / 2)) + return 2 * h * A / (n + 1) * M_n * dx + + +def bed_friction_power(**kwargs): + r"""Return the symbolic form of the frictional power dissipation rate""" + τ = kwargs["basal_stress"] + parameter_names = ("sliding_coefficient", "sliding_exponent", "velocity") + K, m, u = map(kwargs.get, parameter_names) + f = kwargs.get("floating", Constant(1.0)) + τ_2 = inner(τ, τ) + τ_m = conditional(eq(m, 1), τ_2, τ_2 ** ((m + 1) / 2)) + return (K / (m + 1) * τ_m + inner(f * τ, u)) * ds_b + + +def momentum_balance(**kwargs): + r"""Return the symbolic form of the momentum balance constraint""" + field_names = ( + "velocity", "membrane_stress_x", "membrane_stress_z", "thickness", "surface" + ) + u, Mx, Mz, h, s = map(kwargs.get, field_names) + ε_x = horizontal_strain_rate(velocity=u, thickness=h, surface=s) + ε_z = vertical_strain_rate(velocity=u, thickness=h, surface=s) + cell_balance = (-h * (inner(Mx, ε_x) + inner(Mz, ε_z)) - inner(ρ_I * g * h * grad(s), u)) * dx + + mesh = ufl.domain.extract_unique_domain(u) + ν = FacetNormal(mesh) + axes = get_mesh_axes(mesh) + if axes in ["xy", "x"]: + facet_balance = ρ_I * g * avg(h) * inner(jump(s, ν), avg(u)) * dS + elif axes in ["xz"]: + facet_balance = ρ_I * g * avg(h) * inner(jump(s, ν)[0], avg(u)) * dS_v + else: + facet_balance = ρ_I * g * avg(h) * inner(jump(s, ν)[0], avg(u)[0]) * dS_v + for dim in range(1, geometric_dimension(mesh) - 1): + facet_balance += ρ_I * g * avg(h) * inner(jump(s, ν)[dim], avg(u)[dim]) * dS_v + + return cell_balance + facet_balance + + +def calving_terminus(**kwargs): + r"""Return the symbolic form of the power dissipation at the terminus + of a glacier that flows into a water body""" + # Get all the dynamical fields and boundary conditions + u, h, s = map(kwargs.get, ("velocity", "thickness", "surface")) + outflow_ids = kwargs["outflow_ids"] + + # Get the unit outward normal vector to the terminus + mesh = ufl.domain.extract_unique_domain(s) + ν = FacetNormal(mesh) + + # Compute the forces per unit length at the terminus from the glacier + # and from the ocean (assuming that sea level is at z = 0) + f_I = 0.5 * ρ_I * g * h**2 + d = min_value(0, s - h) + f_W = 0.5 * ρ_W * g * d**2 + if geometric_dimension(mesh) == 2: + return (f_I - f_W) * inner(u, ν[0]) * ds_v(outflow_ids) + else: + return (f_I - f_W) * sum([inner(u[i], ν[i]) for i in range(geometric_dimension(mesh) - 1)]) * ds_v(outflow_ids) + + +class HybridModel: + r"""Class for the dual form of the Blatter-Pattyn approximation. + """ + def __init__( + self, + viscous_power=viscous_power, + bed_friction_power=bed_friction_power, + momentum_balance=momentum_balance, + calving_terminus=calving_terminus, + ): + self.viscous_power = add_kwarg_wrapper(viscous_power) + self.momentum_balance = add_kwarg_wrapper(momentum_balance) + + self.terms = [self.viscous_power, self.momentum_balance] + if calving_terminus is not None: + self.calving_terminus = add_kwarg_wrapper(calving_terminus) + self.terms.append(self.calving_terminus) + + if bed_friction_power is not None: + self.bed_friction_power = add_kwarg_wrapper(bed_friction_power) + self.terms.append(self.bed_friction_power) + + def action(self, **kwargs): + r"""Return the dual form of the Blatter-Pattyn approximation""" + return sum(term(**kwargs) for term in self.terms) diff --git a/src/icepack2/model/minimization.py b/src/icepack2/model/minimization.py index 6746fcc..d5e4e09 100644 --- a/src/icepack2/model/minimization.py +++ b/src/icepack2/model/minimization.py @@ -4,20 +4,19 @@ conditional, Constant, inner, - tr, sym, - grad, - div, dx, ds, dS, + dS_v, avg, jump, FacetNormal, min_value, ) from ..constants import ice_density as ρ_I, water_density as ρ_W, gravity as g - +from icepack.calculus import grad, div, trace as tr, get_mesh_axes +from icepack.utilities import geometric_dimension def viscous_power(**kwargs): r"""Return the symbolic form of the viscous power dissipation rate""" @@ -30,7 +29,11 @@ def viscous_power(**kwargs): A, n = map(kwargs.get, parameter_names) mesh = ufl.domain.extract_unique_domain(M) - d = mesh.geometric_dimension() + axes = get_mesh_axes(mesh) + if axes in ["xy", "x"]: + d = geometric_dimension(mesh) + else: + d = geometric_dimension(mesh) - 1 M_2 = (inner(M, M) - tr(M) ** 2 / (d + 1)) / 2 M_n = conditional(eq(n, 1), M_2, M_2 ** ((n + 1) / 2)) @@ -79,7 +82,13 @@ def momentum_balance(**kwargs): mesh = ufl.domain.extract_unique_domain(u) ν = FacetNormal(mesh) - facet_balance = ρ_I * g * avg(h) * inner(jump(s, ν), avg(u)) * dS + axes = get_mesh_axes(mesh) + if axes in ["xy", "x"]: + facet_balance = ρ_I * g * avg(h) * inner(jump(s, ν), avg(u)) * dS + else: + facet_balance = ρ_I * g * avg(h) * inner(jump(s, ν)[0], avg(u)[0]) * dS_v + for dim in range(1, geometric_dimension(mesh) - 1): + facet_balance += ρ_I * g * avg(h) * inner(jump(s, ν)[dim], avg(u)[dim]) * dS_v return cell_balance + facet_balance diff --git a/src/icepack2/model/variational.py b/src/icepack2/model/variational.py index 599e23a..8d9ce0a 100644 --- a/src/icepack2/model/variational.py +++ b/src/icepack2/model/variational.py @@ -18,6 +18,7 @@ ) from . import utilities from ..constants import ice_density as ρ_I, water_density as ρ_W, gravity as g +from icepack.utilities import geometric_dimension def flow_law(**kwargs): @@ -29,7 +30,7 @@ def flow_law(**kwargs): A, n = map(kwargs.get, ("flow_law_coefficient", "flow_law_exponent")) mesh = ufl.domain.extract_unique_domain(u) - d = mesh.geometric_dimension() + d = geometric_dimension(mesh) ε = sym(grad(u)) M_2 = (inner(M, M) - tr(M) ** 2 / (d + 1)) / 2