diff --git a/.gitignore b/.gitignore index aa655e6..f332635 100644 --- a/.gitignore +++ b/.gitignore @@ -13,6 +13,7 @@ __pycache__/* .*.swp .ipynb_checkpoints/* examples/.ipynb_checkpoints/* +tutorials/.ipynb_checkpoints/* .DS_Store *.vtk diff --git a/examples/data/xy_F_35.txt b/examples/data/xy_F_35.txt new file mode 100644 index 0000000..2ebe858 --- /dev/null +++ b/examples/data/xy_F_35.txt @@ -0,0 +1,101 @@ +0.0000 0.0000 0.0000 +0.010000 0.0099987 -1.4206E-4 +0.020000 0.019989 -5.6588E-4 +0.030000 0.029964 -0.0012667 +0.040000 0.039917 -0.0022396 +0.050000 0.049839 -0.0034793 +0.060000 0.059726 -0.0049807 +0.070000 0.069570 -0.0067384 +0.080000 0.079366 -0.0087469 +0.090000 0.089108 -0.011001 +0.10000 0.098792 -0.013494 +0.11000 0.10841 -0.016221 +0.12000 0.11797 -0.019176 +0.13000 0.12745 -0.022354 +0.14000 0.13685 -0.025749 +0.15000 0.14618 -0.029355 +0.16000 0.15543 -0.033166 +0.17000 0.16459 -0.037177 +0.18000 0.17366 -0.041383 +0.19000 0.18264 -0.045777 +0.20000 0.19153 -0.050354 +0.21000 0.20033 -0.055109 +0.22000 0.20903 -0.060036 +0.23000 0.21763 -0.065131 +0.24000 0.22614 -0.070387 +0.25000 0.23455 -0.075801 +0.26000 0.24286 -0.081367 +0.27000 0.25106 -0.087079 +0.28000 0.25917 -0.092934 +0.29000 0.26718 -0.098927 +0.30000 0.27508 -0.10505 +0.31000 0.28288 -0.11131 +0.32000 0.29058 -0.11769 +0.33000 0.29818 -0.12418 +0.34000 0.30568 -0.13080 +0.35000 0.31308 -0.13753 +0.36000 0.32038 -0.14436 +0.37000 0.32758 -0.15130 +0.38000 0.33469 -0.15834 +0.39000 0.34169 -0.16547 +0.40000 0.34860 -0.17270 +0.41000 0.35542 -0.18002 +0.42000 0.36214 -0.18743 +0.43000 0.36876 -0.19492 +0.44000 0.37530 -0.20248 +0.45000 0.38174 -0.21013 +0.46000 0.38810 -0.21785 +0.47000 0.39436 -0.22564 +0.48000 0.40055 -0.23351 +0.49000 0.40664 -0.24143 +0.50000 0.41265 -0.24942 +0.51000 0.41858 -0.25748 +0.52000 0.42443 -0.26559 +0.53000 0.43020 -0.27376 +0.54000 0.43589 -0.28198 +0.55000 0.44151 -0.29025 +0.56000 0.44705 -0.29858 +0.57000 0.45252 -0.30695 +0.58000 0.45792 -0.31537 +0.59000 0.46324 -0.32383 +0.60000 0.46851 -0.33233 +0.61000 0.47370 -0.34088 +0.62000 0.47883 -0.34946 +0.63000 0.48390 -0.35808 +0.64000 0.48890 -0.36674 +0.65000 0.49385 -0.37543 +0.66000 0.49874 -0.38415 +0.67000 0.50357 -0.39291 +0.68000 0.50835 -0.40169 +0.69000 0.51308 -0.41051 +0.70000 0.51775 -0.41935 +0.71000 0.52238 -0.42821 +0.72000 0.52695 -0.43710 +0.73000 0.53149 -0.44602 +0.74000 0.53597 -0.45495 +0.75000 0.54042 -0.46391 +0.76000 0.54483 -0.47289 +0.77000 0.54919 -0.48188 +0.78000 0.55352 -0.49090 +0.79000 0.55781 -0.49993 +0.80000 0.56207 -0.50898 +0.81000 0.56630 -0.51804 +0.82000 0.57049 -0.52712 +0.83000 0.57466 -0.53621 +0.84000 0.57879 -0.54531 +0.85000 0.58291 -0.55443 +0.86000 0.58699 -0.56356 +0.87000 0.59106 -0.57269 +0.88000 0.59510 -0.58184 +0.89000 0.59913 -0.59099 +0.90000 0.60314 -0.60015 +0.91000 0.60713 -0.60932 +0.92000 0.61110 -0.61850 +0.93000 0.61507 -0.62768 +0.94000 0.61902 -0.63687 +0.95000 0.62296 -0.64606 +0.96000 0.62690 -0.65525 +0.97000 0.63083 -0.66444 +0.98000 0.63475 -0.67364 +0.99000 0.63867 -0.68284 +1.0000 0.64259 -0.69204 diff --git a/examples/data/xy_F_35.txt:Zone.Identifier b/examples/data/xy_F_35.txt:Zone.Identifier new file mode 100644 index 0000000..d6c1ec6 Binary files /dev/null and b/examples/data/xy_F_35.txt:Zone.Identifier differ diff --git a/examples/linear_elasticity.ipynb b/examples/linear_elasticity.ipynb deleted file mode 100644 index c3e838c..0000000 --- a/examples/linear_elasticity.ipynb +++ /dev/null @@ -1,328 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "e6345158-0d14-4bb7-8625-ace70786dc16", - "metadata": {}, - "outputs": [], - "source": [ - "%load_ext autoreload" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "61af5e87-a006-4d84-b4e3-9d2d560c397b", - "metadata": {}, - "outputs": [], - "source": [ - "%autoreload\n", - "import pygmsh\n", - "import numpy as np\n", - "import jax.numpy as jnp\n", - "from dctkit.mesh import util, simplex\n", - "from dctkit.math.opt import optctrl\n", - "from dctkit.physics.elasticity import LinearElasticity\n", - "import dctkit.dec.cochain as C\n", - "import dctkit as dt\n", - "from matplotlib.pyplot import triplot" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "82bcfde1-8306-4144-8397-fcc34a4fa8ca", - "metadata": {}, - "outputs": [], - "source": [ - "dt.config()" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "01872adb-4880-496d-a43a-8d9c8535357b", - "metadata": {}, - "outputs": [], - "source": [ - "lc = 0.1\n", - "L = 1.\n", - "with pygmsh.geo.Geometry() as geom:\n", - " p = geom.add_polygon([[0., 0.], [L, 0.], [L, L], [0., L]], mesh_size=lc)\n", - " # create a default physical group for the boundary lines\n", - " geom.add_physical(p.lines, label=\"boundary\")\n", - " geom.add_physical(p.lines[1], label=\"right\")\n", - " geom.add_physical(p.lines[3], label=\"left\")\n", - " mesh = geom.generate_mesh()\n", - "S = util.build_complex_from_mesh(mesh)\n", - "S.get_hodge_star()\n", - "S.get_flat_DPD_weights()\n", - "node_coords = S.node_coords" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "103b3be0-7114-4adc-a6a4-a6457cec650f", - "metadata": {}, - "outputs": [], - "source": [ - "bnd_edges_idx = S.bnd_faces_indices\n", - "left_bnd_nodes_idx = util.get_nodes_for_physical_group(mesh, 1, \"left\")\n", - "right_bnd_nodes_idx = util.get_nodes_for_physical_group(mesh, 1, \"right\")\n", - "left_bnd_edges_idx = util.get_edges_for_physical_group(S, mesh, \"left\")\n", - "right_bnd_edges_idx = util.get_edges_for_physical_group(S, mesh, \"right\")\n", - "\n", - "bottom_left_corner = left_bnd_nodes_idx.pop(0)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "3031d712-8667-4986-b789-ba6d414f43f6", - "metadata": {}, - "outputs": [], - "source": [ - "# UNIAXIAL TENSION TEST: prescribe horizontal displacement of the right-end nodes and fix that of the left-hand nodes.\n", - "# All the other edges are traction-free.\n", - "\n", - "# Dirichlet bcs\n", - "applied_strain = 0.3\n", - "left_bnd_pos_components = [0]\n", - "right_bnd_pos_components = [0]\n", - "left_bnd_nodes_pos = S.node_coords[left_bnd_nodes_idx, :][:, left_bnd_pos_components]\n", - "right_bnd_nodes_pos = S.node_coords[right_bnd_nodes_idx, :][:, right_bnd_pos_components]*(1.+applied_strain)\n", - "bottom_left_corner_pos = S.node_coords[bottom_left_corner, :]\n", - "\n", - "# NOTE: without flatten it does not work properly when concatenating multiple bcs; \n", - "# fix this so that flatten is not needed (not intuitive)\n", - "boundary_values = {\"0\": (left_bnd_nodes_idx + right_bnd_nodes_idx, \n", - " np.vstack((left_bnd_nodes_pos, right_bnd_nodes_pos)).flatten()),\n", - " \":\": (bottom_left_corner, bottom_left_corner_pos)}\n", - "\n", - "# traction bcs\n", - "idx_free_edges = list(set(bnd_edges_idx) - set(right_bnd_edges_idx) - set(left_bnd_edges_idx))\n", - "bnd_tractions_free_values = np.zeros((len(idx_free_edges), 2), dtype=dt.float_dtype)\n", - "boundary_tractions = {':': (idx_free_edges, bnd_tractions_free_values)}" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "f460a000-f80d-4d90-aef1-298e39ddebea", - "metadata": {}, - "outputs": [], - "source": [ - "mu_ = 1.\n", - "lambda_ = 10.\n", - "ni = lambda_/(2*(mu_ + lambda_))\n", - "E = mu_*(3*lambda_+2*mu_)/(mu_+lambda_)\n", - "ela = LinearElasticity(S=S, mu_=mu_, lambda_=lambda_)\n", - "gamma = 1000." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "b40774c6-674c-4fa5-ad43-ca982c83ba34", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Expected stress xx component = 0.07333333333333333\n", - "Expected strain xx component = 0.02\n", - "Expected strain yy component = -0.016666666666666666\n" - ] - } - ], - "source": [ - "# body force\n", - "num_faces = S.S[2].shape[0]\n", - "embedded_dim = S.space_dim\n", - "f = np.zeros((num_faces, (embedded_dim-1))).flatten()\n", - "\n", - "true_strain_yy = -(lambda_/(2*mu_+lambda_))*applied_strain # plane-strain, sigma_yy = 0\n", - "true_stress_xx = (2*mu_+lambda_)*applied_strain + lambda_*true_strain_yy\n", - "print(\"Expected stress xx component = \", true_stress_xx)\n", - "print(\"Expected strain xx component = \", applied_strain)\n", - "print(\"Expected strain yy component = \", true_strain_yy) \n", - "\n", - "node_coords_flattened = S.node_coords.flatten()\n", - "\n", - "obj_args = {'f': f, 'gamma': gamma, 'boundary_values': boundary_values, \n", - " 'boundary_tractions': boundary_tractions}\n", - "\n", - "prb = optctrl.OptimizationProblem(dim=S.node_coords.size,\n", - " state_dim=S.node_coords.size,\n", - " objfun=ela.obj_linear_elasticity_primal)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "edff9f2b-8963-485b-ae3b-4badd068423b", - "metadata": {}, - "outputs": [ - { - "ename": "ValueError", - "evalue": "Incompatible shapes for broadcasting: shapes=[(66, 2), (132,)]", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - " \u001b[0;31m[... skipping hidden 1 frame]\u001b[0m\n", - "File \u001b[0;32m~/mambaforge/envs/dctkit/lib/python3.11/site-packages/jax/_src/util.py:263\u001b[0m, in \u001b[0;36mcache..wrap..wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 262\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 263\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mcached\u001b[49m\u001b[43m(\u001b[49m\u001b[43mconfig\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_trace_context\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/mambaforge/envs/dctkit/lib/python3.11/site-packages/jax/_src/util.py:256\u001b[0m, in \u001b[0;36mcache..wrap..cached\u001b[0;34m(_, *args, **kwargs)\u001b[0m\n\u001b[1;32m 254\u001b[0m \u001b[38;5;129m@functools\u001b[39m\u001b[38;5;241m.\u001b[39mlru_cache(max_size)\n\u001b[1;32m 255\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mcached\u001b[39m(_, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[0;32m--> 256\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mf\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/mambaforge/envs/dctkit/lib/python3.11/site-packages/jax/_src/lax/lax.py:154\u001b[0m, in \u001b[0;36m_broadcast_shapes_cached\u001b[0;34m(*shapes)\u001b[0m\n\u001b[1;32m 152\u001b[0m \u001b[38;5;129m@cache\u001b[39m()\n\u001b[1;32m 153\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_broadcast_shapes_cached\u001b[39m(\u001b[38;5;241m*\u001b[39mshapes: \u001b[38;5;28mtuple\u001b[39m[\u001b[38;5;28mint\u001b[39m, \u001b[38;5;241m.\u001b[39m\u001b[38;5;241m.\u001b[39m\u001b[38;5;241m.\u001b[39m]) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28mtuple\u001b[39m[\u001b[38;5;28mint\u001b[39m, \u001b[38;5;241m.\u001b[39m\u001b[38;5;241m.\u001b[39m\u001b[38;5;241m.\u001b[39m]:\n\u001b[0;32m--> 154\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_broadcast_shapes_uncached\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mshapes\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/mambaforge/envs/dctkit/lib/python3.11/site-packages/jax/_src/lax/lax.py:170\u001b[0m, in \u001b[0;36m_broadcast_shapes_uncached\u001b[0;34m(*shapes)\u001b[0m\n\u001b[1;32m 169\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m result_shape \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 170\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mIncompatible shapes for broadcasting: shapes=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mlist\u001b[39m(shapes)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 171\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result_shape\n", - "\u001b[0;31mValueError\u001b[0m: Incompatible shapes for broadcasting: shapes=[(66, 2), (132,)]", - "\nDuring handling of the above exception, another exception occurred:\n", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[11], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m prb\u001b[38;5;241m.\u001b[39mset_obj_args(obj_args)\n\u001b[0;32m----> 2\u001b[0m sol \u001b[38;5;241m=\u001b[39m \u001b[43mprb\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msolve\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx0\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnode_coords_flattened\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3\u001b[0m curr_node_coords \u001b[38;5;241m=\u001b[39m sol\u001b[38;5;241m.\u001b[39mreshape(S\u001b[38;5;241m.\u001b[39mnode_coords\u001b[38;5;241m.\u001b[39mshape)\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28mprint\u001b[39m(prb\u001b[38;5;241m.\u001b[39mlast_opt_result)\n", - "File \u001b[0;32m~/dctkit/src/dctkit/math/opt/optctrl.py:81\u001b[0m, in \u001b[0;36mOptimizationProblem.solve\u001b[0;34m(self, x0, algo, ftol_abs, ftol_rel, gatol, grtol, gttol, maxeval, verbose)\u001b[0m\n\u001b[1;32m 70\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21msolve\u001b[39m(\u001b[38;5;28mself\u001b[39m, x0: npt\u001b[38;5;241m.\u001b[39mNDArray, algo: \u001b[38;5;28mstr\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtnewton\u001b[39m\u001b[38;5;124m\"\u001b[39m, ftol_abs: \u001b[38;5;28mfloat\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1e-5\u001b[39m,\n\u001b[1;32m 71\u001b[0m ftol_rel: \u001b[38;5;28mfloat\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1e-5\u001b[39m, gatol\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, grtol\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, gttol\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 72\u001b[0m maxeval: \u001b[38;5;28mint\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m500\u001b[39m, verbose: \u001b[38;5;28mbool\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m npt\u001b[38;5;241m.\u001b[39mNDArray:\n\u001b[1;32m 73\u001b[0m \n\u001b[1;32m 74\u001b[0m \u001b[38;5;66;03m# FIXME: these parameters should be set through a separate function of the\u001b[39;00m\n\u001b[1;32m 75\u001b[0m \u001b[38;5;66;03m# solver, only x0 should be a parameter\u001b[39;00m\n\u001b[1;32m 77\u001b[0m kwargs \u001b[38;5;241m=\u001b[39m {\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124malgo\u001b[39m\u001b[38;5;124m\"\u001b[39m: algo, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mftol_abs\u001b[39m\u001b[38;5;124m\"\u001b[39m: ftol_abs, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mftol_rel\u001b[39m\u001b[38;5;124m\"\u001b[39m: ftol_rel,\n\u001b[1;32m 78\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgatol\u001b[39m\u001b[38;5;124m\"\u001b[39m: gatol, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgrtol\u001b[39m\u001b[38;5;124m\"\u001b[39m: grtol, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgttol\u001b[39m\u001b[38;5;124m\"\u001b[39m: gttol, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmaxeval\u001b[39m\u001b[38;5;124m\"\u001b[39m: maxeval,\n\u001b[1;32m 79\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mverbose\u001b[39m\u001b[38;5;124m\"\u001b[39m: verbose}\n\u001b[0;32m---> 81\u001b[0m u \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msolver\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrun\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx0\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 83\u001b[0m check_type(u, npt\u001b[38;5;241m.\u001b[39mNDArray)\n\u001b[1;32m 84\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m u\n", - "File \u001b[0;32m~/dctkit/src/dctkit/math/opt/optctrl.py:260\u001b[0m, in \u001b[0;36mPygmoSolver.run\u001b[0;34m(self, x0, **kwargs)\u001b[0m\n\u001b[1;32m 258\u001b[0m algo\u001b[38;5;241m.\u001b[39mextract(pg\u001b[38;5;241m.\u001b[39mnlopt)\u001b[38;5;241m.\u001b[39mmaxeval \u001b[38;5;241m=\u001b[39m maxeval \u001b[38;5;66;03m# type: ignore\u001b[39;00m\n\u001b[1;32m 259\u001b[0m pop \u001b[38;5;241m=\u001b[39m pg\u001b[38;5;241m.\u001b[39mpopulation(pygmo_prb)\n\u001b[0;32m--> 260\u001b[0m \u001b[43mpop\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpush_back\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx0\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 261\u001b[0m algo\u001b[38;5;241m.\u001b[39mset_verbosity(verbose)\n\u001b[1;32m 262\u001b[0m pop \u001b[38;5;241m=\u001b[39m algo\u001b[38;5;241m.\u001b[39mevolve(pop) \u001b[38;5;66;03m# type: ignore\u001b[39;00m\n", - "File \u001b[0;32m~/dctkit/src/dctkit/math/opt/optctrl.py:216\u001b[0m, in \u001b[0;36mPygmoSolver.fitness\u001b[0;34m(self, x)\u001b[0m\n\u001b[1;32m 215\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mfitness\u001b[39m(\u001b[38;5;28mself\u001b[39m, x: npt\u001b[38;5;241m.\u001b[39mNDArray \u001b[38;5;241m|\u001b[39m Array) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m npt\u001b[38;5;241m.\u001b[39mNDArray \u001b[38;5;241m|\u001b[39m List[\u001b[38;5;28mfloat\u001b[39m]:\n\u001b[0;32m--> 216\u001b[0m fit \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mprb\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mobj\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mprb\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mobj_args\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 217\u001b[0m check_type(fit, \u001b[38;5;28mfloat\u001b[39m \u001b[38;5;241m|\u001b[39m np\u001b[38;5;241m.\u001b[39mfloat32 \u001b[38;5;241m|\u001b[39m np\u001b[38;5;241m.\u001b[39mfloat64 \u001b[38;5;241m|\u001b[39m npt\u001b[38;5;241m.\u001b[39mNDArray \u001b[38;5;241m|\u001b[39m Array)\n\u001b[1;32m 218\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mprb\u001b[38;5;241m.\u001b[39mconstr_problem:\n", - " \u001b[0;31m[... skipping hidden 12 frame]\u001b[0m\n", - "File \u001b[0;32m~/dctkit/src/dctkit/physics/elasticity.py:224\u001b[0m, in \u001b[0;36mLinearElasticity.obj_linear_elasticity_primal\u001b[0;34m(self, node_coords, f, gamma, boundary_values, boundary_tractions)\u001b[0m\n\u001b[1;32m 222\u001b[0m node_coords_coch \u001b[38;5;241m=\u001b[39m C\u001b[38;5;241m.\u001b[39mCochainP0(\u001b[38;5;28mcomplex\u001b[39m\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mS, coeffs\u001b[38;5;241m=\u001b[39mnode_coords_reshaped)\n\u001b[1;32m 223\u001b[0m f_coch \u001b[38;5;241m=\u001b[39m C\u001b[38;5;241m.\u001b[39mCochainP2(\u001b[38;5;28mcomplex\u001b[39m\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mS, coeffs\u001b[38;5;241m=\u001b[39mf)\n\u001b[0;32m--> 224\u001b[0m residual \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mforce_balance_residual_primal\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 225\u001b[0m \u001b[43m \u001b[49m\u001b[43mnode_coords_coch\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mf_coch\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mboundary_tractions\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39mcoeffs\n\u001b[1;32m 226\u001b[0m penalty \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mget_penalty_displacement_bc(node_coords\u001b[38;5;241m=\u001b[39mnode_coords_reshaped,\n\u001b[1;32m 227\u001b[0m boundary_values\u001b[38;5;241m=\u001b[39mboundary_values,\n\u001b[1;32m 228\u001b[0m gamma\u001b[38;5;241m=\u001b[39mgamma)\n\u001b[1;32m 229\u001b[0m energy \u001b[38;5;241m=\u001b[39m jnp\u001b[38;5;241m.\u001b[39msum(residual\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m2\u001b[39m) \u001b[38;5;241m+\u001b[39m penalty\n", - "File \u001b[0;32m~/dctkit/src/dctkit/physics/elasticity.py:131\u001b[0m, in \u001b[0;36mLinearElasticity.force_balance_residual_primal\u001b[0;34m(self, node_coords, f, boundary_tractions)\u001b[0m\n\u001b[1;32m 129\u001b[0m \u001b[38;5;66;03m# set tractions on given sub-portions of the boundary\u001b[39;00m\n\u001b[1;32m 130\u001b[0m forces_bnd_update \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mset_boundary_tractions(forces, boundary_tractions)\n\u001b[0;32m--> 131\u001b[0m residual \u001b[38;5;241m=\u001b[39m \u001b[43mC\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43madd\u001b[49m\u001b[43m(\u001b[49m\u001b[43mC\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcoboundary\u001b[49m\u001b[43m(\u001b[49m\u001b[43mforces_bnd_update\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mf\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 132\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m residual\n", - "File \u001b[0;32m~/dctkit/src/dctkit/dec/cochain.py:80\u001b[0m, in \u001b[0;36madd\u001b[0;34m(c1, c2)\u001b[0m\n\u001b[1;32m 71\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21madd\u001b[39m(c1: Cochain, c2: Cochain) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Cochain:\n\u001b[1;32m 72\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Adds two cochains.\u001b[39;00m\n\u001b[1;32m 73\u001b[0m \n\u001b[1;32m 74\u001b[0m \u001b[38;5;124;03m Args:\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 78\u001b[0m \u001b[38;5;124;03m c1 + c2\u001b[39;00m\n\u001b[1;32m 79\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m---> 80\u001b[0m c \u001b[38;5;241m=\u001b[39m Cochain(c1\u001b[38;5;241m.\u001b[39mdim, c1\u001b[38;5;241m.\u001b[39mis_primal, c1\u001b[38;5;241m.\u001b[39mcomplex, \u001b[43mc1\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcoeffs\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mc2\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcoeffs\u001b[49m)\n\u001b[1;32m 81\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m c\n", - "File \u001b[0;32m~/mambaforge/envs/dctkit/lib/python3.11/site-packages/jax/_src/numpy/array_methods.py:723\u001b[0m, in \u001b[0;36m_forward_operator_to_aval..op\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m 722\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mop\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39margs):\n\u001b[0;32m--> 723\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mgetattr\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43maval\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43mf\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m_\u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[43mname\u001b[49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/mambaforge/envs/dctkit/lib/python3.11/site-packages/jax/_src/numpy/array_methods.py:256\u001b[0m, in \u001b[0;36m_defer_to_unrecognized_arg..deferring_binary_op\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m 254\u001b[0m args \u001b[38;5;241m=\u001b[39m (other, \u001b[38;5;28mself\u001b[39m) \u001b[38;5;28;01mif\u001b[39;00m swap \u001b[38;5;28;01melse\u001b[39;00m (\u001b[38;5;28mself\u001b[39m, other)\n\u001b[1;32m 255\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(other, _accepted_binop_types):\n\u001b[0;32m--> 256\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mbinary_op\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 257\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(other, _rejected_binop_types):\n\u001b[1;32m 258\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124munsupported operand type(s) for \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mopchar\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m: \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 259\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mtype\u001b[39m(args[\u001b[38;5;241m0\u001b[39m])\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[38;5;124m and \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mtype\u001b[39m(args[\u001b[38;5;241m1\u001b[39m])\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n", - " \u001b[0;31m[... skipping hidden 12 frame]\u001b[0m\n", - "File \u001b[0;32m~/mambaforge/envs/dctkit/lib/python3.11/site-packages/jax/_src/numpy/ufuncs.py:96\u001b[0m, in \u001b[0;36m_maybe_bool_binop..fn\u001b[0;34m(x1, x2)\u001b[0m\n\u001b[1;32m 95\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mfn\u001b[39m(x1, x2, \u001b[38;5;241m/\u001b[39m):\n\u001b[0;32m---> 96\u001b[0m x1, x2 \u001b[38;5;241m=\u001b[39m \u001b[43mpromote_args\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnumpy_fn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[38;5;18;43m__name__\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mx1\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mx2\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 97\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m lax_fn(x1, x2) \u001b[38;5;28;01mif\u001b[39;00m x1\u001b[38;5;241m.\u001b[39mdtype \u001b[38;5;241m!=\u001b[39m np\u001b[38;5;241m.\u001b[39mbool_ \u001b[38;5;28;01melse\u001b[39;00m bool_lax_fn(x1, x2)\n", - "File \u001b[0;32m~/mambaforge/envs/dctkit/lib/python3.11/site-packages/jax/_src/numpy/util.py:357\u001b[0m, in \u001b[0;36mpromote_args\u001b[0;34m(fun_name, *args)\u001b[0m\n\u001b[1;32m 355\u001b[0m check_arraylike(fun_name, \u001b[38;5;241m*\u001b[39margs)\n\u001b[1;32m 356\u001b[0m _check_no_float0s(fun_name, \u001b[38;5;241m*\u001b[39margs)\n\u001b[0;32m--> 357\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mpromote_shapes\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfun_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mpromote_dtypes\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/mambaforge/envs/dctkit/lib/python3.11/site-packages/jax/_src/numpy/util.py:247\u001b[0m, in \u001b[0;36mpromote_shapes\u001b[0;34m(fun_name, *args)\u001b[0m\n\u001b[1;32m 245\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m config\u001b[38;5;241m.\u001b[39mjax_numpy_rank_promotion \u001b[38;5;241m!=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallow\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m 246\u001b[0m _rank_promotion_warning_or_error(fun_name, shapes)\n\u001b[0;32m--> 247\u001b[0m result_rank \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(\u001b[43mlax\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbroadcast_shapes\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mshapes\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[1;32m 248\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m [_broadcast_to(arg, (\u001b[38;5;241m1\u001b[39m,) \u001b[38;5;241m*\u001b[39m (result_rank \u001b[38;5;241m-\u001b[39m \u001b[38;5;28mlen\u001b[39m(shp)) \u001b[38;5;241m+\u001b[39m shp)\n\u001b[1;32m 249\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m arg, shp \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mzip\u001b[39m(args, shapes)]\n", - " \u001b[0;31m[... skipping hidden 1 frame]\u001b[0m\n", - "File \u001b[0;32m~/mambaforge/envs/dctkit/lib/python3.11/site-packages/jax/_src/lax/lax.py:170\u001b[0m, in \u001b[0;36m_broadcast_shapes_uncached\u001b[0;34m(*shapes)\u001b[0m\n\u001b[1;32m 168\u001b[0m result_shape \u001b[38;5;241m=\u001b[39m _try_broadcast_shapes(shape_list)\n\u001b[1;32m 169\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m result_shape \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 170\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mIncompatible shapes for broadcasting: shapes=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mlist\u001b[39m(shapes)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 171\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result_shape\n", - "\u001b[0;31mValueError\u001b[0m: Incompatible shapes for broadcasting: shapes=[(66, 2), (132,)]" - ] - } - ], - "source": [ - "prb.set_obj_args(obj_args)\n", - "sol = prb.solve(x0=node_coords_flattened)\n", - "curr_node_coords = sol.reshape(S.node_coords.shape)\n", - "print(prb.last_opt_result)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b167c662-fbd9-4c15-b2a1-2fec6b80f76e", - "metadata": {}, - "outputs": [], - "source": [ - "strain = ela.get_GreenLagrange_strain(curr_node_coords)\n", - "stress = ela.get_stress(strain)\n", - "\n", - "print(\"strain=\", strain)\n", - "print(\"stress=\", stress)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6405e17e-f9df-49b6-bf86-4ae1094f19bd", - "metadata": {}, - "outputs": [], - "source": [ - "exact_stress = np.array([[true_stress_xx, 0.],[0.,0.]])\n", - "exact_strain = np.array([[applied_strain, 0.], [0., true_strain_yy]])\n", - "mean_stress = np.mean(stress, axis=0)\n", - "std_stress = np.std(stress,axis=0)\n", - "std_strain = np.std(strain,axis=0)\n", - "mean_strain = np.mean(strain, axis=0)\n", - "print(mean_stress) \n", - "print(exact_stress)\n", - "print(mean_strain)\n", - "print(exact_strain)" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "d1c5d7dd-b15a-403f-a022-b65ab70a8a72", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[,\n", - " ]" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "triplot(node_coords[:,0], node_coords[:,1], triangles=S.S[2])\n", - "#triplot(curr_node_coords[:,0], curr_node_coords[:,1], triangles=S.S[2])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ff1fa8dd-5f3b-4e76-a47e-107637120158", - "metadata": {}, - "outputs": [], - "source": [ - "true_curr_node_coords = S.node_coords.copy()\n", - "true_curr_node_coords[:, 0] *= 1 + applied_strain\n", - "true_curr_node_coords[:, 1] *= 1 + true_strain_yy\n", - "\n", - "strain = ela.get_GreenLagrange_strain(true_curr_node_coords)\n", - "stress = ela.get_stress(strain)\n", - "\n", - "print(\"strain=\", strain)\n", - "print(\"stress=\", stress)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b8503d13-f595-494a-84e6-de75778dc0cc", - "metadata": {}, - "outputs": [], - "source": [ - "print(true_curr_node_coords)\n", - "print(curr_node_coords)" - ] - } - ], - "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": "3.11.4" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/examples/poisson_3D.ipynb b/examples/poisson_3D.ipynb deleted file mode 100644 index 32cedbb..0000000 --- a/examples/poisson_3D.ipynb +++ /dev/null @@ -1,187 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "id": "4de97868-2f1e-4d44-8933-3e16d154cbdf", - "metadata": {}, - "outputs": [], - "source": [ - "%load_ext autoreload" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9f92939f-6f36-4192-af7f-3f8a46170566", - "metadata": {}, - "outputs": [], - "source": [ - "%autoreload\n", - "import numpy as np\n", - "import jax.numpy as jnp\n", - "from dctkit.mesh import util, simplex\n", - "from dctkit.math.opt import optctrl as oc\n", - "import dctkit.dec.cochain as C\n", - "import dctkit as dt\n", - "import pygmsh\n", - "import pyvista as pv\n", - "from pyvista import themes" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "82bcfde1-8306-4144-8397-fcc34a4fa8ca", - "metadata": {}, - "outputs": [], - "source": [ - "dt.config()\n", - "#pv.set_jupyter_backend('trame')\n", - "pv.global_theme = themes.ParaViewTheme()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "179ad2e2-7d27-46d9-88cd-9127ba3f74e2", - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "lc = 0.2\n", - "mesh, _ = util.generate_cube_mesh(lc)\n", - "#pv.plot(mesh)\n", - "S = util.build_complex_from_mesh(mesh)\n", - "num_nodes = S.num_nodes\n", - "print(\"number of nodes = \", num_nodes)\n", - "print(\"number of tets = \", S.S[3].shape[0])\n", - "S.get_hodge_star()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "18d95a59-6dbb-43af-9743-6e2ff45b390a", - "metadata": {}, - "outputs": [], - "source": [ - "# boundary conditions\n", - "bottom_nodes = np.argwhere(S.node_coords[:,2]<1e-6).flatten()\n", - "top_nodes = np.argwhere(abs(S.node_coords[:,2]-1.)<1e-6).flatten()\n", - "values = np.zeros(len(bottom_nodes)+len(top_nodes), dtype=dt.float_dtype)\n", - "boundary_values = (np.hstack((bottom_nodes,top_nodes)), values)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c32ba0bf-2885-4c85-ad9a-f426463cab26", - "metadata": {}, - "outputs": [], - "source": [ - "from functools import partial\n", - "from dctkit.physics import poisson as p\n", - "\n", - "def disspot(u, u_prev, deltat):\n", - " u_coch = C.CochainP0(S, u)\n", - " u_prev_coch = C.CochainP0(S, u_prev)\n", - " u_diff = C.sub(u_coch, u_prev_coch)\n", - " return (1/2)*C.inner(u_diff, u_diff)/deltat\n", - "\n", - "energy = partial(p.energy_poisson, S=S)\n", - "\n", - "def obj(u, u_prev, f, k, boundary_values, gamma, deltat):\n", - " en = energy(x=u, f=f, k=k, boundary_values=boundary_values, gamma=gamma)\n", - " return en + disspot(u, u_prev, deltat)\n", - "\n", - "k = 1.\n", - "f_vec = np.ones(num_nodes, dtype=dt.float_dtype)\n", - "gamma = 1000.\n", - "deltat = 0.1\n", - "\n", - "u_0 = np.zeros(num_nodes, dt.float_dtype)\n", - "u_prev = u_0" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ff963044-5321-4516-86fc-37d2a4e66b92", - "metadata": {}, - "outputs": [], - "source": [ - "sols = []\n", - "prb = oc.OptimizationProblem(dim=num_nodes, state_dim=num_nodes, objfun=obj)\n", - "for i in range(10):\n", - " print(\"t = \", (i+1)*deltat)\n", - " args = {'u_prev': u_prev, 'f': f_vec, 'k': k, 'boundary_values': boundary_values,\n", - " 'gamma': gamma, 'deltat': deltat}\n", - " prb.set_obj_args(args)\n", - " u = prb.solve(u_prev, ftol_abs=1e-8, ftol_rel=1e-8)\n", - " u_prev = u.__array__()\n", - " sols.append(u)\n", - "prb.last_opt_result" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e9a0d608-1c77-40fe-abd0-920b65601c75", - "metadata": {}, - "outputs": [], - "source": [ - "p = pv.Plotter()\n", - "p.add_mesh(mesh, scalars=sols[-1])\n", - "p.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "247ab9e1-0ee5-495d-879e-f39183ef2f9c", - "metadata": {}, - "outputs": [], - "source": [ - "import meshio\n", - "filename = \"timedata.xdmf\"\n", - "points = mesh.points\n", - "cells = {\"tetra\": mesh.cells_dict[\"tetra\"]}\n", - "with meshio.xdmf.TimeSeriesWriter(filename) as writer:\n", - " writer.write_points_cells(points, cells)\n", - " for i in range(10):\n", - " writer.write_data(i, point_data={\"u\": sols[i]})" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1de804fc-920f-4fbb-802a-cbfc00d58d4e", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "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": "3.10.14" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/src/dctkit/dec/flat.py b/src/dctkit/dec/flat.py index c42a74f..2e277f3 100644 --- a/src/dctkit/dec/flat.py +++ b/src/dctkit/dec/flat.py @@ -50,10 +50,10 @@ def interp_func(x): return spmm(weights, x.coeffs, def flat_DPD(c: C.CochainD0V | C.CochainD0T) -> C.CochainD1: - """Implements the flat DPD operator for dual discrete vector fields. + """Implements the flat DPD operator for dual 0-cochains. Args: - v: a dual discrete vector field. + v: a dual 0-cochain. Returns: the dual 1-cochain resulting from the application of the flat operator. """ @@ -64,10 +64,10 @@ def flat_DPD(c: C.CochainD0V | C.CochainD0T) -> C.CochainD1: def flat_DPP(c: C.CochainD0V | C.CochainD0T) -> C.CochainP1: - """Implements the flat DPP operator for dual discrete vector fields. + """Implements the flat DPP operator for dual 0-cochains. Args: - v: a dual discrete vector field. + v: a dual 0-cochain. Returns: the primal 1-cochain resulting from the application of the flat operator. """ @@ -89,3 +89,17 @@ def flat_PDP(c: C.CochainP0V | C.CochainP0T) -> C.CochainP1: flat_matrix = c.complex.flat_PDP_weights return flat(c, flat_matrix, C.CochainP1(c.complex, primal_edges)) + + +def flat_dual_upw(c: C.CochainD0V | C.CochainD0T) -> C.CochainD1: + """Implements the flat upwind operator for dual 0-cochains. + + Args: + v: a dual 0-cochain. + Returns: + the dual 1-cochain resulting from the application of the flat operator. + """ + dual_edges = c.complex.dual_edges_vectors[:, :c.coeffs.shape[1]] + flat_matrix = c.complex.flat_dual_upw_weights + + return flat(c, flat_matrix, C.CochainD1(c.complex, dual_edges)) diff --git a/src/dctkit/mesh/simplex.py b/src/dctkit/mesh/simplex.py index 03cae77..8f8e496 100644 --- a/src/dctkit/mesh/simplex.py +++ b/src/dctkit/mesh/simplex.py @@ -118,8 +118,12 @@ def get_tets_containing_a_boundary_face(self): def get_circumcenters(self): """Compute all the circumcenters.""" - self.circ = sl.ShiftedList([None] * (self.dim), -1) - self.bary_circ = sl.ShiftedList([None] * (self.dim), -1) + # self.circ = sl.ShiftedList([None] * (self.dim), -1) + # self.bary_circ = sl.ShiftedList([None] * (self.dim), -1) + self.circ = [None] * (self.dim+1) + self.bary_circ = [None] * (self.dim+1) + self.circ[0] = self.node_coords + self.bary_circ[0] = self.node_coords for p in range(1, self.dim + 1): S = self.S[p] C, B = circ.circumcenter(S, self.node_coords) @@ -363,6 +367,59 @@ def get_flat_DPD_weights(self): # Build sparse COO matrix of raw lengths self.flat_DPD_weights = (rows, cols, data) + def get_flat_dual_upw_weights(self): + # FIXME: fix the docs! + """Compute the matrix where each non-negative entry (i,j) is the ratio between + the length of the j-th dual edge contained in the i-th n-simplex and the + total length of the j-th dual edge. + + This ratio appears as a weighting factor in the computation of the discrete + flat operator. + """ + if not hasattr(self, "dual_edges_lengths"): + self.get_dual_edge_vectors() + + dim = self.dim + B = self.simplices_faces[dim] + num_n_simplices = self.S[dim].shape[0] + + # Preallocate lists for COO format + rows = [] + cols = [] + data = [] + + for i in range(num_n_simplices): + # get the indices of the (n-1)-simplices belonging to the i-th n-simplex + dual_edges_indices = B[i, :] + # construct the matrix containing the difference vectors between the + # circumcenter of the i-th n-simplex and the circumcenters of the dual edges + # intersecting such a simplex, arranged in rows. + diff_circs = self.circ[dim][i, :] - self.circ[dim-1][dual_edges_indices, :] + # take the norms of the difference vectors + lengths = np.linalg.norm(diff_circs, axis=1) + + # append nonzero entries + count = 0 + for j, val in zip(dual_edges_indices, lengths): + if val != 0 and count == 1: + rows.append(i) + cols.append(j) + data.append(1.) + count += 1 + + # Convert to NumPy arrays + rows = np.array(rows, dtype=int) + cols = np.array(cols, dtype=int) + data = np.array(data, dtype=dctkit.float_dtype) + # in the case of non-well centered mesh an entry of the flat weights matrix + # can be NaN. In this case, the corresponding dual edge is the null vector, + # hence we shouldn't take in account dot product with it. We then replace + # any NaN with 0. + data = np.nan_to_num(data) + + # Build sparse COO matrix of raw lengths + self.flat_dual_upw_weights = (rows, cols, data) + def get_flat_DPP_weights(self): # FIXME: extend to 3D case. # NOTATION: diff --git a/tests/test_simplex.py b/tests/test_simplex.py index 312875a..1ebf6c5 100644 --- a/tests/test_simplex.py +++ b/tests/test_simplex.py @@ -53,7 +53,8 @@ def test_simplicial_complex_1(setup_test, space_dim: int): tets_cont_bnd_face_true = np.array([0, 3], dtype=dctkit.int_dtype).reshape(-1, 1) # define true circumcenters - circ_true = sl.ShiftedList([], -1) + circ_true = [] + circ_true.append(S.node_coords) circ_true_1 = np.zeros((num_nodes - 1, space_dim)) circ_true_1[:, 0] = np.array([1/8, 3/8, 5/8, 7/8], dtype=dctkit.float_dtype) circ_true.append(circ_true_1) @@ -146,7 +147,8 @@ def test_simplicial_complex_2(setup_test, space_dim): tets_cont_bnd_face_true = np.arange(4, dtype=dctkit.int_dtype).reshape(-1, 1) # define true circumcenters - circ_true = sl.ShiftedList([], -1) + circ_true = [] + circ_true.append(S.node_coords) circ_1_true = np.zeros((num_edges, space_dim), dtype=dctkit.float_dtype) circ_1_true[:, :2] = np.array([[0.5, 0.], [0., 0.5], @@ -314,7 +316,8 @@ def test_simplicial_complex_3(setup_test, space_dim): tets_cont_bnd_face_true = np.zeros(4, dtype=dctkit.int_dtype).reshape(-1, 1) # define true circumcenter - circ_true = sl.ShiftedList([], -1) + circ_true = [] + circ_true.append(S.node_coords) circ_1_true = np.array([[0.5, 0., 0.], [0.25, 0.5, 0.], [0., 0., 0.5], diff --git a/tutorials/burgers.ipynb b/tutorials/burgers.ipynb new file mode 100644 index 0000000..7a4e0e4 --- /dev/null +++ b/tutorials/burgers.ipynb @@ -0,0 +1,432 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "4c410dec-b7eb-48f6-b0d1-1d77ffcdbf96", + "metadata": {}, + "source": [ + "# 1D Burgers equation" + ] + }, + { + "cell_type": "markdown", + "id": "c4aad9ed-6a8b-4988-a170-fccec64ca31a", + "metadata": {}, + "source": [ + "The Burgers equation is a fundamental nonlinear partial differential equation that plays a central role in fluid dynamics, nonlinear wave propagation, and traffic flow modeling. Despite its apparent simplicity, it exhibits rich behavior such as shock formation and nonlinear transport, making it a standard benchmark for testing numerical methods.\n", + "\n", + "In one spatial dimension, the viscous Burgers equation reads\n", + "$$\\partial_t u + u \\, \\partial_x u = \\nu \\, \\partial_{xx} u,$$\n", + "\n", + "where $u(x,t)$ is the scalar velocity field and $\\nu \\ge 0$ is the viscosity coefficient. In the inviscid limit $\\nu \\to 0$, the equation develops discontinuities in finite time, while for $\\nu > 0$ diffusion regularizes the solution.\n", + "\n", + "In this notebook, we solve the Burgers equation using **Discrete Exterior Calculus (DEC)**. The goal is to demonstrate how DEC can be used to solve nonlinear conservation laws while maintaining geometric consistency, and to compare its behavior with more traditional finite difference–based discretizations." + ] + }, + { + "cell_type": "markdown", + "id": "0fbf5c4d-8642-472c-9912-7f34ed9d156d", + "metadata": {}, + "source": [ + "## Imports and reference solution on a fine grid" + ] + }, + { + "cell_type": "markdown", + "id": "91bae6fa-a201-4887-b635-798f85861221", + "metadata": {}, + "source": [ + "We first import the required packages and define a fine space–time grid, which is used to compute a high-resolution reference solution of the one-dimensional viscous Burgers equation in conservative form\n", + "$$\n", + "\\partial_t u + \\partial_x\\!\\left(\\frac{u^2}{2}\\right) = \\nu\\,\\partial_{xx} u .\n", + "$$\n", + "\n", + "The spatial domain $x \\in [0,L]$ is discretized with spacing $\\Delta x$, and time is discretized with step size $\\Delta t$. The convective term is approximated using a centered finite difference of the flux,\n", + "$$\n", + "\\left(\\partial_x \\frac{u^2}{2}\\right)_i^n\n", + "\\approx\n", + "\\frac{(u_{i+1}^n)^2 - (u_{i-1}^n)^2}{4\\Delta x},\n", + "$$\n", + "while the diffusive term is discretized as\n", + "$$\n", + "(\\partial_{xx} u)_i^n \\approx\n", + "\\frac{u_{i+1}^n - 2u_i^n + u_{i-1}^n}{\\Delta x^2}.\n", + "$$\n", + "\n", + "Time integration is performed using an explicit Euler scheme,\n", + "$$u_i^{n+1}=u_i^n-\\Delta t \\left(\\partial_x \\frac{u^2}{2}\\right)_i^n+\\nu\\,\\Delta t\\,(\\partial_{xx} u)_i^n .$$\n", + "\n", + "This fine-grid finite difference solution is used as a reference for comparison with the DEC-based discretizations introduced later.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "168ef6a6-ee86-46e0-970c-602ec92512a9", + "metadata": {}, + "outputs": [], + "source": [ + "import dctkit as dt_\n", + "from dctkit import config\n", + "import os\n", + "from scipy.io import loadmat\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from dctkit.mesh.simplex import SimplicialComplex\n", + "from dctkit.mesh import util\n", + "from dctkit.dec import cochain as C\n", + "from dctkit.dec.flat import flat_DPD as flat_par\n", + "from dctkit.dec.flat import flat_dual_upw as flat_upw\n", + "from matplotlib import cm\n", + "import pygmo as pg\n", + "import math\n", + "from jax import jit,lax\n", + "import time\n", + "import jax.numpy as jnp\n", + "from functools import partial" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "1011da18-6648-4bb6-86b5-bff223b9edd4", + "metadata": {}, + "outputs": [], + "source": [ + "config()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "e06ce522-463d-41a4-8aa2-18f50fa0f326", + "metadata": {}, + "outputs": [], + "source": [ + "# SPACE PARAMS\n", + "# spatial resolution\n", + "dx = 2**4/2**9\n", + "L = 2**4 + dx\n", + "# Number of spatial grid points\n", + "nx = int(math.ceil(L / dx))\n", + "\n", + "# vector containing spatial points\n", + "x = np.linspace(-L/2, L/2, nx)\n", + "# circumcenters\n", + "x_circ = (x[:-1] + x[1:])/2\n", + "\n", + "\n", + "# initial velocity\n", + "u_0 = np.exp(-1 * (x_circ + 0.5 * L/4)**2)\n", + "umax = np.max(u_0)\n", + "x_max = np.argmax(u_0)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "216c5584-6dac-46f5-b59f-d90ca603eafb", + "metadata": {}, + "outputs": [], + "source": [ + "# TIME PARAMS\n", + "T = 10\n", + "# temporal resolution\n", + "dt = 10/2**11\n", + "# number of temporal grid points\n", + "nt = int(math.ceil(T / dt))\n", + "\n", + "# vector containing time points\n", + "t = np.linspace(0, T, nt) \n", + "\n", + "#Viscosity\n", + "nu = 0.005\n", + "\n", + "nodes_BC = {'left': np.zeros(nt),\n", + " 'right': np.zeros(nt)}" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "c618544c-8133-42bf-851d-da175da6b470", + "metadata": {}, + "outputs": [], + "source": [ + "def main_run_FDM(u,x, dt, dx, nu, max_time_iter):\n", + " for t in range(max_time_iter):\n", + " u[1:-1, t+1] = u[1:-1, t] + dt * (nu * (u[2:, t] - 2 * u[1:-1, t] + u[:-2, t]) / dx**2 \n", + " - 0.25 * (u[2:, t]**2 - u[:-2, t]**2) / dx)\n", + " return u" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "f02973a3-c753-4589-9cad-d1edc1ad58db", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Array containing velocity\n", + "u = np.zeros([nx-1, nt]) \n", + "\n", + "# Initial condition\n", + "u[:, 0] = u_0\n", + "# Boundary condition at x=0\n", + "u[0, :] = 0\n", + "# Boundary condition at x=xmax\n", + "u[-1, :] = 0 \n", + "\n", + "u = main_run_FDM(u, x,dt, dx, nu, nt-1)\n", + "\n", + "\n", + "plt.pcolormesh(t,x_circ,u)\n", + "plt.xlabel('t', fontsize=16)\n", + "plt.ylabel('x', fontsize=16)\n", + "plt.title(r'$u(x, t)$', fontsize=16)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "0931ac62-6553-4971-807c-ea3e10ed73a3", + "metadata": {}, + "source": [ + "## DEC for Burgers with parabolic and upwind method" + ] + }, + { + "cell_type": "markdown", + "id": "8aa23129-972e-4bc9-8a42-e1cba9d50b4e", + "metadata": {}, + "source": [ + "We now discretize the Burgers equation using **Discrete Exterior Calculus (DEC)** on a one-dimensional simplicial mesh. The scalar field $u(x,t)$ is represented as a dual 0-cochain, while fluxes are represented as primal 1-cochains. The discrete exterior derivative $d$ and the Hodge star $\\star$ are used to construct discrete differential operators.\n", + "\n", + "The nonlinear convective flux is evaluated using two different DEC-based closures:\n", + "- **Parabolic flux**, equivalent to the finite difference method, yielding a centered (second-order) discretization.\n", + "- **Upwind flux**, improving stability in advection-dominated regimes.\n", + "\n", + "Time integration is performed using an explicit scheme, and the resulting DEC solutions are compared against the fine-grid finite difference reference." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "ca6e107a-451f-419b-b08a-2646b463b9f0", + "metadata": {}, + "outputs": [], + "source": [ + "# define simplicial complex\n", + "mesh, _ = util.generate_line_mesh(nx, L, x_min=-L/2)\n", + "S = util.build_complex_from_mesh(mesh, space_dim=1)\n", + "S.get_hodge_star()\n", + "S.get_flat_DPD_weights()\n", + "S.get_flat_dual_upw_weights()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "b0949e17-6fdc-424c-ac24-c2b136f2a1a0", + "metadata": {}, + "outputs": [], + "source": [ + "def compute_time_balance(u_t, nu, scheme: str = \"parabolic\"):\n", + " u_coch = C.CochainD0(S, u_t)\n", + " dissipation = C.scalar_mul(C.star(C.coboundary(u_coch)), nu)\n", + " if scheme == \"upwind\":\n", + " flat_u = flat_upw(u_coch)\n", + " flux = C.scalar_mul(C.square(C.star(flat_u)), -1/2)\n", + " elif scheme == \"parabolic\":\n", + " u_sq = C.scalar_mul(C.square(u_coch), -1/2)\n", + " flux = C.star(flat_par(u_sq))\n", + " total_flux = C.add(flux, dissipation)\n", + " balance = C.star(C.coboundary(total_flux))\n", + " return balance\n", + "\n", + "\n", + "def run(u_0, nodes_BC, num_t_points, nu, step, scheme: str = \"parabolic\"):\n", + " \"\"\"Main run to solve Burgers' equation with DEC.\n", + "\n", + " Args:\n", + " scheme: discretization scheme used.\n", + " \"\"\"\n", + " u = np.zeros((S.num_nodes - 1, num_t_points//step),\n", + " dtype=dt_.float_dtype)\n", + " # set initial and boundary conditions\n", + " u[:, 0] = u_0\n", + " u[0, :] = nodes_BC['left'][::step]\n", + " u[-1, :] = nodes_BC['right'][::step]\n", + " #NOTE: this for loop can easily be optimized with jax.lax.scan\n", + " # but we decided to keep it simple for the introductory purpose\n", + " # of the notebook\n", + " for t in range(num_t_points//step - 1):\n", + " u_t = u[:, t]\n", + " balance = compute_time_balance(u_t, nu, scheme)\n", + " u[1:-1, t+1] = u[1:-1, t] + step*dt*balance.coeffs[1:-1].flatten()\n", + " return u" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "07f063f8-b73a-4f24-a863-504ed5634129", + "metadata": {}, + "outputs": [], + "source": [ + "u_dec_par = run(u_0, nodes_BC, nt, nu, 4, \"parabolic\")\n", + "u_dec_upw = run(u_0, nodes_BC, nt, nu, 4, \"upwind\")" + ] + }, + { + "cell_type": "markdown", + "id": "6255d8bc-9893-44df-b6af-317761bda14f", + "metadata": {}, + "source": [ + "## Plots" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "5a789203-6ec8-40ac-a81d-b09d5dc6ac05", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig1, ax = plt.subplots(1, 3, figsize=(20, 5))\n", + "\n", + "# First plot (FDM) — keep the returned mappable\n", + "pcm = ax[0].pcolormesh(\n", + " t[::4], x_circ, u[:, ::4],\n", + " shading=\"auto\"\n", + ")\n", + "\n", + "# Use the same norm and cmap for the other plots\n", + "ax[1].pcolormesh(\n", + " t[::4], x_circ, u_dec_par,\n", + " shading=\"auto\",\n", + " cmap=pcm.cmap,\n", + " norm=pcm.norm\n", + ")\n", + "\n", + "ax[2].pcolormesh(\n", + " t[::4], x_circ, u_dec_upw,\n", + " shading=\"auto\",\n", + " cmap=pcm.cmap,\n", + " norm=pcm.norm\n", + ")\n", + "\n", + "for i in range(3):\n", + " ax[i].set_xlabel('t', fontsize=16)\n", + " ax[i].set_ylabel('x', fontsize=16)\n", + "\n", + "ax[0].set_title(r'FDM (fine complex)', fontsize=16)\n", + "ax[1].set_title(r'Parabolic', fontsize=16)\n", + "ax[2].set_title(r'Upwind', fontsize=16)\n", + "\n", + "# One shared colorbar, driven by the FDM plot\n", + "cbar = fig1.colorbar(pcm, ax=ax, orientation='vertical')\n", + "cbar.set_label('u', fontsize=16)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "973f6673-3ca9-409e-88ae-3ac153fd43c7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(7, 4))\n", + "\n", + "# True (FDM)\n", + "plt.plot(\n", + " x_circ,\n", + " u[:, ::4][:, -1],\n", + " linewidth=2,\n", + " label=\"FDM (True)\"\n", + ")\n", + "\n", + "# Parabolic\n", + "plt.plot(\n", + " x_circ,\n", + " u_dec_par[:, -1],\n", + " marker=\".\",\n", + " linewidth=0.5,\n", + " label=\"Parabolic\"\n", + ")\n", + "\n", + "# Upwind\n", + "plt.plot(\n", + " x_circ,\n", + " u_dec_upw[:, -1],\n", + " marker=\".\",\n", + " linewidth=0.5,\n", + " label=\"Upwind\"\n", + ")\n", + "\n", + "plt.xlabel(r\"$x$\", fontsize=14)\n", + "plt.ylabel(r\"$u(x, t_{final})$\", fontsize=14)\n", + "plt.legend()\n", + "plt.grid(True, alpha=0.3)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + } + ], + "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": "3.13.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/tutorials/elastica.ipynb b/tutorials/elastica.ipynb new file mode 100644 index 0000000..6daebd0 --- /dev/null +++ b/tutorials/elastica.ipynb @@ -0,0 +1,441 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "29896764-6d44-4af7-b98e-1259562e0097", + "metadata": {}, + "source": [ + "# 1D Euler's Elastica" + ] + }, + { + "cell_type": "markdown", + "id": "c3eafa01-bf1d-4269-b259-0bf27836ad6e", + "metadata": {}, + "source": [ + "The **Euler elastica problem** is a classical problem in mechanics describing the equilibrium shapes of an inextensible, slender elastic rod subject to bending. Originally studied by Euler in the 18th century, it remains a fundamental model in continuum mechanics, geometric variational calculus, and modern applications ranging from soft robotics to biological filaments.\n", + "\n", + "Let $\\mathcal{I} = [0,L] \\subset \\mathbb{R}$ denote a one-dimensional interval representing the material coordinates of the longitudinal axis of the rod in its undeformed, straight configuration, where $L$ is the total length of the rod. The configuration of the rod is described by the angle field $u(\\sigma)$, defined as the angle between the tangent to the rod axis and the horizontal direction, evaluated at the dimensionless arc-length parameter $\\sigma := s/L$.\n", + "\n", + "We consider a rod with constant cross-section, clamped at the left end and subjected to a vertical end load at the right end. Under these assumptions, the boundary-value problem associated with the dimensionless continuous Euler's elastica equation reads\n", + "$$\\frac{\\mathrm{d}^2 u}{\\mathrm{d}\\sigma^2} + f \\cos u = 0 \\quad \\text{in } (0,1), \\quad u(0) = 0, \\quad \\frac{\\mathrm{d}u}{\\mathrm{d}\\sigma}(1) = 0,$$\n", + "where $f = PL^2/B$ is the **dimensionless load parameter**. Here, $P < 0$ denotes the **vertical component of the load** applied at the right end, and $B$ is the **bending stiffness** of the rod.\n", + "\n", + "This problem also admits the following variational formulation: find $u$ minimizing the energy functional\n", + "$$\\min_{u} \\;\n", + "\\frac{1}{2} \\int_0^1 \\left( \\frac{\\mathrm{d}u}{\\mathrm{d}\\sigma} \\right)^2 \\, \\mathrm{d}\\sigma\n", + "\\;-\\;\n", + "\\int_0^1 f \\sin u \\, \\mathrm{d}\\sigma,\n", + "\\qquad\n", + "u(0) = 0.$$\n", + "\n", + "In this notebook, we aim to solve this problem using the framework of DEC. Two complementary discretization strategies are considered. First, we formulate a **variational DEC approach**, in which the continuous energy functional is discretized directly using discrete differential forms and Hodge star operators, and the equilibrium configuration is obtained by minimizing the resulting discrete energy. Second, we investigate a **non-variational DEC formulation**, where the Euler–Lagrange equation is discretized directly at the level of the governing differential equation." + ] + }, + { + "cell_type": "markdown", + "id": "7e68e97b-57d7-435f-b8a5-58a0c7204466", + "metadata": {}, + "source": [ + "## Imports" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "eb2aba03-c5ac-4612-bd66-197604fc930a", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import dctkit as dt\n", + "import jax.numpy as jnp\n", + "from jax import jit, grad\n", + "from dctkit.math.opt import optctrl\n", + "from scipy import sparse\n", + "import os\n", + "from dctkit.dec import cochain as C\n", + "from dctkit.mesh import util\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "66aefb84-5f95-4914-8ba5-6c7bd1961d02", + "metadata": {}, + "outputs": [], + "source": [ + "dt.config()" + ] + }, + { + "cell_type": "markdown", + "id": "d270545e-38e5-4d97-bee3-8090ddfe96a1", + "metadata": {}, + "source": [ + "## Complex generation and util" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "1895bce5-1f16-445e-9050-acfa64779bb2", + "metadata": {}, + "outputs": [], + "source": [ + "data = \"data/xy_F_35.txt\"\n", + "F = -35.\n", + "np.random.seed(42)\n", + "\n", + "# load true data\n", + "data = np.genfromtxt(data)\n", + "\n", + "# sampling factor for true data\n", + "sampling = 10\n", + "\n", + "num_elements = 10\n", + "\n", + "L = 1\n", + "h = L/(num_elements)\n", + "\n", + "B = 7.854\n", + "\n", + "# define dimensionless load\n", + "A = F*L**2/B" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "70e30c3c-7cf7-4441-95e7-20bcbf82ef6b", + "metadata": {}, + "outputs": [], + "source": [ + "def compute_transform_u_xy(num_nodes):\n", + " # bidiagonal matrix to transform u in (x,y)\n", + " diag = [1]*(num_nodes)\n", + " upper_diag = [-1]*(num_nodes-1)\n", + " upper_diag[0] = 0\n", + " diags = [diag, upper_diag]\n", + " transform = sparse.diags(diags, [0, -1]).toarray()\n", + " transform[1, 0] = -1\n", + " return transform\n", + "\n", + "def compute_true_solution(data, sampling, num_elements):\n", + " x_true = data[:, 1][::sampling]\n", + " y_true = data[:, 2][::sampling]\n", + " u_true = np.empty(num_elements, dtype=dt.float_dtype)\n", + " for i in range(num_elements):\n", + " u_true[i] = np.arctan(\n", + " (y_true[i+1]-y_true[i])/(x_true[i+1]-x_true[i]))\n", + "\n", + " return u_true, x_true, y_true\n", + "\n", + "def reconstruct_xy(u, h, num_nodes):\n", + " transform = compute_transform_u_xy(num_nodes)\n", + " cos_u = h*jnp.cos(u)\n", + " sin_u = h*jnp.sin(u)\n", + " b_x = jnp.insert(cos_u, 0, 0)\n", + " b_y = jnp.insert(sin_u, 0, 0)\n", + " x = jnp.linalg.solve(transform, b_x)\n", + " y = jnp.linalg.solve(transform, b_y)\n", + " return x, y" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "e6be0253-62b0-4ab6-9166-dd600f0a0833", + "metadata": {}, + "outputs": [], + "source": [ + "# compute true solution\n", + "u_true, x_true, y_true = compute_true_solution(data, sampling, num_elements)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "b3365a34-ea63-41f9-9215-34fd0d5b04b6", + "metadata": {}, + "outputs": [], + "source": [ + "num_nodes = num_elements + 1\n", + "mesh, _ = util.generate_line_mesh(num_nodes, 1.)\n", + "S = util.build_complex_from_mesh(mesh)\n", + "S.get_hodge_star()\n", + "\n", + "# define internal cochain to compute the energy only in the interior points\n", + "int_vec = np.ones(S.num_nodes, dtype=dt.float_dtype)\n", + "int_vec[0] = 0\n", + "int_vec[-1] = 0\n", + "int_coch = C.CochainP0(complex=S, coeffs=int_vec)\n", + "# define the unit cochain on the dual nodes\n", + "ones_coch = C.CochainD0(complex=S, coeffs=np.ones(num_elements,dtype=dt.float_dtype))\n", + "\n", + "# initial guess for the angles (EXCEPT PRESCRIBED ANGLE AT LEFT END)\n", + "u_0 = np.zeros(num_elements-1, dtype=dt.float_dtype)\n", + "\n", + "# cochain to zero residual on elements where BC is prescribed\n", + "mask = np.ones(num_elements, dtype=dt.float_dtype)\n", + "mask[0] = 0." + ] + }, + { + "cell_type": "markdown", + "id": "b1d6d867-1fc1-4c33-b56c-4626c87e188c", + "metadata": {}, + "source": [ + "## Variational Formulation" + ] + }, + { + "cell_type": "markdown", + "id": "b8d6dd2c-9ee5-43c9-95e4-bba1060effdb", + "metadata": {}, + "source": [ + "The discrete elastica energy can be formulated as\n", + "$$\\mathcal{E}_{\\text{el}}(u) := \\frac{1}{2} \\langle k, \\star d^\\star u \\rangle - \\langle f\\mathbb{1}, \\sin u \\rangle,$$\n", + "where $\\mathbb{1}$ is the dual one $0$-cochain, $k := \\mathbb{1}_{\\text{int}} \\odot \\star d^\\star u$ is the primal $0$-cochain that encodes the (discrete) curvatures on the nodes and $\\mathbb{1}_{\\text{int}}$ is the primal $0$-cochain that is identically $1$ on the interior and $0$ on the boundary nodes." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "c7d74298-6d9e-46ef-bcd9-093fca5d09bc", + "metadata": {}, + "outputs": [], + "source": [ + "def obj(u):\n", + " \"\"\"Computes the total potential energy.\n", + "\n", + " Args:\n", + " u: current configuration angles.\n", + "\n", + " Returns:\n", + " value of the energy.\n", + " \"\"\"\n", + " # apply bc at left end\n", + " u = jnp.insert(u, 0, u_true[0])\n", + " u_coch = C.CochainD0(complex=S, coeffs=u)\n", + "\n", + " # curvature at internal nodes\n", + " curvature = C.cochain_mul(int_coch, C.star(C.coboundary(u_coch)))\n", + "\n", + " # bending moment\n", + " moment = curvature\n", + "\n", + " # potential of the applied load\n", + " A_coch = C.scalar_mul(ones_coch, A)\n", + " load = C.inner(C.sin(u_coch), A_coch)\n", + "\n", + " energy = 0.5*C.inner(moment, curvature) - load\n", + "\n", + " return energy" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "290b4d1f-ed0e-48f5-9eb9-01275d430ba9", + "metadata": {}, + "outputs": [], + "source": [ + "prb = optctrl.OptimizationProblem(\n", + " dim=num_elements-1, state_dim=num_elements-1, objfun=obj)\n", + "\n", + "prb.set_obj_args({})\n", + "sol = prb.solve(x0=u_0)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "8d550ca9-57a5-438c-855f-f34f0ab62fbd", + "metadata": {}, + "outputs": [], + "source": [ + "u = jnp.insert(sol, 0, u_true[0])\n", + "\n", + "x, y = reconstruct_xy(u, h, num_nodes)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "a020f353-556e-4f83-8bc2-e91ee7d39fb8", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(1, figsize=(12, 5))\n", + "_, ax = plt.subplots(1, 2, num=1)\n", + "\n", + "# plot (x,y) true and (x,y) predicted\n", + "ax[0].scatter(x,y, s=10, c=\"r\", label=\"Data\")\n", + "ax[0].plot(x_true, y_true, label=\"Solution\")\n", + "ax[0].legend()\n", + "ax[0].grid()\n", + "ax[0].set_xlabel(r\"$x$\")\n", + "ax[0].set_ylabel(r\"$y$\")\n", + "ax[0].set_title(\"Deformed rod\")\n", + "\n", + "# u_true vs u_predicted plot\n", + "u_min = min(u_true.min(), u.min())\n", + "u_max = max(u_true.max(), u.max())\n", + "ax[1].scatter(u_true, u)\n", + "ax[1].grid()\n", + "ax[1].plot([u_min, u_max], [u_min, u_max], \"k--\", linewidth=1)\n", + "ax[1].set_xlabel(r\"$u_{true}$\")\n", + "ax[1].set_ylabel(r\"$u_{sol}$\")\n", + "ax[1].set_title(\"True-predicted plot\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "1c75f436-76c3-4dec-baf5-a60bc8edc9be", + "metadata": {}, + "source": [ + "## Non-variational formulation" + ] + }, + { + "cell_type": "markdown", + "id": "314f4414-e7f0-4c32-99a7-fbd48383a65f", + "metadata": {}, + "source": [ + "Computing the first variation of the discrete elastica energy, we obtain the discrete Euler's Elastica equation:\n", + "$$\\delta \\star k - f \\cos(u) = 0,$$\n", + "which is equivalent, using the definition of the codifferential, to\n", + "$$-\\star d k - f \\cos(u) = 0.$$" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "e3580f9f-fcd2-4f3e-b8d2-f20acce5f7a9", + "metadata": {}, + "outputs": [], + "source": [ + "def obj(x):\n", + " # apply Dirichlet BC at left end\n", + " u = jnp.insert(x, 0, u_true[0])\n", + " u_coch = C.CochainD0(S, u)\n", + "\n", + " # dimensionless curvature at primal nodes (primal 0-cochain)\n", + " du = C.coboundary(u_coch)\n", + " curv = C.cochain_mul(int_coch, C.star(du))\n", + "\n", + " load = C.scalar_mul(C.cos(u_coch), A)\n", + "\n", + " # dimensionless bending moment\n", + " moment = curv\n", + "\n", + " residual = C.sub(C.codifferential(C.star(moment)), load)\n", + "\n", + " return jnp.linalg.norm(residual.coeffs[1:])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "56c51252-73bf-4cdd-976c-4632f47949da", + "metadata": {}, + "outputs": [], + "source": [ + "prb = optctrl.OptimizationProblem(\n", + " dim=num_elements-1, state_dim=num_elements-1, objfun=obj)\n", + "\n", + "prb.set_obj_args({})\n", + "sol = prb.solve(x0=u_0)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "360bdada-720a-4a02-ae65-09a3de5dd707", + "metadata": {}, + "outputs": [], + "source": [ + "u = jnp.insert(sol, 0, u_true[0])\n", + "\n", + "x, y = reconstruct_xy(u, h, num_nodes)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "a8b02125-91db-404a-ab64-8e800c933c22", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(1, figsize=(12, 5))\n", + "_, ax = plt.subplots(1, 2, num=1)\n", + "\n", + "# plot (x,y) true and (x,y) predicted\n", + "ax[0].scatter(x,y, s=10, c=\"r\", label=\"Data\")\n", + "ax[0].plot(x_true, y_true, label=\"Solution\")\n", + "ax[0].legend()\n", + "ax[0].grid()\n", + "ax[0].set_xlabel(r\"$x$\")\n", + "ax[0].set_ylabel(r\"$y$\")\n", + "ax[0].set_title(\"Deformed rod\")\n", + "\n", + "# u_true vs u_predicted plot\n", + "u_min = min(u_true.min(), u.min())\n", + "u_max = max(u_true.max(), u.max())\n", + "ax[1].scatter(u_true, u)\n", + "ax[1].plot([u_min, u_max], [u_min, u_max], \"k--\", linewidth=1)\n", + "ax[1].grid()\n", + "ax[1].set_xlabel(r\"$u_{true}$\")\n", + "ax[1].set_ylabel(r\"$u_{sol}$\")\n", + "ax[1].set_title(\"True-predicted plot\")\n", + "plt.show()" + ] + } + ], + "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": "3.13.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/tutorials/linear_elasticity.ipynb b/tutorials/linear_elasticity.ipynb new file mode 100644 index 0000000..b6c4b7e --- /dev/null +++ b/tutorials/linear_elasticity.ipynb @@ -0,0 +1,686 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "01d1123b-b48c-49df-aa52-b6bfeba57bd5", + "metadata": {}, + "source": [ + "# 2D Linear Elasticity" + ] + }, + { + "cell_type": "markdown", + "id": "20af0304-93e9-4c99-a7dc-fa6da3f2502f", + "metadata": {}, + "source": [ + "Continuous linear elasticity describes the small deformations of an elastic body under applied loads. Let $\\Omega \\subset \\mathbb{R}^d$ be the reference configuration of the body, and let $u : \\Omega \\to \\mathbb{R}^d$ denote the displacement field. Under the assumptions of small strains and linear material response, the infinitesimal strain tensor is defined as\n", + "$$\\boldsymbol{E}(u) = \\tfrac{1}{2}\\left(\\nabla u + \\nabla u^\\top\\right).$$\n", + "\n", + "The corresponding Cauchy stress tensor for isotropic material is \n", + "$$\\boldsymbol{S}(u) = 2\\mu\\, \\boldsymbol{E}(u) + \\lambda \\, \\mathrm{tr}\\!\\left(\\boldsymbol{E}(u)\\right)\\, I,$$\n", + "where $\\lambda$ and $\\mu$ are the Lamé parameters, $\\mathrm{tr}(\\cdot)$ denotes the trace operator, and $I$ is the identity tensor.\n", + "\n", + "The strong form of the linear elasticity problem consists in finding $u$ such that\n", + "$$-\\text{div}(\\boldsymbol{S}(u)) = f \\quad \\text{in } \\Omega,$$\n", + "together with appropriate Dirichlet (prescribed displacement) and Neumann (prescribed traction) boundary conditions.\n", + "\n", + "We will also consider the variational (weak) formulation: in the case of Dirichlet BC, find $u$ in a suitable function space such that\n", + "$$u = \\text{argmin}_v \\int_\\Omega \\boldsymbol{E}(v) \\cdot \\boldsymbol{S}(v)\\,\\mathrm{d}x - \\int_\\Omega v \\cdot f\\,\\mathrm{d}x,$$\n", + "where $v$ denotes admissible test functions. This formulation can be interpreted as the first-order optimality condition of the total elastic energy and forms the basis of most numerical methods.\n", + "\n", + "In this notebook, we will solve the linear elasticity problem using **Discrete Exterior Calculus (DEC)**. By expressing the governing equations and the variational formulation in terms of discrete differential forms and Hodge star operators, DEC provides a geometrically consistent and structure-preserving framework for discretizing linear elasticity on simplicial complexes." + ] + }, + { + "cell_type": "markdown", + "id": "1b95f851-4bda-4b0a-905c-d69023dd25bb", + "metadata": {}, + "source": [ + "## Imports and config setup" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "ce787e34-720c-4ca9-9e81-1b0d1e2fc85c", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "from dctkit.mesh import util\n", + "from dctkit.math.opt import optctrl\n", + "from dctkit.physics.elasticity import LinearElasticity\n", + "import dctkit as dt\n", + "import pygmsh\n", + "import jax.numpy as jnp\n", + "from functools import partial\n", + "import matplotlib.pyplot as plt\n", + "import dctkit.dec.cochain as C\n", + "from dctkit.dec.flat import *" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "0632aa19-7686-4853-beae-cff36f2d9f77", + "metadata": {}, + "outputs": [], + "source": [ + "dt.config()" + ] + }, + { + "cell_type": "markdown", + "id": "68f0cb40-c1db-49c2-971c-9186e5408751", + "metadata": {}, + "source": [ + "## Simplicial complex, test problem and boundary conditions" + ] + }, + { + "cell_type": "markdown", + "id": "93933334-a489-4e6e-a9e2-48c6ec447e78", + "metadata": {}, + "source": [ + "First of all we create the 2-simplicial complex, which in this case is the discretization of the unit square $[0,1]^2$. We then consider the deformation scenario called **uniaxial tension**, in which both the stress and strain tensors are constants and are given by\n", + "$$\\boldsymbol{S}_{pt} =\n", + "\\begin{bmatrix}\n", + "s & 0 \\\\\n", + "0 & 0\n", + "\\end{bmatrix}, \\quad \\boldsymbol{E}_{pt} =\n", + "\\begin{bmatrix}\n", + "\\varepsilon & 0 \\\\\n", + "0 & \\ell\n", + "\\end{bmatrix},$$\n", + "where $s = 2\\mu\\varepsilon + \\lambda(\\varepsilon + \\ell)$, and $\\ell = - \\lambda\\varepsilon/(2\\mu + \\lambda)$." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "4b1dbde0-a4d5-4d0c-85cb-2c1a2d35b403", + "metadata": {}, + "outputs": [], + "source": [ + "lc = 0.2\n", + "L = 1.\n", + "with pygmsh.geo.Geometry() as geom:\n", + " p = geom.add_polygon([[0., 0.], [L, 0.], [L, L], [0., L]], mesh_size=lc)\n", + " # create a default physical group for the boundary lines\n", + " geom.add_physical(p.lines, label=\"boundary\")\n", + " geom.add_physical(p.lines[1], label=\"right\")\n", + " geom.add_physical(p.lines[3], label=\"left\")\n", + " mesh = geom.generate_mesh()\n", + "\n", + "S = util.build_complex_from_mesh(mesh)\n", + "S.get_hodge_star()\n", + "S.get_flat_DPD_weights()\n", + "S.get_flat_DPP_weights()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4bb7289b-7555-4897-b85f-97f5240c3ed9", + "metadata": {}, + "outputs": [], + "source": [ + "ref_node_coords = S.node_coords\n", + "\n", + "bnd_edges_idx = S.boundary_simplices[S.dim-1]\n", + "left_bnd_nodes_idx = util.get_nodes_for_physical_group(mesh, 1, \"left\")\n", + "right_bnd_nodes_idx = util.get_nodes_for_physical_group(mesh, 1, \"right\")\n", + "left_bnd_edges_idx = util.get_edges_for_physical_group(S, mesh, \"left\")\n", + "right_bnd_edges_idx = util.get_edges_for_physical_group(S, mesh, \"right\")\n", + "\n", + "bot_left_corn_idx = left_bnd_nodes_idx.index(0)\n", + "bottom_left_corner = left_bnd_nodes_idx[bot_left_corn_idx]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6b566325-a7be-42fb-a52d-6003dad996e4", + "metadata": {}, + "outputs": [], + "source": [ + "mu_ = 1.\n", + "lambda_ = 10.\n", + "true_strain_xx = 0.5\n", + "true_strain_yy = -(lambda_/(2*mu_+lambda_))*true_strain_xx\n", + "true_curr_node_coords = S.node_coords.copy()\n", + "true_curr_node_coords[:, 0] *= 1 + true_strain_xx\n", + "true_curr_node_coords[:, 1] *= 1 + true_strain_yy\n", + "left_bnd_pos_components = [0]\n", + "right_bnd_pos_components = [0]" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "cfa5ec3b-73d8-4d5a-a26a-82f34c075cf5", + "metadata": {}, + "outputs": [], + "source": [ + "left_bnd_nodes_pos = ref_node_coords[left_bnd_nodes_idx,\n", + " :][:, left_bnd_pos_components]\n", + "right_bnd_nodes_pos = true_curr_node_coords[right_bnd_nodes_idx,\n", + " :][:, right_bnd_pos_components]\n", + "bottom_left_corner_pos = ref_node_coords[bottom_left_corner, :]" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "2ac2b4bf-a221-4f2c-9fec-bb060a0012d4", + "metadata": {}, + "outputs": [], + "source": [ + "boundary_values = {\"0\": (left_bnd_nodes_idx + right_bnd_nodes_idx,\n", + " np.vstack((left_bnd_nodes_pos,\n", + " right_bnd_nodes_pos)).flatten()),\n", + " \":\": (bottom_left_corner, bottom_left_corner_pos)}\n", + "\n", + "idx_free_edges = list(set(bnd_edges_idx) -\n", + " set(right_bnd_edges_idx) - set(left_bnd_edges_idx))\n", + "left_right_edges_idx = left_bnd_edges_idx+right_bnd_edges_idx\n", + "bnd_tractions_free_values = np.zeros((len(idx_free_edges), 2), dtype=dt.float_dtype)\n", + "bnd_tractions_left_right_values = np.zeros(\n", + " (len(left_right_edges_idx)), dtype=dt.float_dtype)\n", + "\n", + "boundary_tractions = {':': (idx_free_edges, bnd_tractions_free_values),\n", + " '1': (left_right_edges_idx, bnd_tractions_left_right_values)}\n", + "\n", + "gamma = 100000." + ] + }, + { + "cell_type": "markdown", + "id": "840b021b-744a-462c-8387-07c8a94b121d", + "metadata": {}, + "source": [ + "## Utils" + ] + }, + { + "cell_type": "markdown", + "id": "0264ab02-91da-4d27-87eb-0355daa74d3e", + "metadata": {}, + "source": [ + "Now we define the scripts needed to compute the strain and stress tensors. They are computed as in the continous formulation starting from the deformation gradient, which is computed using the class method `get_deformation_gradient`" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "89a13481-d4fb-47f8-9aa8-ed86a49d16ae", + "metadata": {}, + "outputs": [], + "source": [ + "def get_infinitesimal_strain(node_coords):\n", + " \"\"\"Compute the discrete strain tensor given the current node coordinates.\n", + "\n", + " Args:\n", + " node_coords: current node coordinates.\n", + "\n", + " Returns:\n", + " the discrete infinitesimal strain tensor.\n", + "\n", + " \"\"\"\n", + " # compute the deformation gradient\n", + " num_faces = S.S[2].shape[0]\n", + " F = S.get_deformation_gradient(node_coords)\n", + " # epsilon = 1/2(F + F^T) - I\n", + " epsilon = 1/2 * (F + jnp.transpose(F, axes=(0, 2, 1))) - \\\n", + " jnp.stack([jnp.identity(2)]*num_faces)\n", + " return epsilon\n", + "\n", + "def get_stress(strain):\n", + " \"\"\"Compute the discrete stress tensor from strains using the consistutive\n", + " equation for isotropic linear elastic materials.\n", + "\n", + " Args:\n", + " strain: discrete strain tensor.\n", + "\n", + " Returns:\n", + " the discrete stress tensor.\n", + "\n", + " \"\"\"\n", + " num_faces = S.S[2].shape[0]\n", + " tr_strain = jnp.trace(strain, axis1=1, axis2=2)\n", + " # get the stress via the consistutive equation for isotropic linear\n", + " # elastic materials\n", + " stress = 2.*mu_*strain + lambda_*tr_strain[:, None, None] * \\\n", + " jnp.stack([jnp.identity(2)]*num_faces)\n", + " return stress\n", + "\n", + "def get_penalty_displacement_bc(node_coords, boundary_values, gamma):\n", + " \"\"\"Set displacement boundary conditions as a quadratic penalty term.\n", + "\n", + " Args:\n", + " node_coords: node coordinates of the current configuration.\n", + " boundary_values: a dictionary of tuples. Each key represent the type of\n", + " coordinate to manipulate (x,y, or both), while each tuple consists of\n", + " two np.arrays in which the first encodes the indices of boundary\n", + " values, while the last encodes the boundary values themselves.\n", + " gamma: penalty factor.\n", + "\n", + " Return:\n", + " the penalty term.\n", + " \"\"\"\n", + " penalty = 0.\n", + " for key in boundary_values:\n", + " idx, values = boundary_values[key]\n", + " if key == \":\":\n", + " penalty += jnp.sum((node_coords[idx, :] - values)**2)\n", + " else:\n", + " penalty += jnp.sum((node_coords[idx, int(key)] - values)**2)\n", + " return gamma*penalty\n", + "\n", + "def set_boundary_tractions(forces,boundary_tractions):\n", + " \"\"\"Set the boundary tractions on primal edges.\n", + "\n", + " Args:\n", + " forces: vector-valued primal 1-cochain containing forces acting on primal\n", + " edges.\n", + " boundary_tractions: a dictionary of tuples. Each key represent the type\n", + " of coordinate to manipulate (x,y, or both), while each tuple consists\n", + " of two jax arrays, in which the first encordes the indices where we\n", + " want to impose the boundary tractions, while the last encodes the\n", + " boundary traction values themselves.\n", + "\n", + " Returns:\n", + " the updated force 1-cochain.\n", + "\n", + " \"\"\"\n", + " for key in boundary_tractions:\n", + " idx, values = boundary_tractions[key]\n", + " if key == \":\":\n", + " forces.coeffs = forces.coeffs.at[idx, :].set(values)\n", + " else:\n", + " forces.coeffs = forces.coeffs.at[idx, int(key)].set(values)\n", + " return forces" + ] + }, + { + "cell_type": "markdown", + "id": "9e2a35e5-7d46-458b-9c3c-1220777d0261", + "metadata": {}, + "source": [ + "## Variational Formulation" + ] + }, + { + "cell_type": "markdown", + "id": "be416088-96f0-4c86-90eb-82d4af68187e", + "metadata": {}, + "source": [ + "In the DEC framework, $\\boldsymbol{S}$ and $\\boldsymbol{E}$ are defined as dual tensor-valued 0-cochains, while $u$ and $f$ are primal vector-valued 0-cochains. The variational DEC-formulation can be written as\n", + "$$\\mathcal{E}_{LE} := \\frac{1}{2} \\langle \\boldsymbol{S}, \\boldsymbol{E} \\rangle - \\langle u, f \\rangle.$$" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "526a4a57-5e12-4e8c-95df-41cc4bc3b5d7", + "metadata": {}, + "outputs": [], + "source": [ + "def elasticity_energy(node_coords, f):\n", + " \"\"\"Compute the elasticity energy of isotropic linear elastic materials\n", + " in 2D with no body force using DEC framework.\n", + "\n", + " Args:\n", + " node_coords: primal vector valued 0-cochain of node coordinates\n", + " of the current configuration.\n", + " f: primal vector-valued 0-cochain of sources.\n", + "\n", + " Returns:\n", + " the energy.\n", + " \"\"\"\n", + " strain = get_infinitesimal_strain(node_coords=node_coords.coeffs)\n", + " stress = get_stress(strain=strain)\n", + " strain_cochain = C.CochainD0(S, strain)\n", + " stress_cochain = C.CochainD0(S, stress)\n", + " ref_node_coords = C.CochainP0(S, S.node_coords)\n", + " displacement = C.sub(node_coords, ref_node_coords)\n", + " elastic_energy = 0.5 * \\\n", + " C.inner(strain_cochain, stress_cochain) - \\\n", + " C.inner(displacement, f)\n", + " return elastic_energy" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "6c1e8079-4008-4688-8200-7d34c079be73", + "metadata": {}, + "outputs": [], + "source": [ + "def obj_linear_elasticity_energy(node_coords, f, gamma, boundary_values):\n", + " \"\"\"\n", + " Objective function of the optimization problem associated to linear elasticity\n", + " (energy formulation) with Dirichlet boundary conditions on a portion of the\n", + " boundary.\n", + "\n", + " Args:\n", + " node_coords: 1-dimensional array obtained after flattening the matrix with\n", + " node coordinates arranged row-wise.\n", + " f: matrix of external sources (constant term of the system).\n", + " gamma: penalty factor.\n", + " boundary_values: a dictionary of tuples. Each key represent the type\n", + " of coordinate to manipulate (x,y, or both), while each tuple consists\n", + " of two np.arrays in which the first encodes the indices of boundary\n", + " values, while the last encodes the boundary values themselves.\n", + "\n", + " Returns:\n", + " the value of the objective function at node_coords.\n", + " \"\"\"\n", + " node_coords_reshaped = node_coords.reshape(S.node_coords.shape)\n", + " node_coords_coch = C.CochainP0(complex=S, coeffs=node_coords_reshaped)\n", + " f_coch = C.CochainP0(complex=S, coeffs=f)\n", + " elastic_energy = elasticity_energy(node_coords_coch, f_coch)\n", + " penalty = get_penalty_displacement_bc(node_coords=node_coords_reshaped,\n", + " boundary_values=boundary_values,\n", + " gamma=gamma)\n", + " energy = elastic_energy + penalty\n", + " return energy" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "c2c7fa61-ee13-4580-bdfb-a22d5f060bd3", + "metadata": {}, + "outputs": [], + "source": [ + "num_faces = S.S[2].shape[0]\n", + "embedded_dim = S.space_dim\n", + "f = np.zeros((S.num_nodes, embedded_dim))\n", + "obj = obj_linear_elasticity_energy\n", + "obj_args = {'f': f, 'gamma': gamma, 'boundary_values': boundary_values}\n", + "x0 = S.node_coords.flatten()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "23ad1d0e-8cf8-4ac9-923c-0cea5c38c94f", + "metadata": {}, + "outputs": [], + "source": [ + "prb = optctrl.OptimizationProblem(dim=len(x0), state_dim=len(x0), objfun=obj)\n", + "prb.set_obj_args(obj_args)\n", + "sol = prb.solve(x0=x0, ftol_abs=1e-12, ftol_rel=1e-12, maxeval=100000)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "44678bdc-8d9b-4a50-ae48-e0b70d5e3db9", + "metadata": {}, + "outputs": [], + "source": [ + "curr_node_coords = sol.reshape(S.node_coords.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "2e767f84-6f2c-45ad-b08e-a67e319709e4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Reference configuration\n", + "plt.triplot(\n", + " ref_node_coords[:, 0],\n", + " ref_node_coords[:, 1],\n", + " triangles=S.S[2],\n", + " linewidth=1.0,\n", + " label=\"Reference nodes\"\n", + ")\n", + "\n", + "# True current configuration\n", + "plt.triplot(\n", + " true_curr_node_coords[:, 0],\n", + " true_curr_node_coords[:, 1],\n", + " triangles=S.S[2],\n", + " linewidth=1.5,\n", + " label=\"True current nodes\"\n", + ")\n", + "\n", + "# Predicted current configuration (highlighted)\n", + "plt.triplot(\n", + " curr_node_coords[:, 0],\n", + " curr_node_coords[:, 1],\n", + " triangles=S.S[2],\n", + " linewidth=2.5,\n", + " label=\"Predicted current nodes\",\n", + " linestyle=\"--\",\n", + ")\n", + "\n", + "# Axis labels and formatting\n", + "plt.xlabel(\"x\")\n", + "plt.ylabel(\"y\")\n", + "plt.axis(\"equal\")\n", + "plt.legend()\n", + "plt.tight_layout()\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "6ea01669-3af4-4001-8226-aca5155dfb5c", + "metadata": {}, + "source": [ + "## Non-variational formulation" + ] + }, + { + "cell_type": "markdown", + "id": "0d691f94-483c-4639-8ae6-7c418ec929b8", + "metadata": {}, + "source": [ + "In this case, the strong form equation assumes the following form in the DEC framework:\n", + "$$d(\\star \\flat \\boldsymbol{S}) + f = 0,$$\n", + "where $\\flat$ is the DPD flat operator firstly introduced in [Hirani 2003](https://www.cs.jhu.edu/~misha/Fall09/Hirani03.pdf)." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "fc4dd5e1-0ecf-4089-aab6-d4d7fb43a10d", + "metadata": {}, + "outputs": [], + "source": [ + "def force_balance_residual_primal(node_coords, f, boundary_tractions):\n", + " \"\"\"Compute the residual of the discrete balance equation in the case\n", + " of isotropic linear elastic materials in 2D using DEC framework.\n", + "\n", + " Args:\n", + " node_coords: primal vector valued 0-cochain of node coordinates of the\n", + " current configuration.\n", + " f: primal vector-valued 2-cochain of sources.\n", + " boundary_tractions: a dictionary of tuples. Each key represent the type\n", + " of coordinate to manipulate (x,y, or both), while each tuple consists\n", + " of two jax arrays, in which the first encordes the indices where we\n", + " want to impose the boundary tractions, while the last encodes the\n", + " boundary traction values themselves.\n", + "\n", + " Returns:\n", + " the residual vector-valued cochain.\n", + "\n", + " \"\"\"\n", + " strain = get_infinitesimal_strain(node_coords=node_coords.coeffs)\n", + " stress = get_stress(strain=strain)\n", + " stress_tensor = C.CochainD0T(complex=S, coeffs=stress)\n", + " stress_integrated = flat_DPD(stress_tensor)\n", + " forces = C.star(stress_integrated)\n", + " # set tractions on given sub-portions of the boundary\n", + " forces_bnd_update = set_boundary_tractions(forces, boundary_tractions)\n", + " residual = C.add(C.coboundary(forces_bnd_update), f)\n", + " return residual\n", + "\n", + "\n", + "\n", + "\n", + "def obj_linear_elasticity_primal(node_coords, f, gamma, boundary_values, boundary_tractions):\n", + " \"\"\"\n", + " Objective function of the optimization problem associated to linear\n", + " elasticity balance equation with Dirichlet boundary conditions on a portion\n", + " of the boundary.\n", + "\n", + " Args:\n", + " node_coords: 1-dimensional array obtained after flattening the matrix with\n", + " node coordinates arranged row-wise.\n", + " f: matrix of external sources (constant term of the system).\n", + " gamma: penalty factor.\n", + " boundary_values: a dictionary of tuples. Each key represent the type of\n", + " coordinate to manipulate (x,y, or both), while each tuple consists of\n", + " two np.arrays in which the first encodes the indices of boundary\n", + " values, while the last encodes the boundary values themselves.\n", + " boundary_tractions: a dictionary of tuples. Each key represent the type\n", + " of coordinate to manipulate (x,y, or both), while each tuple consists\n", + " of two jax arrays, in which the first encordes the indices where we want\n", + " to impose the boundary tractions, while the last encodes the boundary\n", + " traction values themselves. It is None when we perform the force balance\n", + " on dual cells.\n", + "\n", + " Returns:\n", + " the value of the objective function at node_coords.\n", + "\n", + " \"\"\"\n", + " node_coords_reshaped = node_coords.reshape(S.node_coords.shape)\n", + " node_coords_coch = C.CochainP0(complex=S, coeffs=node_coords_reshaped)\n", + " f_coch = C.CochainP2(complex=S, coeffs=f)\n", + " residual = force_balance_residual_primal(\n", + " node_coords_coch, f_coch, boundary_tractions).coeffs\n", + " penalty = get_penalty_displacement_bc(node_coords=node_coords_reshaped,\n", + " boundary_values=boundary_values,\n", + " gamma=gamma)\n", + " energy = jnp.sum(residual**2) + penalty\n", + " return energy" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "464ff886-e5fd-4c47-8746-e6e5968ef699", + "metadata": {}, + "outputs": [], + "source": [ + "num_faces = S.S[2].shape[0]\n", + "embedded_dim = S.space_dim\n", + "f = np.zeros((num_faces, (embedded_dim-1)))\n", + "obj = obj_linear_elasticity_primal\n", + "obj_args = {'f': f,\n", + " 'gamma': gamma,\n", + " 'boundary_values': boundary_values,\n", + " 'boundary_tractions': boundary_tractions}\n", + "x0 = S.node_coords.flatten()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "acdb9d9b-2822-466e-ae37-00c6182a9230", + "metadata": {}, + "outputs": [], + "source": [ + "prb = optctrl.OptimizationProblem(dim=len(x0), state_dim=len(x0), objfun=obj)\n", + "prb.set_obj_args(obj_args)\n", + "sol = prb.solve(x0=x0, ftol_abs=1e-12, ftol_rel=1e-12, maxeval=100000)\n", + "curr_node_coords = sol.reshape(S.node_coords.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "6c5432ad-6cd0-439c-982f-cfafcfc44eef", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Reference configuration\n", + "plt.triplot(\n", + " ref_node_coords[:, 0],\n", + " ref_node_coords[:, 1],\n", + " triangles=S.S[2],\n", + " linewidth=1.0,\n", + " label=\"Reference nodes\"\n", + ")\n", + "\n", + "# True current configuration\n", + "plt.triplot(\n", + " true_curr_node_coords[:, 0],\n", + " true_curr_node_coords[:, 1],\n", + " triangles=S.S[2],\n", + " linewidth=1.5,\n", + " label=\"True current nodes\"\n", + ")\n", + "\n", + "# Predicted current configuration (highlighted)\n", + "plt.triplot(\n", + " curr_node_coords[:, 0],\n", + " curr_node_coords[:, 1],\n", + " triangles=S.S[2],\n", + " linewidth=2.5,\n", + " label=\"Predicted current nodes\",\n", + " linestyle=\"--\",\n", + ")\n", + "\n", + "# Axis labels and formatting\n", + "plt.xlabel(\"x\")\n", + "plt.ylabel(\"y\")\n", + "plt.axis(\"equal\")\n", + "plt.legend()\n", + "plt.tight_layout()\n", + "\n", + "plt.show()" + ] + } + ], + "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": "3.13.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/tutorials/poisson.ipynb b/tutorials/poisson.ipynb new file mode 100644 index 0000000..b9baab0 --- /dev/null +++ b/tutorials/poisson.ipynb @@ -0,0 +1,669 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "7ff4f4a7-29e8-4c81-b995-8e895a0db66c", + "metadata": {}, + "source": [ + "# 2D Poisson Equation" + ] + }, + { + "cell_type": "markdown", + "id": "acc6aca5-da53-4234-95e4-1c9e6dc9a13d", + "metadata": {}, + "source": [ + "The **Poisson equation** is a fundamental partial differential equation (PDE) in mathematical physics, describing phenomena such as electrostatics, heat distribution, and fluid flow. In two dimensions, it is typically written as:\n", + "\n", + "$$-\\Delta u(x, y) = f(x, y), \\quad (x, y) \\in \\Omega,$$\n", + "\n", + "with appropriate boundary conditions on the domain $\\Omega \\subset \\mathbb{R}^2$.\n", + "\n", + "In this notebook, we approach the Poisson problem using **Discrete Exterior Calculus (DEC)**, a geometric framework for discretizing differential forms and operators on meshes. DEC provides a natural way to encode the underlying geometric and topological structure of PDEs, offering advantages such as:\n", + "\n", + "- Coordinate-free formulation suitable for arbitrary meshes.\n", + "- Exact representation of key geometric operators like the exterior derivative and Hodge star.\n", + "- Preservation of fundamental properties like divergence-free fields and Stokes' theorem at the discrete level.\n", + "\n", + "Here, we will:\n", + "\n", + "1. Define a 2D mesh representing the computational domain.\n", + "2. Assemble and solve the linear system corresponding to the Poisson equation.\n", + "3. Visualize the solution and examine convergence behavior.\n", + "\n", + "By the end of this notebook, you will have a working DEC-based solver for the 2D Poisson equation and a deeper understanding of how discrete differential geometry can be used for PDEs on complex domains." + ] + }, + { + "cell_type": "markdown", + "id": "4ef40cea-4a9d-4325-ae81-df8ac64e04a6", + "metadata": {}, + "source": [ + "## Imports" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "3ba72518-0e42-4ab6-bc2a-81e3f591ebee", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import jax.numpy as jnp\n", + "import jax\n", + "import dctkit as dt\n", + "from dctkit.mesh import util\n", + "from dctkit.physics import poisson as p\n", + "from dctkit.dec import cochain as C\n", + "from dctkit.math.opt import optctrl as oc\n", + "from functools import partial\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib import tri\n", + "import pyvista as pv\n", + "from pyvista import themes" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "5d79c656-befe-4b3d-9cac-b9ff9ef4097c", + "metadata": {}, + "outputs": [], + "source": [ + "# this must be called at the beginning of every script using dctkit\n", + "# to set the floating point precision\n", + "dt.config()" + ] + }, + { + "cell_type": "markdown", + "id": "b626204a-627f-40e4-b520-ff70c03161a5", + "metadata": {}, + "source": [ + "## Complex generation and plotting" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "27f62717-6e73-44ee-9135-b25c923d6968", + "metadata": {}, + "outputs": [], + "source": [ + "lc = 0.2\n", + "\n", + "mesh, _ = util.generate_square_mesh(lc)\n", + "S = util.build_complex_from_mesh(mesh)\n", + "S.get_hodge_star()\n", + "bnodes = mesh.cell_sets_dict[\"boundary\"][\"line\"]\n", + "node_coord = S.node_coords" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "dfd5f945-2039-441c-8052-f73fd622f226", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# mesh plot\n", + "plt.triplot(S.node_coords[:, 0], S.node_coords[:, 1], triangles=S.S[2], linewidth=0.5)\n", + "plt.xlabel(\"x\")\n", + "plt.ylabel(\"y\")\n", + "plt.title(\"Simplicial complex\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "30aa923f-4128-4bee-bbf9-7a312ed0d40e", + "metadata": {}, + "outputs": [], + "source": [ + "k = 1.\n", + "\n", + "# NOTE: exact solution of Delta u + f = 0\n", + "u_true = np.array(node_coord[:, 0]**2 + node_coord[:, 1]\n", + " ** 2, dtype=dt.float_dtype)\n", + "b_values = u_true[bnodes]\n", + "\n", + "boundary_values = (np.array(bnodes, dtype=dt.int_dtype), b_values)\n", + "\n", + "num_nodes = S.num_nodes\n", + "f_vec = -4.*np.ones((num_nodes, 1), dtype=dt.float_dtype)\n", + "f = C.Cochain(0, True, S, f_vec)\n", + "star_f = C.star(f)\n", + "\n", + "mask = np.ones((num_nodes, 1), dtype=dt.float_dtype)\n", + "mask[bnodes, :] = 0.\n", + "\n", + "# initial guess (notice that this is a row vector)\n", + "u_0 = 0.01*np.random.rand(num_nodes).astype(dt.float_dtype)\n", + "u_0 = np.array(u_0, dtype=dt.float_dtype)\n", + "\n", + "# penalty parameter\n", + "gamma = 1000." + ] + }, + { + "cell_type": "markdown", + "id": "7f282bae-f7d0-48f2-bb58-2e76553b9287", + "metadata": {}, + "source": [ + "## Variational Formulation" + ] + }, + { + "cell_type": "markdown", + "id": "59d5f42a-f205-4902-8ea9-c8ddc8d9cd7d", + "metadata": {}, + "source": [ + "In the continuous setting, the Poisson equation can be derived as the stationarity condition of the **Dirichlet functional**, which consists of two parts: the $L^2$ norm of the gradient of the unknown field, and the $L^2$ inner product between the unknown and the source term. \n", + "\n", + "In our setting, we can define a corresponding **discrete Dirichlet energy** by representing the unknown $u$ and source $f$ as primal scalar-valued $0$-cochains:\n", + "\n", + "$$\\mathcal{E}_{\\mathrm{p}}(u) = \\frac{1}{2} \\langle du, du \\rangle - \\langle u, f \\rangle\n", + "= \\frac{1}{2} \\langle \\delta du, u \\rangle - \\langle u, f \\rangle.$$\n", + "\n", + "Here, $du$ is the coboundary of $u$, a primal 1-cochain whose entries approximate the integral of the gradient along mesh edges. Each term in this discrete energy retains the same **physical and geometric meaning** as in the continuous case." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "0bdd5991-dcc2-489d-867f-a4d182316d76", + "metadata": {}, + "outputs": [], + "source": [ + "def energy_poisson(x, f, k, boundary_values, gamma):\n", + " pos, value = boundary_values\n", + " f_coch = C.CochainP0(S, f)\n", + " u = C.CochainP0(S, x)\n", + " du = C.coboundary(u)\n", + " norm_grad = k/2*C.inner(du, du)\n", + " bound_term = -C.inner(u, f_coch)\n", + " penalty = 0.5*gamma*np.sum((x[pos] - value)**2)\n", + " energy = norm_grad + bound_term + penalty\n", + " return energy" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "cc13812d-e44e-4564-a50f-c81f24f33219", + "metadata": {}, + "outputs": [], + "source": [ + "obj = partial(p.energy_poisson, S=S)\n", + "args = {'f': f_vec, 'k': k, 'boundary_values': boundary_values, 'gamma': gamma}" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "7acd56bb-cdb0-451a-831e-7136be2fcbb4", + "metadata": {}, + "outputs": [], + "source": [ + "prb = oc.OptimizationProblem(dim=num_nodes, state_dim=num_nodes, objfun=obj)\n", + "prb.set_obj_args(args)\n", + "u_var = prb.solve(u_0, algo=\"lbfgs\").astype(dt.float_dtype)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "878fe019-d6fa-402a-9a81-c5adf4411896", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# contour plot\n", + "triang = tri.Triangulation(S.node_coords[:, 0], S.node_coords[:, 1], S.S[2])\n", + "plt.figure(1, figsize=(22.5, 5))\n", + "_, ax = plt.subplots(1, 3, num=1)\n", + "\n", + "vmin = min(u_true.min(), u_var.min())\n", + "vmax = max(u_true.max(), u_var.max())\n", + "\n", + "u_true_plot = ax[0].tricontourf(\n", + " triang, u_true, cmap=\"RdBu\", vmin=vmin, vmax=vmax, levels=100\n", + ")\n", + "u_plot = ax[1].tricontourf(\n", + " triang, u_var, cmap=\"RdBu\", vmin=vmin, vmax=vmax, levels=100\n", + ")\n", + "res_plot = ax[2].tricontourf(triang, u_true - u_var, cmap=\"RdBu\", levels=100)\n", + "\n", + "plt.colorbar(u_true_plot, ax=[ax[0], ax[1]], orientation=\"vertical\")\n", + "plt.colorbar(res_plot, ax=ax[2], orientation=\"vertical\")\n", + "for i in range(3):\n", + " ax[i].set_xlabel(\"x\")\n", + " ax[i].set_ylabel(\"y\")\n", + "\n", + "ax[0].set_title(r\"$u_{true}$\")\n", + "ax[1].set_title(r\"$u_{comp}$\")\n", + "ax[2].set_title(r\"$u_{true} - u_{comp}$\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "769e4a2e-1cc7-46ff-aa3e-a861ca432f8a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Surface plot\n", + "fig = plt.figure(figsize=(25, 6))\n", + "ax0 = fig.add_subplot(1, 3, 1, projection=\"3d\")\n", + "\n", + "surf0 = ax0.plot_trisurf(\n", + " triang, u_true, cmap=\"RdBu\", linewidth=0.2, antialiased=True\n", + ")\n", + "ax0.set_xlabel(\"x\")\n", + "ax0.set_ylabel(\"y\")\n", + "ax0.set_zlabel(r\"$u_{true}$\")\n", + "ax0.set_title(r\"$u_{true}$\")\n", + "fig.colorbar(surf0, ax=ax0, shrink=0.5, aspect=10)\n", + "ax1 = fig.add_subplot(1, 3, 2, projection=\"3d\")\n", + "surf1 = ax1.plot_trisurf(\n", + " triang, u_var, cmap=\"RdBu\", linewidth=0.2, antialiased=True\n", + ")\n", + "ax1.set_xlabel(\"x\")\n", + "ax1.set_ylabel(\"y\")\n", + "ax1.set_zlabel(r\"$u_{comp}$\")\n", + "ax1.set_title(r\"$u_{comp}$\")\n", + "fig.colorbar(surf1, ax=ax1, shrink=0.5, aspect=10)\n", + "ax2 = fig.add_subplot(1, 3, 3, projection=\"3d\")\n", + "surf2 = ax2.plot_trisurf(\n", + " triang, u_true - u_var, cmap=\"RdBu\", linewidth=0.2, antialiased=True\n", + ")\n", + "ax2.set_xlabel(\"x\")\n", + "ax2.set_ylabel(\"y\")\n", + "ax2.set_zlabel(\"Error\")\n", + "ax2.set_title(r\"$u_{true} - u_{comp}$\")\n", + "fig.colorbar(surf2, ax=ax2, shrink=0.5, aspect=10)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "9248d8ca-a0a5-4131-af86-f5d13518cc56", + "metadata": {}, + "source": [ + "## Non-variational formulation" + ] + }, + { + "cell_type": "markdown", + "id": "c35c1fd9-95dc-40ff-af07-0505c8aec25e", + "metadata": {}, + "source": [ + "The **discrete Poisson equation** is written as:\n", + "$$\\delta d u + f = 0 \\quad \\text{or equivalently} \\quad \\star d \\star d u + f = 0,$$\n", + "\n", + "where $\\delta$ is the (discrete) codifferential, $d$ is the coboundary and $\\star$ is the (discrete) Hodge star." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "f54e5c58-52bb-4583-98b4-f667623d5205", + "metadata": {}, + "outputs": [], + "source": [ + "def obj_poisson(x, f, k, boundary_values, gamma, mask):\n", + " pos, value = boundary_values\n", + " c = C.Cochain(0, True, S, x)\n", + " # compute Laplace-de Rham of c\n", + " laplacian = C.laplacian(c)\n", + " # the Laplacian on forms is the negative of the Laplacian on scalar\n", + " # fields\n", + " laplacian.coeffs *= -k\n", + " # compute the residual of the Poisson equation k*Delta u + f = 0\n", + " r = laplacian.coeffs + f\n", + " penalty = jnp.sum((x[pos] - value)**2)\n", + " obj = 0.5*jnp.linalg.norm(r*mask)**2 + 0.5*gamma*penalty\n", + " return obj" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "c8b6f0ab-20e2-4b14-9d45-f059d5c2fa72", + "metadata": {}, + "outputs": [], + "source": [ + "args = {'f': f_vec, 'k': k, 'boundary_values': boundary_values, 'gamma': gamma, 'mask': mask}\n", + "obj = obj_poisson" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "3c143972-c0ab-45b9-afc3-1b2d5f6f8ced", + "metadata": {}, + "outputs": [], + "source": [ + "prb = oc.OptimizationProblem(dim=num_nodes, state_dim=num_nodes, objfun=obj)\n", + "prb.set_obj_args(args)\n", + "u_res = prb.solve(u_0, algo=\"lbfgs\").astype(dt.float_dtype)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "dae20d18-7653-4209-8e86-8a251d102918", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# contour plot\n", + "triang = tri.Triangulation(S.node_coords[:, 0], S.node_coords[:, 1], S.S[2])\n", + "plt.figure(1, figsize=(22.5, 5))\n", + "_, ax = plt.subplots(1, 3, num=1)\n", + "\n", + "vmin = min(u_true.min(), u_var.min())\n", + "vmax = max(u_true.max(), u_var.max())\n", + "\n", + "u_true_plot = ax[0].tricontourf(\n", + " triang, u_true, cmap=\"RdBu\", vmin=vmin, vmax=vmax, levels=100\n", + ")\n", + "u_plot = ax[1].tricontourf(\n", + " triang, u_var, cmap=\"RdBu\", vmin=vmin, vmax=vmax, levels=100\n", + ")\n", + "res_plot = ax[2].tricontourf(triang, u_true - u_var, cmap=\"RdBu\", levels=100)\n", + "\n", + "plt.colorbar(u_true_plot, ax=[ax[0], ax[1]], orientation=\"vertical\")\n", + "plt.colorbar(res_plot, ax=ax[2], orientation=\"vertical\")\n", + "for i in range(3):\n", + " ax[i].set_xlabel(\"x\")\n", + " ax[i].set_ylabel(\"y\")\n", + "\n", + "ax[0].set_title(r\"$u_{true}$\")\n", + "ax[1].set_title(r\"$u_{comp}$\")\n", + "ax[2].set_title(r\"$u_{true} - u_{comp}$\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "7d2a3df2-4b62-417a-acc6-6de64683deac", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Surface plot\n", + "fig = plt.figure(figsize=(25, 6))\n", + "ax0 = fig.add_subplot(1, 3, 1, projection=\"3d\")\n", + "\n", + "surf0 = ax0.plot_trisurf(\n", + " triang, u_true, cmap=\"RdBu\", linewidth=0.2, antialiased=True\n", + ")\n", + "ax0.set_xlabel(\"x\")\n", + "ax0.set_ylabel(\"y\")\n", + "ax0.set_zlabel(r\"$u_{true}$\")\n", + "ax0.set_title(r\"$u_{true}$\")\n", + "fig.colorbar(surf0, ax=ax0, shrink=0.5, aspect=10)\n", + "ax1 = fig.add_subplot(1, 3, 2, projection=\"3d\")\n", + "surf1 = ax1.plot_trisurf(\n", + " triang, u_var, cmap=\"RdBu\", linewidth=0.2, antialiased=True\n", + ")\n", + "ax1.set_xlabel(\"x\")\n", + "ax1.set_ylabel(\"y\")\n", + "ax1.set_zlabel(r\"$u_{comp}$\")\n", + "ax1.set_title(r\"$u_{comp}$\")\n", + "fig.colorbar(surf1, ax=ax1, shrink=0.5, aspect=10)\n", + "ax2 = fig.add_subplot(1, 3, 3, projection=\"3d\")\n", + "surf2 = ax2.plot_trisurf(\n", + " triang, u_true - u_var, cmap=\"RdBu\", linewidth=0.2, antialiased=True\n", + ")\n", + "ax2.set_xlabel(\"x\")\n", + "ax2.set_ylabel(\"y\")\n", + "ax2.set_zlabel(\"Error\")\n", + "ax2.set_title(r\"$u_{true} - u_{comp}$\")\n", + "fig.colorbar(surf2, ax=ax2, shrink=0.5, aspect=10)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "3c5a2b38-c460-4b06-9dc4-c8cac8b4fba4", + "metadata": {}, + "source": [ + "# 3D Diffusion Equation" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "e28be1c6-39f0-4ea5-8105-9ad6bbfcb40c", + "metadata": {}, + "outputs": [], + "source": [ + "#pv.set_jupyter_backend('trame')\n", + "pv.global_theme = themes.ParaViewTheme()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "a0338a6c-f23a-4b60-88d3-84476b5f3ff1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "number of nodes = 234\n", + "number of tets = 709\n" + ] + } + ], + "source": [ + "lc = 0.2\n", + "mesh, _ = util.generate_cube_mesh(lc)\n", + "#pv.plot(mesh)\n", + "S = util.build_complex_from_mesh(mesh)\n", + "num_nodes = S.num_nodes\n", + "print(\"number of nodes = \", num_nodes)\n", + "print(\"number of tets = \", S.S[3].shape[0])\n", + "S.get_hodge_star()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "921ddfd6-9b3b-406e-9ebb-9b5892d1a1af", + "metadata": {}, + "outputs": [], + "source": [ + "# boundary conditions\n", + "bottom_nodes = np.argwhere(S.node_coords[:,2]<1e-6).flatten()\n", + "top_nodes = np.argwhere(abs(S.node_coords[:,2]-1.)<1e-6).flatten()\n", + "values = np.zeros(len(bottom_nodes)+len(top_nodes), dtype=dt.float_dtype)\n", + "boundary_values = (np.hstack((bottom_nodes,top_nodes)), values)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "96c37cbb-1141-4f98-80fc-63f2301d96fa", + "metadata": {}, + "outputs": [], + "source": [ + "def disspot(u, u_prev, deltat):\n", + " u_coch = C.CochainP0(S, u)\n", + " u_prev_coch = C.CochainP0(S, u_prev)\n", + " u_diff = C.sub(u_coch, u_prev_coch)\n", + " return (1/2)*C.inner(u_diff, u_diff)/deltat\n", + "\n", + "def obj(u, u_prev, f, k, boundary_values, gamma, deltat):\n", + " en = energy_poisson(x=u, f=f, k=k, boundary_values=boundary_values, gamma=gamma)\n", + " return en + disspot(u, u_prev, deltat)\n", + "\n", + "k = 1.\n", + "f_vec = np.ones(num_nodes, dtype=dt.float_dtype)\n", + "gamma = 1000.\n", + "deltat = 0.05\n", + "\n", + "u_0 = np.zeros(num_nodes, dt.float_dtype)\n", + "u_prev = u_0" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "8cd2a8ec-425a-4864-9433-de70da670855", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "t = 0.05\n", + "t = 0.1\n", + "t = 0.15000000000000002\n", + "t = 0.2\n", + "t = 0.25\n", + "t = 0.30000000000000004\n", + "t = 0.35000000000000003\n", + "t = 0.4\n", + "t = 0.45\n", + "t = 0.5\n" + ] + }, + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sols = []\n", + "prb = oc.OptimizationProblem(dim=num_nodes, state_dim=num_nodes, objfun=obj)\n", + "for i in range(10):\n", + " print(\"t = \", (i+1)*deltat)\n", + " args = {'u_prev': u_prev, 'f': f_vec, 'k': k, 'boundary_values': boundary_values,\n", + " 'gamma': gamma, 'deltat': deltat}\n", + " prb.set_obj_args(args)\n", + " u = prb.solve(u_prev, ftol_abs=1e-8, ftol_rel=1e-8)\n", + " u_prev = u.__array__()\n", + " sols.append(u)\n", + "prb.last_opt_result" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "318171b0-6aed-4c1a-ba17-279f330169bf", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "dc9c2ab722e643d9b60b6fb0f931e5e4", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Widget(value='