{ "cells": [ { "cell_type": "markdown", "id": "5b0c4395", "metadata": {}, "source": [ "# 20 · Quadratic (P2) finite elements in 3D\n", "\n", "Tutorial [12](012_p2_finite_elements.ipynb) introduced quadratic (**P2**) triangles in 2D. Here the same\n", "`simkit` P2 toolchain runs on **10-node tetrahedra**: a slender beam, clamped at one end, sags under its\n", "own weight. P2 displacements vary quadratically inside each element, so a tet can bend and its faces\n", "curve; on this bending-dominated cantilever that is the difference between a beam that droops and one\n", "that locks. Only the operators change (one $F$ per cubature point, consistent mass and gravity); the\n", "elastic energy, the pin and the Newton solver are the ordinary P1 code." ] }, { "cell_type": "markdown", "id": "2c497cc7", "metadata": {}, "source": [ "Imports, and every tunable parameter of this notebook." ] }, { "cell_type": "code", "execution_count": 1, "id": "cbcd0cce", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:51.295486Z", "iopub.status.busy": "2026-09-24T03:44:51.295375Z", "iopub.status.idle": "2026-09-24T03:44:51.866816Z", "shell.execute_reply": "2026-09-24T03:44:51.866384Z" } }, "outputs": [], "source": [ "%matplotlib inline\n", "import os\n", "import numpy as np\n", "import scipy as sp\n", "import matplotlib.pyplot as plt\n", "from matplotlib.colors import LogNorm\n", "import igl\n", "import simkit\n", "import utils\n", "plt.rcParams[\"savefig.pad_inches\"] = 0.25 # 3D axis labels sit outside the tight crop; leave room\n", "\n", "NOTEBOOK = \"020_p2_finite_elements_3d\" # this file's name\n", "RESULTS_DIR = utils.notebook_results_path(NOTEBOOK)# results/020_p2_finite_elements_3d/\n", "MEDIA_DIR = \"media\" # tracked copies for the website\n", "# mesh: a long, slender brick along x, 5 tets per grid cube\n", "NX, NY, NZ = 5, 3, 3 # grid vertices along x, y, z\n", "LENGTH, HEIGHT, DEPTH = 5.0, 0.4, 0.4 # beam size\n", "# material and loads\n", "MATERIAL = \"macklin-mueller-neo-hookean\"\n", "YM, PR = 1.2e4, 0.45 # Young's modulus, Poisson ratio\n", "RHO = 1.0 # density\n", "GRAVITY = -9.8 # acceleration along y\n", "K_PIN = 1e8 # soft-pin stiffness of the clamped x = min face\n", "QUAD_ORDER = 2 # P2 cubature order (4 points per tet)\n", "# solvers\n", "STATIC_ITERS, STATIC_TOL = 300, 1e-9 # Newton iterations / step tolerance for static equilibrium\n", "DT = 0.02 # backward-Euler timestep\n", "N_STEPS = 70 # timesteps of the release-from-rest run (1.4 s)\n", "STEP_ITERS, STEP_TOL = 30, 1e-7 # Newton iterations / step tolerance per timestep\n", "# gradient check\n", "FD_STEP = 1e-6 # central-difference step\n", "FD_NOISE = 0.05 # random perturbation of the check state\n", "SEED = 0 # random seed of the perturbation\n", "# rendering\n", "SUBDIV_STILL = 2 # igl.upsample levels per curved P2 face in still images (16 triangles)\n", "SUBDIV_VIDEO = 1 # ... and in the video (4 triangles)\n", "FRAME_STRIDE = 2 # keep every 2nd timestep as a video frame\n", "FPS = 18 # video frame rate (about 0.7x real time)\n", "VIEW = dict(elev=18, azim=-60) # 3D camera for the deformed beam\n", "MESH_VIEW = dict(elev=30, azim=-35) # 3D camera for the rest-mesh screenshot" ] }, { "cell_type": "markdown", "id": "48e94d2c", "metadata": {}, "source": [ "## 1 · A tetrahedral beam, promoted to P2\n", "\n", "`utils.tetrahedralized_grid` builds a linear tet mesh of the brick. `simkit.linear_to_quadratic_elements`\n", "then adds one node at the midpoint of every edge and lists, per tet, its 4 corners followed by its 6 edge\n", "midpoints (a **10-node** tet), and `simkit.gauss_legendre_quadrature` places cubature points (barycentric\n", "coordinates plus physical weights) inside every tet. We also select the nodes of the clamped face\n", "$x = x_\\min$ and of the free tip $x = x_\\max$." ] }, { "cell_type": "code", "execution_count": 2, "id": "b9a336d5", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:51.868277Z", "iopub.status.busy": "2026-09-24T03:44:51.868157Z", "iopub.status.idle": "2026-09-24T03:44:51.872351Z", "shell.execute_reply": "2026-09-24T03:44:51.871875Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "P1 (linear): 45 nodes, 80 tets (4 nodes each), 135 dofs, 9 pinned\n", "P2 (quadratic): 209 nodes, 80 tets (10 nodes each), 627 dofs, 25 pinned\n", "cubature: 4 points per tet, 320 in total\n" ] } ], "source": [ "X, T = utils.tetrahedralized_grid(NX, NY, NZ, width=LENGTH, height=HEIGHT, depth=DEPTH)\n", "V2, T2 = simkit.linear_to_quadratic_elements(X, T) # corners first, then edge midpoints\n", "bary, w = simkit.gauss_legendre_quadrature(X, T, QUAD_ORDER) # (t, n_quad, 4), (t, n_quad)\n", "n1, n2, dim = len(X), len(V2), X.shape[1]\n", "pin1 = np.where(X[:, 0] <= X[:, 0].min() + 1e-9)[0] # clamped face, P1 nodes\n", "pin2 = np.where(V2[:, 0] <= V2[:, 0].min() + 1e-9)[0] # clamped face, P2 nodes\n", "tip1 = np.where(X[:, 0] >= X[:, 0].max() - 1e-9)[0] # free tip, P1 nodes\n", "tip2 = np.where(V2[:, 0] >= V2[:, 0].max() - 1e-9)[0] # free tip, P2 nodes\n", "print(f\"P1 (linear): {n1:4d} nodes, {len(T)} tets ({T.shape[1]} nodes each), {n1 * dim} dofs, {len(pin1)} pinned\")\n", "print(f\"P2 (quadratic): {n2:4d} nodes, {len(T2)} tets ({T2.shape[1]} nodes each), {n2 * dim} dofs, {len(pin2)} pinned\")\n", "print(f\"cubature: {bary.shape[1]} points per tet, {bary.shape[0] * bary.shape[1]} in total\")" ] }, { "cell_type": "markdown", "id": "98cf5199", "metadata": {}, "source": [ "The meshes, drawn by their surface triangles (`igl.boundary_facets`), with the clamped face as blue\n", "squares. Left: the P1 tets. Middle: the same tets with the P2 edge-midpoint nodes (orange); they are shared\n", "by neighbouring tets, so the P2 mesh stays conforming. Right: the cubature points where $F$ is evaluated." ] }, { "cell_type": "code", "execution_count": 3, "id": "95b9f7fe", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:51.873442Z", "iopub.status.busy": "2026-09-24T03:44:51.873374Z", "iopub.status.idle": "2026-09-24T03:44:52.052536Z", "shell.execute_reply": "2026-09-24T03:44:52.051949Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "F_bnd, F_tet, _ = igl.boundary_facets(T) # surface triangles, and the tet of each\n", "cub_rest = np.einsum(\"tqc,tcd->tqd\", bary, X[T]).reshape(-1, dim) # cubature points in the rest shape\n", "lims = utils.auto_limits_3d([X], pad=0.05)\n", "\n", "fig = plt.figure(figsize=(15, 5.2))\n", "ax = fig.add_subplot(131, projection=\"3d\")\n", "utils.plot_mesh_y_up(ax, X, F_bnd, pins=pin1, lims=lims, title=f\"P1: {n1} nodes, 4 per tet\", **MESH_VIEW)\n", "ax.legend(loc=\"upper left\", fontsize=8)\n", "ax = fig.add_subplot(132, projection=\"3d\")\n", "utils.plot_mesh_y_up(ax, V2, F_bnd, pins=pin2, lims=lims, show_vertices=False,\n", " title=f\"P2: {n2} nodes, 10 per tet\", **MESH_VIEW)\n", "utils.scatter_y_up(ax, V2[:n1], s=6, color=utils.MESH_EDGE, label=\"corner nodes\")\n", "utils.scatter_y_up(ax, V2[n1:], s=12, color=utils.HANDLE_C, label=\"edge-midpoint nodes\")\n", "ax.legend(loc=\"upper left\", fontsize=8)\n", "ax = fig.add_subplot(133, projection=\"3d\")\n", "utils.plot_mesh_y_up(ax, X, F_bnd, lims=lims, show_vertices=False, alpha=0.12,\n", " title=f\"{len(cub_rest)} cubature points, {bary.shape[1]} per tet\", **MESH_VIEW)\n", "utils.scatter_y_up(ax, cub_rest, s=10, marker=\"x\", color=\"0.2\", label=\"cubature points\")\n", "ax.legend(loc=\"upper left\", fontsize=8)\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"beam_meshes.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"020_beam_meshes.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "059802be", "metadata": {}, "source": [ "## 2 · Quadrature and the P2 operators\n", "\n", "A P1 tet has one constant $F$. P2 shape-function gradients are linear in position, so $F$ varies inside\n", "the tet and the energy integral becomes a cubature sum (below). `deformation_jacobian_p2` is still a\n", "constant sparse matrix; it maps nodal positions to one $F$ per cubature point, and the weights `w` replace\n", "`vol`. `p2_massmatrix` and `p2_gravity_force` build the consistent mass and gravity over the 10-node set.\n", "The printout checks $F = I$ at rest, and that mass and weight integrate to $\\rho V$ and $\\rho g V$ for both\n", "element types.\n", "\n", "$$E_{P1} = \\sum_t \\text{vol}_t\\, \\psi(F_t), \\qquad E_{P2} = \\sum_t \\sum_q w_{tq}\\, \\psi(F_{tq}).$$" ] }, { "cell_type": "code", "execution_count": 4, "id": "4f707f22", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:52.053671Z", "iopub.status.busy": "2026-09-24T03:44:52.053579Z", "iopub.status.idle": "2026-09-24T03:44:52.076305Z", "shell.execute_reply": "2026-09-24T03:44:52.075842Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "P1: 80 F blocks, F == I at rest: True, mass = 0.8000, weight = -7.8400\n", "P2: 320 F blocks, F == I at rest: True, mass = 0.8000, weight = -7.8400\n", "expected: rho V = 0.8000, rho g V = -7.8400\n" ] } ], "source": [ "ops_p1 = dict(nodes=X, pins=pin1,\n", " J=simkit.deformation_jacobian(X, T), # one F per tet\n", " vol=simkit.volume(X, T), # tet volumes\n", " M=sp.sparse.kron(simkit.massmatrix(X, T, rho=RHO), sp.sparse.eye(dim)).tocsc(),\n", " f_g=simkit.gravity_force(X, T, a=GRAVITY, rho=RHO).reshape(-1, 1))\n", "ops_p2 = dict(nodes=V2, pins=pin2,\n", " J=simkit.deformation_jacobian_p2(V2, T2, bary, w), # one F per cubature point\n", " vol=w.reshape(-1, 1), # cubature weights\n", " M=sp.sparse.kron(simkit.p2_massmatrix(V2, T2, bary, w, rho=RHO), sp.sparse.eye(dim)).tocsc(),\n", " f_g=simkit.p2_gravity_force(V2, T2, bary, w, a=GRAVITY, rho=RHO).reshape(-1, 1))\n", "volume = ops_p1[\"vol\"].sum() # total rest volume\n", "for name, ops in ((\"P1\", ops_p1), (\"P2\", ops_p2)):\n", " F_rest = (ops[\"J\"] @ ops[\"nodes\"].reshape(-1, 1)).reshape(-1, dim, dim)\n", " print(f\"{name}: {len(F_rest):3d} F blocks, F == I at rest: {np.allclose(F_rest, np.eye(dim))}, \"\n", " f\"mass = {ops['M'].sum() / dim:.4f}, weight = {ops['f_g'].reshape(-1, dim)[:, 1].sum():.4f}\")\n", "print(f\"expected: rho V = {RHO * volume:.4f}, rho g V = {RHO * GRAVITY * volume:.4f}\")" ] }, { "cell_type": "markdown", "id": "ba2e2887", "metadata": {}, "source": [ "### Where does gravity act? A 3D surprise\n", "\n", "The consistent load on node $i$ is $f_i = \\rho g \\int N_i \\, dV$. Over a tet of volume $V_e$,\n", "$\\int L_i(2L_i - 1)\\,dV = -V_e/20$ for a corner and $\\int 4L_aL_b\\,dV = V_e/5$ for a midpoint, so gravity\n", "pushes every P2 **corner node up** while the midpoints carry 120% of the weight (for 2D P2 triangles the\n", "corner integral is exactly zero). The plot shows this nodal load field against each node's $x$ position,\n", "with P1 for reference; the totals, in the legend, are all $\\rho g V$." ] }, { "cell_type": "code", "execution_count": 5, "id": "e9ca5947", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:52.077584Z", "iopub.status.busy": "2026-09-24T03:44:52.077522Z", "iopub.status.idle": "2026-09-24T03:44:52.182649Z", "shell.execute_reply": "2026-09-24T03:44:52.182022Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fy1 = ops_p1[\"f_g\"].reshape(-1, dim)[:, 1]\n", "fy2 = ops_p2[\"f_g\"].reshape(-1, dim)[:, 1]\n", "fig, ax = plt.subplots(figsize=(9, 3.8))\n", "ax.axhline(0.0, color=\"0.5\", lw=0.8)\n", "ax.scatter(X[:, 0] - 0.04, fy1, s=22, color=\"0.55\", label=f\"P1 nodes (sum {fy1.sum():.2f})\")\n", "ax.scatter(V2[:n1, 0] + 0.04, fy2[:n1], s=26, marker=\"^\", color=\"#d62728\",\n", " label=f\"P2 corner nodes (sum {fy2[:n1].sum():+.2f})\")\n", "ax.scatter(V2[n1:, 0], fy2[n1:], s=26, marker=\"v\", color=\"#1f77b4\",\n", " label=f\"P2 midpoint nodes (sum {fy2[n1:].sum():.2f})\")\n", "ax.set_xlabel(\"node x position\")\n", "ax.set_ylabel(r\"vertical load $f_y$\")\n", "ax.set_title(\"Consistent gravity load per node\")\n", "ax.grid(True, color=\"0.9\", linewidth=0.8)\n", "ax.legend(loc=\"upper center\", bbox_to_anchor=(0.5, -0.2), fontsize=8, ncol=3)\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"gravity_load.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"020_gravity_load.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "241cd243", "metadata": {}, "source": [ "## 3 · The beam system\n", "\n", "The potential is the neo-Hookean elastic energy, the soft pin $\\tfrac12 x^\\top Q x + b^\\top x$ of the\n", "clamped face, and gravity $-f_g^\\top x$. `beam_system` builds it from whichever operator set it is handed\n", "(it cannot tell P1 from P2); the unchanged `elastic_*_x` functions simply treat every cubature point as a\n", "pseudo-element. Passing the previous positions `x_curr, x_prev` adds the backward-Euler inertia\n", "$\\tfrac{1}{2h^2}\\lVert x - \\tilde x\\rVert_M^2$ with $\\tilde x = 2x_\\text{curr} - x_\\text{prev}$, i.e. one\n", "implicit time step with the consistent mass matrix." ] }, { "cell_type": "code", "execution_count": 6, "id": "e4f9d7d0", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:52.184040Z", "iopub.status.busy": "2026-09-24T03:44:52.183929Z", "iopub.status.idle": "2026-09-24T03:44:52.186943Z", "shell.execute_reply": "2026-09-24T03:44:52.186542Z" } }, "outputs": [], "source": [ "def beam_system(nodes, pins, J, vol, M, f_g, x_curr=None, x_prev=None):\n", " \"\"\"Elastic + soft pin + gravity (+ backward-Euler inertia if x_curr, x_prev are given).\"\"\"\n", " n, dim = nodes.shape\n", " mu, lam = simkit.ympr_to_lame(YM, PR)\n", " mu = np.full((vol.shape[0], 1), mu)\n", " lam = np.full((vol.shape[0], 1), lam)\n", " Q_pin, b_pin = simkit.dirichlet_penalty(pins, nodes[pins], n, K_PIN)\n", " dynamic = x_curr is not None\n", "\n", " def energy_func(x):\n", " E_elastic = simkit.energies.elastic_energy_x(x.reshape(n, dim), J, mu, lam, vol, MATERIAL)\n", " E_pin = simkit.energies.quadratic_energy(x, Q_pin, b_pin)\n", " E_gravity = -(f_g.T @ x).item()\n", " E_inertia = simkit.energies.kinetic_energy_be(x, x_curr, x_prev, M, DT) if dynamic else 0.0\n", " E_total = E_elastic + E_pin + E_gravity + E_inertia\n", " return E_total\n", "\n", " def gradient_func(x):\n", " g_elastic = simkit.energies.elastic_gradient_x(x.reshape(n, dim), J, mu, lam, vol, MATERIAL)\n", " g_pin = simkit.energies.quadratic_gradient(x, Q_pin, b_pin)\n", " g_gravity = -f_g\n", " g_inertia = simkit.energies.kinetic_gradient_be(x, x_curr, x_prev, M, DT) if dynamic else 0.0\n", " g_total = g_elastic + g_pin + g_gravity + g_inertia\n", " return g_total\n", "\n", " def hessian_func(x):\n", " H_elastic = simkit.energies.elastic_hessian_x(x.reshape(n, dim), J, mu, lam, vol, MATERIAL, psd=True)\n", " H_pin = simkit.energies.quadratic_hessian(Q_pin)\n", " H_inertia = simkit.energies.kinetic_hessian_be(M, DT) if dynamic else 0.0\n", " H_total = H_elastic + H_pin + H_inertia\n", " return H_total\n", "\n", " return energy_func, gradient_func, hessian_func" ] }, { "cell_type": "markdown", "id": "331a7918", "metadata": {}, "source": [ "Before solving anything, `gradient_func` is checked against a central-difference gradient of\n", "`energy_func` (`simkit.gradient_cfd`) at a randomly perturbed state, with inertia switched on. Relative\n", "errors around $10^{-7}$ or below (the stiff pin limits the finite-difference precision) mean the analytic\n", "gradient is right." ] }, { "cell_type": "code", "execution_count": 7, "id": "2a9ebe5a", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:52.188116Z", "iopub.status.busy": "2026-09-24T03:44:52.188038Z", "iopub.status.idle": "2026-09-24T03:44:52.283366Z", "shell.execute_reply": "2026-09-24T03:44:52.282838Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "P1: relative gradient error = 9.1e-08\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "P2: relative gradient error = 2.4e-07\n" ] } ], "source": [ "rng = np.random.default_rng(SEED)\n", "for name, ops in ((\"P1\", ops_p1), (\"P2\", ops_p2)):\n", " x_rest = ops[\"nodes\"].reshape(-1, 1)\n", " energy_func, gradient_func, _ = beam_system(**ops, x_curr=x_rest, x_prev=x_rest)\n", " x_test = x_rest + FD_NOISE * rng.standard_normal(x_rest.shape)\n", " g_fd = simkit.gradient_cfd(lambda y: np.array(energy_func(y.reshape(-1, 1))), x_test.ravel(), FD_STEP)\n", " g = gradient_func(x_test).ravel()\n", " print(f\"{name}: relative gradient error = {np.linalg.norm(g - g_fd) / np.linalg.norm(g):.1e}\")" ] }, { "cell_type": "markdown", "id": "00b4ab03", "metadata": {}, "source": [ "## 4 · Clamp one end and solve the static equilibrium\n", "\n", "Newton's method (PSD-projected Hessian, backtracking line search) minimizes the static potential of the\n", "P2 beam, starting from the straight rest shape. The printout gives the tip drop, the largest nodal\n", "displacement and the smallest $\\det F$ over all cubature points: the free tip drops by more than half the\n", "beam's length, and no element inverts. (The huge negative potential is explained with the Newton plot in\n", "section 6.)" ] }, { "cell_type": "code", "execution_count": 8, "id": "89888bec", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:52.284608Z", "iopub.status.busy": "2026-09-24T03:44:52.284523Z", "iopub.status.idle": "2026-09-24T03:44:53.113284Z", "shell.execute_reply": "2026-09-24T03:44:53.112747Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Newton iterations : 114\n", "free-tip height : -2.787 (rest -0.000, drop 2.787)\n", "max nodal displacement : 2.986\n", "min det(F) : 0.963 (> 0: no inverted elements)\n", "potential at equilibrium: -7.8625e+09\n" ] } ], "source": [ "energy_func, gradient_func, hessian_func = beam_system(**ops_p2)\n", "x2, info2 = simkit.solvers.newton_solver(V2.reshape(-1, 1).copy(), energy_func, gradient_func, hessian_func,\n", " max_iter=STATIC_ITERS, tolerance=STATIC_TOL, return_info=True)\n", "sol2 = x2.reshape(n2, dim)\n", "F2 = (ops_p2[\"J\"] @ x2).reshape(-1, dim, dim) # one F per cubature point\n", "drop2 = V2[tip2, 1].mean() - sol2[tip2, 1].mean()\n", "print(f\"Newton iterations : {info2['iters'] + 1}\")\n", "print(f\"free-tip height : {sol2[tip2, 1].mean():+.3f} (rest {V2[tip2, 1].mean():+.3f}, drop {drop2:.3f})\")\n", "print(f\"max nodal displacement : {np.linalg.norm(sol2 - V2, axis=1).max():.3f}\")\n", "print(f\"min det(F) : {np.linalg.det(F2).min():.3f} (> 0: no inverted elements)\")\n", "print(f\"potential at equilibrium: {energy_func(x2):.4e}\")" ] }, { "cell_type": "markdown", "id": "6e3b23b4", "metadata": {}, "source": [ "### Rendering P2 in 3D: truly curved faces\n", "\n", "A P2 tet face is a curved quadratic patch through its 6 nodes (3 corners, 3 edge midpoints). For every\n", "surface triangle from `igl.boundary_facets` we look up its midpoint nodes in `T2`, then evaluate the P2\n", "triangle shape functions (`simkit.p2_shape_functions`) on an `igl.upsample`d reference triangle, which\n", "samples the real curved surface. A P1 mesh has nothing to sample: its faces are flat." ] }, { "cell_type": "code", "execution_count": 9, "id": "79c33085", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:53.114484Z", "iopub.status.busy": "2026-09-24T03:44:53.114395Z", "iopub.status.idle": "2026-09-24T03:44:53.118473Z", "shell.execute_reply": "2026-09-24T03:44:53.118122Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "80 curved boundary faces, sampled with 16 (still) / 4 (video) triangles each\n", "at rest every sample lies on the flat brick faces (max distance 0.0e+00)\n" ] } ], "source": [ "TET_EDGES = [(0, 1), (0, 2), (0, 3), (1, 2), (1, 3), (2, 3)] # simkit's order: T2[:, 4 + k] is edge k's midpoint\n", "midpoint = {tuple(sorted((el[a], el[b]))): el[4 + k] for el in T2 for k, (a, b) in enumerate(TET_EDGES)}\n", "FACES6 = np.array([[a, b, c, # P2 triangle order: corners, then the\n", " midpoint[tuple(sorted((a, b)))], # midpoints of edges (0,1), (1,2), (2,0)\n", " midpoint[tuple(sorted((b, c)))],\n", " midpoint[tuple(sorted((c, a)))]] for a, b, c in F_bnd])\n", "\n", "def p2_patch_basis(levels):\n", " \"\"\"P2 triangle basis W (samples x 6) on an upsampled reference triangle, and its sub-triangles.\"\"\"\n", " ref_V, ref_F = igl.upsample(np.array([[0.0, 0.0], [1.0, 0.0], [0.0, 1.0]]), np.array([[0, 1, 2]]), levels)\n", " L = np.column_stack([1.0 - ref_V.sum(axis=1), ref_V]) # barycentric coordinates of the samples\n", " W = np.array([simkit.p2_shape_functions(Li, 3)[0] for Li in L])\n", " return W, ref_F\n", "\n", "def p2_surface_samples(U2, W):\n", " \"\"\"Nodal field U2 (n2, 3) evaluated at every sample of every curved boundary face: (faces, samples, 3).\"\"\"\n", " return np.einsum(\"sk,fkd->fsd\", W, U2[FACES6])\n", "\n", "def curved_surface(U2, W, ref_F):\n", " \"\"\"The curved P2 boundary of positions U2 as small flat triangles (n_triangles, 3, 3).\"\"\"\n", " return p2_surface_samples(U2, W)[:, ref_F].reshape(-1, 3, 3)\n", "\n", "W_still, ref_F_still = p2_patch_basis(SUBDIV_STILL)\n", "W_video, ref_F_video = p2_patch_basis(SUBDIV_VIDEO)\n", "print(f\"{len(FACES6)} curved boundary faces, sampled with {len(ref_F_still)} (still) / {len(ref_F_video)} (video) triangles each\")\n", "rest_samples = p2_surface_samples(V2, W_still).reshape(-1, dim)\n", "off_box = np.abs(np.abs(rest_samples) - np.array([LENGTH, HEIGHT, DEPTH]) / 2).min(axis=1)\n", "print(f\"at rest every sample lies on the flat brick faces (max distance {off_box.max():.1e})\")" ] }, { "cell_type": "markdown", "id": "286d39ed", "metadata": {}, "source": [ "The rest beam (faint) and the sagged equilibrium, drawn with its true curved P2 faces." ] }, { "cell_type": "code", "execution_count": 10, "id": "0d5bec6a", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:53.119279Z", "iopub.status.busy": "2026-09-24T03:44:53.119221Z", "iopub.status.idle": "2026-09-24T03:44:53.363275Z", "shell.execute_reply": "2026-09-24T03:44:53.362917Z" } }, "outputs": [ 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lims_static = utils.auto_limits_3d([X, sol2], pad=0.15)\n", "fig = plt.figure(figsize=(9, 6))\n", "ax = fig.add_subplot(111, projection=\"3d\")\n", "utils.surface_y_up(ax, curved_surface(V2, W_still, ref_F_still), facecolor=utils.MESH_FACE, edgecolor=\"none\", alpha=0.2)\n", "utils.surface_y_up(ax, curved_surface(sol2, W_still, ref_F_still), facecolor=\"#fc9272\",\n", " edgecolor=(0.3, 0, 0, 0.25), lw=0.25, alpha=0.97)\n", "utils.setup_axes_y_up(ax, lims_static, title=\"P2 cantilever: rest (faint) and gravity equilibrium (curved faces)\", **VIEW)\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"p2_beam_static.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"020_p2_beam_static.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "bbaaef90", "metadata": {}, "source": [ "Two scalar fields on the equilibrium. Left: the displacement magnitude $\\lVert u \\rVert$, evaluated with\n", "the P2 basis at every surface sample, so it varies smoothly across each face. Right: the elastic energy\n", "density $\\psi(F)$ averaged over each tet's cubature points (log scale). The strain energy is concentrated\n", "at the clamped root, where the bending moment is largest; the outer half of the beam mostly rotates." ] }, { "cell_type": "code", "execution_count": 11, "id": "be36cb44", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:53.364338Z", "iopub.status.busy": "2026-09-24T03:44:53.364266Z", "iopub.status.idle": "2026-09-24T03:44:53.740549Z", "shell.execute_reply": "2026-09-24T03:44:53.740230Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "disp = np.linalg.norm(p2_surface_samples(sol2 - V2, W_still), axis=-1) # (faces, samples)\n", "disp_tri = disp[:, ref_F_still].mean(axis=-1).ravel() # per drawn triangle\n", "mu0, lam0 = simkit.ympr_to_lame(YM, PR)\n", "psi = simkit.energies.elastic_energy_element_F(F2, np.full((len(F2), 1), mu0), np.full((len(F2), 1), lam0), MATERIAL)\n", "psi_tet = (w * psi.reshape(w.shape)).sum(axis=1) / w.sum(axis=1) # cubature-weighted tet average\n", "psi_tri = np.repeat(psi_tet[F_tet], len(ref_F_still)) # each face shows its tet\n", "surface = curved_surface(sol2, W_still, ref_F_still)\n", "\n", "fig = plt.figure(figsize=(13, 5.2))\n", "ax = fig.add_subplot(121, projection=\"3d\")\n", "utils.surface_y_up(ax, surface, values=disp_tri, cmap=\"viridis\", edgecolor=\"none\", alpha=1.0,\n", " colorbar=True, label=r\"$\\|u\\|$\")\n", "utils.setup_axes_y_up(ax, lims_static, title=\"displacement magnitude\", **VIEW)\n", "ax = fig.add_subplot(122, projection=\"3d\")\n", "utils.surface_y_up(ax, surface, values=psi_tri, cmap=\"magma\", norm=LogNorm(psi_tet.min(), psi_tet.max()),\n", " edgecolor=\"none\", alpha=1.0, colorbar=True, label=r\"energy density $\\psi$\")\n", "utils.setup_axes_y_up(ax, lims_static, title=\"elastic energy density (per tet)\", **VIEW)\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"equilibrium_fields.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"020_equilibrium_fields.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "e0c8026b", "metadata": {}, "source": [ "## 5 · Release it: backward-Euler dynamics\n", "\n", "Now the straight beam is released from rest. Every step rebuilds `beam_system` with the two previous\n", "states, which adds the inertia term with the consistent P2 mass matrix, and Newton-solves it warm-started\n", "from the current state. We keep every `FRAME_STRIDE`-th state for the video and the tip height at every\n", "step." ] }, { "cell_type": "code", "execution_count": 12, "id": "a3ba9609", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:53.741806Z", "iopub.status.busy": "2026-09-24T03:44:53.741711Z", "iopub.status.idle": "2026-09-24T03:44:56.677467Z", "shell.execute_reply": "2026-09-24T03:44:56.676970Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "36 video frames, Newton iterations per step: mean 5.7, max 10\n", "lowest tip height -4.045 at t = 1.26 s (static equilibrium -2.787)\n", "tip height at t = 1.40 s: -4.008\n" ] } ], "source": [ "x_curr = V2.reshape(-1, 1).copy()\n", "x_prev = x_curr.copy() # zero initial velocity\n", "frames, tip_y, newton_iters = [V2.copy()], [V2[tip2, 1].mean()], []\n", "for step in range(N_STEPS):\n", " energy_func, gradient_func, hessian_func = beam_system(**ops_p2, x_curr=x_curr, x_prev=x_prev)\n", " x_next, info = simkit.solvers.newton_solver(x_curr.copy(), energy_func, gradient_func, hessian_func,\n", " max_iter=STEP_ITERS, tolerance=STEP_TOL, return_info=True)\n", " x_prev, x_curr = x_curr, x_next\n", " U = x_curr.reshape(n2, dim)\n", " tip_y.append(U[tip2, 1].mean())\n", " newton_iters.append(info[\"iters\"] + 1)\n", " if (step + 1) % FRAME_STRIDE == 0:\n", " frames.append(U.copy())\n", "ts = DT * np.arange(N_STEPS + 1)\n", "k_low = int(np.argmin(tip_y))\n", "print(f\"{len(frames)} video frames, Newton iterations per step: mean {np.mean(newton_iters):.1f}, max {max(newton_iters)}\")\n", "print(f\"lowest tip height {tip_y[k_low]:+.3f} at t = {ts[k_low]:.2f} s (static equilibrium {sol2[tip2, 1].mean():+.3f})\")\n", "print(f\"tip height at t = {ts[-1]:.2f} s: {tip_y[-1]:+.3f}\")" ] }, { "cell_type": "markdown", "id": "c0a3c58d", "metadata": {}, "source": [ "The tip height over time against the static equilibrium (dashed). Released from rest, the beam does not\n", "stop at its static shape: like any suddenly loaded spring it overshoots, here dropping about 45% further\n", "than the static tip, and it is just starting to swing back when the run ends. Backward Euler's numerical\n", "damping is mild at this step size, so it would oscillate for a while before settling on the dashed line." ] }, { "cell_type": "code", "execution_count": 13, "id": "fdead933", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:56.679116Z", "iopub.status.busy": "2026-09-24T03:44:56.678996Z", "iopub.status.idle": "2026-09-24T03:44:56.761615Z", "shell.execute_reply": "2026-09-24T03:44:56.761141Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = utils.line_plot(ts, {\"P2 tip height\": tip_y}, xlabel=\"time (s)\", ylabel=\"tip height $y$\",\n", " colors={\"P2 tip height\": \"#d62728\"}, title=\"Free-tip height after release\",\n", " figsize=(7, 3.8))\n", "ax.axhline(sol2[tip2, 1].mean(), color=\"0.3\", ls=\"--\", lw=1.2, label=\"static equilibrium\")\n", "ax.legend(loc=\"upper right\", fontsize=9)\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"tip_trajectory.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"020_tip_trajectory.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "de12b930", "metadata": {}, "source": [ "The video: the curved P2 surface as the beam falls (coarser face sampling for speed), over the faint\n", "rest shape." ] }, { "cell_type": "code", "execution_count": 14, "id": "b3fb0d66", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:56.763034Z", "iopub.status.busy": "2026-09-24T03:44:56.762940Z", "iopub.status.idle": "2026-09-24T03:44:58.124324Z", "shell.execute_reply": "2026-09-24T03:44:58.123948Z" } }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame_polys = [curved_surface(U, W_video, ref_F_video) for U in frames]\n", "frame_times = [f\"t = {k * FRAME_STRIDE * DT:.2f} s\" for k in range(len(frames))]\n", "fig, anim = utils.animate_surface_y_up(frame_polys, lims=utils.auto_limits_3d(frames, pad=0.15),\n", " ghost_polys=curved_surface(V2, W_video, ref_F_video),\n", " title=\"P2 beam released under gravity (backward Euler)\",\n", " fps=FPS, figsize=(6.4, 5.6), texts=frame_times, **VIEW)\n", "video = simkit.filesystem.save_animation(anim, os.path.join(RESULTS_DIR, \"p2_beam_fall.mp4\"), fps=FPS,\n", " copy_to=os.path.join(MEDIA_DIR, \"020_p2_beam_fall.mp4\"))\n", "plt.close(fig)\n", "utils.embed_video(video)" ] }, { "cell_type": "markdown", "id": "7802f718", "metadata": {}, "source": [ "## 6 · P1 vs P2: same tets, very different bending\n", "\n", "Finally we solve the identical static problem with ordinary **linear** tets on the same `(X, T)`, with\n", "the same `beam_system` handed the P1 operators. A constant-strain tet cannot represent the linear strain\n", "variation through the beam's height without also shearing, so coarse linear tets **lock**: they come out\n", "far too stiff, and the tip barely moves." ] }, { "cell_type": "code", "execution_count": 15, "id": "2cfa5d42", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:58.125564Z", "iopub.status.busy": "2026-09-24T03:44:58.125479Z", "iopub.status.idle": "2026-09-24T03:44:58.142464Z", "shell.execute_reply": "2026-09-24T03:44:58.142086Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "P1 tip drop: 0.418 (135 dofs, 9 Newton iterations)\n", "P2 tip drop: 2.787 (627 dofs, 114 Newton iterations)\n", "P2 deflects 6.7x as far as P1 on the same tets\n" ] } ], "source": [ "energy_func, gradient_func, hessian_func = beam_system(**ops_p1)\n", "x1, info1 = simkit.solvers.newton_solver(X.reshape(-1, 1).copy(), energy_func, gradient_func, hessian_func,\n", " max_iter=STATIC_ITERS, tolerance=STATIC_TOL, return_info=True)\n", "sol1 = x1.reshape(n1, dim)\n", "drop1 = X[tip1, 1].mean() - sol1[tip1, 1].mean()\n", "print(f\"P1 tip drop: {drop1:.3f} ({n1 * dim} dofs, {info1['iters'] + 1} Newton iterations)\")\n", "print(f\"P2 tip drop: {drop2:.3f} ({n2 * dim} dofs, {info2['iters'] + 1} Newton iterations)\")\n", "print(f\"P2 deflects {drop2 / drop1:.1f}x as far as P1 on the same tets\")" ] }, { "cell_type": "markdown", "id": "83807dee", "metadata": {}, "source": [ "Validation: the gradient norm at every Newton iteration of both static solves. The locked P1 beam hardly\n", "moves and converges in a few steps; the large, nonlinear P2 sag needs about 20 line-searched steps before\n", "the gradient falls steadily. Both curves flatten near $10^{-4}$, about $10^{-6}$ of the pin forces. That is\n", "a round-off floor: `quadratic_energy` omits the pin's constant $\\tfrac12 K\\lVert y\\rVert^2$, so\n", "$\\Phi \\approx -8\\cdot 10^9$ (printed in section 4), and double precision cannot resolve the energy decrease\n", "of a converged step; P2's line search stalls there until the step-size test stops it." ] }, { "cell_type": "code", "execution_count": 16, "id": "312b55d3", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:58.143523Z", "iopub.status.busy": "2026-09-24T03:44:58.143457Z", "iopub.status.idle": "2026-09-24T03:44:58.358561Z", "shell.execute_reply": "2026-09-24T03:44:58.358175Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = utils.residual_plot({\"P1\": [np.linalg.norm(g) for g in info1[\"g\"]],\n", " \"P2\": [np.linalg.norm(g) for g in info2[\"g\"]]},\n", " colors={\"P1\": \"#1f77b4\", \"P2\": \"#d62728\"}, stagger=False,\n", " xlabel=\"Newton iteration\", ylabel=r\"$\\|\\nabla \\Phi(x_k)\\|$\",\n", " title=\"Static solves: gradient norm per Newton iteration\")\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"static_newton.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"020_static_newton.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "cddb4b3a", "metadata": {}, "source": [ "Side by side, same camera: P1 with its native flat faces, P2 with its curved faces." ] }, { "cell_type": "code", "execution_count": 17, "id": "0501e9ec", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:58.360077Z", "iopub.status.busy": "2026-09-24T03:44:58.359980Z", "iopub.status.idle": "2026-09-24T03:44:58.658721Z", "shell.execute_reply": "2026-09-24T03:44:58.658070Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lims_cmp = utils.auto_limits_3d([X, sol1, sol2], pad=0.15)\n", "fig = plt.figure(figsize=(13, 5.2))\n", "ax = fig.add_subplot(121, projection=\"3d\")\n", "utils.surface_y_up(ax, X[F_bnd], facecolor=utils.MESH_FACE, edgecolor=\"none\", alpha=0.2)\n", "utils.surface_y_up(ax, sol1[F_bnd], facecolor=\"#9ecae1\", edgecolor=(0, 0, 0.3, 0.35), lw=0.3, alpha=0.97)\n", "utils.setup_axes_y_up(ax, lims_cmp, title=f\"P1 linear: flat faces, locks (tip drop {drop1:.2f})\", **VIEW)\n", "ax = fig.add_subplot(122, projection=\"3d\")\n", "utils.surface_y_up(ax, curved_surface(V2, W_still, ref_F_still), facecolor=utils.MESH_FACE, edgecolor=\"none\", alpha=0.2)\n", "utils.surface_y_up(ax, curved_surface(sol2, W_still, ref_F_still), facecolor=\"#fc9272\",\n", " edgecolor=(0.3, 0, 0, 0.25), lw=0.25, alpha=0.97)\n", "utils.setup_axes_y_up(ax, lims_cmp, title=f\"P2 quadratic: curved faces (tip drop {drop2:.2f})\", **VIEW)\n", "fig.suptitle(\"Same tets, same material, same gravity: P2 bends, P1 locks\", fontsize=12)\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"p1_vs_p2_beam.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"020_p1_vs_p2_beam.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "3a431783", "metadata": {}, "source": [ "## Takeaways\n", "\n", "- The whole P2 stack (`linear_to_quadratic_elements`, `gauss_legendre_quadrature`, `deformation_jacobian_p2`,\n", " `p2_massmatrix`, `p2_gravity_force`) works on 3D tets exactly as on 2D triangles; a tet just has 10 nodes.\n", "- P2 evaluates one $F$ per cubature point, so the energy becomes a cubature sum; the elastic energy, pin,\n", " inertia and Newton solver are the unchanged P1 code.\n", "- The consistent P2 tet load pushes corner nodes *up* and midpoints down; only the total is $\\rho g V$.\n", "- On a bending-dominated cantilever, linear tets lock while the quadratic mesh deflects about 6.7x as far\n", " and renders with truly curved geometry." ] } ], "metadata": { "kernelspec": { "display_name": "simkit", "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": "3.12.13" } }, "nbformat": 4, "nbformat_minor": 5 }