\n",
"\n",
"All examples are expected to run from the `examples/` directory of the [Tesseract-JAX repository](https://github.com/pasteurlabs/tesseract-jax).\n",
"
\n",
"\n",
"In this example, you will learn how to:\n",
"1. Build a Tesseract that wraps a differentiable finite-element solver from [jax-fem](https://github.com/deepmodeling/jax-fem).\n",
"2. Build a Tesseract that uses finite differences under the hood to enable differentiability of a non-autodifferentiable geometry operation (computing a signed distance field from a 3D model).\n",
"3. Compose both Tesseracts with Tesseract-JAX to create a pipeline that can be used for differentiable shape optimization.\n",
"4. Perform gradient-based optimization using `optax` on the Tesseract-JAX pipeline.\n",
"\n",
"## Introduction\n",
"\n",
"In this notebook, we explore the optimization of a parametric structure made of a linear elastic material. The structure is parametrized by N bars, each of which has M piecewise linear segments. We seek the ideal configuration of the $y$-coordinates of the vertices that connect those bar segments. This notebook is based on the [2D topology optimization example](https://github.com/deepmodeling/jax-fem/tree/main/demos/topology_optimization) from `jax-fem`, but we solve the problem using a parametric approach instead.\n",
"\n",
"**That is, we use end-to-end automatic differentiation (AD) through several components to optimize the design variables directly with respect to (simulated) performance of the design.**\n",
"\n",
"The design space is defined using a geometry library called PyVista, which does not support automatic differentiation. However, we can enable differentiability of this operation by using a finite difference approximation of the Jacobian matrix.\n",
"\n",
"We denote the design space as a function $g$ that maps the design variables to a signed distance field. Then, we can then define the density field $\\rho(\\mathbf{x})$ as a function of a signed distance field (SDF) value $g(\\mathbf{x})$. Finally we denote the differentiable finite element method (FEM) solver as $f$, which takes the density field as input and returns the structure's compliance. Therefore, the optimization problem can be formulated as follows:\n",
"\n",
"$$\n",
"\\begin{equation}\n",
"\\min_{\\theta} f(\\rho(g(\\theta))).\n",
"\\end{equation}\n",
"$$\n",
"\n",
"Here, $\\theta$ is the vector of design variables (the $y$-coordinates of the vertices)."
]
},
{
"cell_type": "markdown",
"id": "2a64957e",
"metadata": {},
"source": [
"### AD and Tesseracts\n",
"\n",
"\n",
"\n",
"Since we want use a gradient based optimizer, we need to compute the gradient of the compliance with respect to the design variables. Hence we are interested in the following derivative:\n",
"\n",
"$$\n",
"\\begin{equation}\n",
"\\frac{\\partial f}{\\partial\\theta} = \\frac{\\partial f}{\\partial \\rho} \\cdot \\frac{\\partial \\rho}{\\partial g} \\cdot \\frac{\\partial g}{\\partial\\theta}\n",
"\\end{equation}\n",
"$$\n",
"\n",
"Note that each term is a (Jacobian) matrix. With modern AD libraries such as [JAX](https://github.com/jax-ml/jax), backpropagation uses the vector-Jacobian-product to pull back the gradients over the entire pipeline, without ever materializing Jacobian matrices. This is a powerful feature, but it typically requires that the entire pipeline is implemented in a single monolithic application – which can be cumbersome and error-prone, and does not scale well to large applications or compute needs.\n",
"\n",
"With Tesseracts, we wrap each function in a separate module and then compose them together. To enable differentiability, we also define AD-relevant endpoints, such as the vector-Jacobian product, inside each Tesseract module (`tesseract_api.py`).\n",
"\n",
"To learn more about building and running Tesseracts, please refer to the [Tesseract documentation](https://docs.pasteurlabs.ai/projects/tesseract-core/latest/).\n",
"\n",
"### Setup\n",
"\n",
"Let's install the required packages and build the two Tesseract images. Building the Tesseracts can take a few minutes as they are Docker containers with quite a few dependencies."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "5f5b8544",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\u001b[31mERROR: Could not open requirements file: [Errno 2] No such file or directory: 'requirements.txt'\u001b[0m\u001b[31m\n",
"\u001b[0mNote: you may need to restart the kernel to use updated packages.\n"
]
}
],
"source": [
"# Install additional requirements for this notebook\n",
"%pip install -r requirements.txt -q --isolated"
]
},
{
"cell_type": "markdown",
"id": "8b22ac5f",
"metadata": {},
"source": [
"## Step 1: Build + inspect used Tesseracts"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "c367fd3b",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Tesseract built successfully.\n"
]
}
],
"source": [
"import tesseract_core\n",
"\n",
"tesseract_core.build_tesseract(\"design_tess\", \"latest\")\n",
"tesseract_core.build_tesseract(\"fem_tess\", \"latest\")\n",
"print(\"Tesseract built successfully.\")"
]
},
{
"cell_type": "markdown",
"id": "e771cce1",
"metadata": {},
"source": [
"### Explore Design Space Tesseract\n",
"\n",
"First, let's import the Tesseract Core library and start a server for the design space Tesseract, which is equivalent to the function $g$ in the equation above."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "64ebfb56",
"metadata": {},
"outputs": [],
"source": [
"import jax.numpy as jnp\n",
"import matplotlib.pyplot as plt\n",
"from tesseract_core import Tesseract"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "8a407fb1",
"metadata": {},
"outputs": [],
"source": [
"design_tess = Tesseract.from_image(\"design-tube-sdf\")\n",
"design_tess.serve()"
]
},
{
"cell_type": "markdown",
"id": "bb2d05dd",
"metadata": {},
"source": [
"Now we can setup the parameters for the design space and apply the design Tesseract. The Tesseract constructs a 3D geometry using PyVista and computes its signed distance field (SDF)."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "0fdeb653",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"SDF shape: (120, 60)\n"
]
}
],
"source": [
"n_chains = 4\n",
"n_edges_per_chain = 5\n",
"bar_radius = 1.0\n",
"\n",
"Lx = 60\n",
"Ly = 30\n",
"Nx = 120\n",
"Ny = 60\n",
"\n",
"# Initialize chain parameter array\n",
"initial_params = jnp.zeros((n_chains, n_edges_per_chain + 1, 3), dtype=jnp.float32)\n",
"\n",
"for chain in range(n_chains):\n",
" initial_params = initial_params.at[chain, :, 0].set(\n",
" jnp.linspace(-Lx / 2, Lx / 2, n_edges_per_chain + 1)\n",
" )\n",
"\n",
" # add an offset\n",
" initial_params = initial_params.at[chain, :, 1].set(chain / n_chains * 10.0 - 5.0)\n",
"\n",
"sdf = design_tess.apply(\n",
" {\n",
" \"bar_params\": initial_params,\n",
" \"bar_radius\": bar_radius,\n",
" \"Lx\": Lx,\n",
" \"Ly\": Ly,\n",
" \"Nx\": Nx,\n",
" \"Ny\": Ny,\n",
" \"epsilon\": 1e-3, # epsilon, only used for FD of the jacobian\n",
" }\n",
")[\"sdf\"]\n",
"\n",
"print(\"SDF shape:\", sdf.shape)"
]
},
{
"cell_type": "markdown",
"id": "ad5503fb",
"metadata": {},
"source": [
"To better understand what's going on, let's import some internal functions from the design Tesseract, and visualize the structure and its SDF field."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "c5c123c8",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import pyvista as pv\n",
"from design_tess.tesseract_api import build_geometry, compute_sdf\n",
"\n",
"\n",
"def visualize(params, interactive=False):\n",
" \"\"\"Visualize the geometry defined by the parameters.\"\"\"\n",
" geometries = build_geometry(\n",
" params,\n",
" radius=bar_radius,\n",
" )\n",
" # Concatenate all pipe geometries into a single PolyData object\n",
" geometry = sum(geometries, start=pv.PolyData())\n",
" sdf = compute_sdf(params, radius=bar_radius, Lx=Lx, Ly=Ly, Nx=Nx, Ny=Ny)\n",
" isoval = sdf.contour(isosurfaces=[0.0], scalars=\"implicit_distance\")\n",
"\n",
" plotter = pv.Plotter()\n",
" plotter.add_mesh(geometry, color=\"lightblue\", show_edges=True, edge_color=\"black\")\n",
" plotter.add_mesh(\n",
" sdf, scalars=\"implicit_distance\", cmap=\"coolwarm\", show_edges=False\n",
" )\n",
" plotter.add_mesh(isoval, color=\"red\", show_edges=True, line_width=2)\n",
"\n",
" if interactive:\n",
" plotter.show()\n",
" else:\n",
" img = plotter.screenshot(return_img=True, scale=2, transparent_background=True)\n",
" plt.figure(figsize=(10, 8))\n",
" plt.axis(\"off\")\n",
" plt.imshow(img)\n",
" plt.tight_layout()\n",
"\n",
"\n",
"visualize(initial_params)"
]
},
{
"cell_type": "markdown",
"id": "1138150f",
"metadata": {},
"source": [
"Instead of calling the apply endpoint we can also call the vector-Jacobian product endpoint which is used for backpropagation (also called reverse-mode AD). This endpoint computes the derivative of the SDF with respect to the design variables, which is useful for gradient-based optimization. Hence we set the `vjp_inputs` to `bar_params` and the `vjp_outputs` to `sdf`, to indicate that we want to differentiate the SDF with respect to the shape parameters. "
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "15c4b95e",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Gradient shape: (4, 6, 3)\n"
]
}
],
"source": [
"grad = design_tess.vector_jacobian_product(\n",
" inputs={\n",
" \"bar_params\": initial_params,\n",
" \"bar_radius\": bar_radius,\n",
" \"Lx\": Lx,\n",
" \"Ly\": Ly,\n",
" \"Nx\": Nx,\n",
" \"Ny\": Ny,\n",
" \"epsilon\": 1e-3, # epsilon, only used for FD of the jacobian\n",
" },\n",
" vjp_inputs=[\"bar_params\"],\n",
" vjp_outputs=[\"sdf\"],\n",
" cotangent_vector={\"sdf\": jnp.ones((Nx, Ny), dtype=jnp.float32)},\n",
")[\"bar_params\"]\n",
"\n",
"print(\"Gradient shape:\", grad.shape)"
]
},
{
"cell_type": "markdown",
"id": "e2aed1e6",
"metadata": {},
"source": [
"Above we manually supplied all the relevant information regarding the VJP inputs, outputs, and cotangent vector. To make this easier, we can use the [Tesseract-JAX](https://github.com/pasteurlabs/tesseract-jax) library. Tesseract-JAX automatically registers Tesseracts as JAX primitives, which allows us to use JAX as an AD engine over functions that mix and match Tesseracts with regular JAX code. We can see this in action by using the `jax.vjp` function over `tesseract_jax.apply_tesseract`."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "a35ec0f0",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Gradient shape: (4, 6, 3)\n"
]
}
],
"source": [
"import jax\n",
"\n",
"from tesseract_jax import apply_tesseract\n",
"\n",
"primal, vjp_fun = jax.vjp(\n",
" lambda params: apply_tesseract(\n",
" design_tess,\n",
" {\n",
" \"bar_params\": params,\n",
" \"bar_radius\": bar_radius,\n",
" \"Lx\": Lx,\n",
" \"Ly\": Ly,\n",
" \"Nx\": Nx,\n",
" \"Ny\": Ny,\n",
" \"epsilon\": 0.01, # Smoothing parameter for SDF computation\n",
" },\n",
" )[\"sdf\"],\n",
" initial_params,\n",
")\n",
"\n",
"grad = vjp_fun(jnp.ones((Nx, Ny), dtype=jnp.float32))[0]\n",
"\n",
"print(\"Gradient shape:\", grad.shape)"
]
},
{
"cell_type": "markdown",
"id": "463a15a9",
"metadata": {},
"source": [
"### Define mapping from SDF to Density Field\n",
"\n",
"Now that we have the signed distance field (SDF) from the design space, we can proceed to compute the *density field*, which is what the FEM solver expects. That is, we need to define a function $\\rho$ that maps the SDF to a density value. This function needs to be smooth and differentiable to ensure that the optimization process can effectively navigate the design space. We use a parametrized sigmoid function, which ensures that the density values are bounded between 0 and 1. Here, $s$ is the slope of the sigmoid and $\\varepsilon$ is the offset. The parameters $s$ and $\\varepsilon$ can be adjusted to control the steepness and position of the transition between 0 and 1 in the density field.\n",
"\n",
"$$\n",
"\\begin{equation}\n",
" \\rho(\\text{SDF}) = \\frac{1}{1 + e^{s \\cdot \\text{SDF} - \\varepsilon}}\n",
"\\end{equation}\n",
"$$\n",
"\n",
"Since this function is straightforward to implement, we can directly use the JAX library to define it."
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "28d0224a",
"metadata": {},
"outputs": [],
"source": [
"def sdf_to_rho(\n",
" sdf: jnp.ndarray, scale: float = 4.0, offset: float = 1.0\n",
") -> jnp.ndarray:\n",
" \"\"\"Convert signed distance function to material density using sigmoid.\n",
"\n",
" Args:\n",
" sdf: Signed distance function values.\n",
" scale: Sigmoid steepness (higher = sharper transition).\n",
" offset: SDF value where density = 0.5.\n",
"\n",
" Returns:\n",
" Material density field in [0,1].\n",
" \"\"\"\n",
" return 1 / (1 + jnp.exp(scale * sdf - offset))"
]
},
{
"cell_type": "markdown",
"id": "ac5dbe99",
"metadata": {},
"source": [
"To verify the conversion, we can visualize the density field:"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "50fe8408",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"rho = sdf_to_rho(sdf)\n",
"fig, ax = plt.subplots(figsize=(10, 5))\n",
"im = ax.imshow(rho.T, origin=\"lower\", cmap=\"viridis\", vmin=0, vmax=1)\n",
"ax.set_title(\"Density Field (rho)\")\n",
"ax.set_xlabel(\"x\")\n",
"ax.set_ylabel(\"y\")\n",
"plt.colorbar(im, ax=ax, label=\"Density value\")\n",
"plt.tight_layout()"
]
},
{
"cell_type": "markdown",
"id": "87823f98",
"metadata": {},
"source": [
"### FEM Tesseract\n",
"\n",
"Now that we have a density field, we compute the *compliance* of the structure (~stiffness against deformation). That is, we find the most stable configuration of the structure under a given load. The compliance is computed using a finite element method (FEM) solver, which is implemented in the FEM Tesseract. The FEM Tesseract takes the density field as input and returns the compliance of the structure.\n",
"\n",
"The compliance Tesseract is using the jax-fem finite element library, which is fully auto-differentiable. Inside the Tesseract the boundary conditions are already hard coded, where the entire left side is subject to a Dirichlet boundary condition and bottom right side to a Neumann boundary condition."
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "389e4af3",
"metadata": {},
"outputs": [],
"source": [
"fem_tess = Tesseract.from_image(\"structure-jax-fem\")\n",
"fem_tess.serve()"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "9539f59e",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Compliance: 6261.0449\n"
]
}
],
"source": [
"compliance = apply_tesseract(\n",
" fem_tess,\n",
" {\n",
" \"rho\": jnp.reshape(rho, (Nx * Ny, 1)),\n",
" \"Lx\": Lx,\n",
" \"Ly\": Ly,\n",
" \"Nx\": Nx,\n",
" \"Ny\": Ny,\n",
" },\n",
")[\"compliance\"]\n",
"print(f\"Compliance: {compliance:.4f}\")"
]
},
{
"cell_type": "markdown",
"id": "5911b4e7",
"metadata": {},
"source": [
"## Step 2: Gradient-based parametric shape optimization\n",
"\n",
"Now that we have all the components of the pipeline, we can compose them together and define the loss function for the optimization. The loss function is simply the compliance of the structure, which we can compute by applying the FEM Tesseract to the density field obtained from the design space Tesseract.\n",
"\n",
"**This function looks trivial, but it is actually a complex pipeline that involves several components, each of which is differentiable.** The complexity is hidden behind the Tesseract implementation, which allows us to compose the components together and use them as a single function, without worrying about the details of the implementation."
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "f9994efc",
"metadata": {},
"outputs": [],
"source": [
"def loss(params: jnp.ndarray) -> float:\n",
" \"\"\"Compute structural compliance for given bar parameters.\n",
"\n",
" Args:\n",
" params: Bar parameter array with shape (n_chains, n_nodes, 3).\n",
"\n",
" Returns:\n",
" Structural compliance (scalar). Lower values indicate better performance.\n",
" \"\"\"\n",
" # -- Tess 1 (design) --\n",
" # Generate signed distance field from design parameters\n",
" sdf = apply_tesseract(\n",
" design_tess,\n",
" {\n",
" \"bar_params\": params,\n",
" \"bar_radius\": bar_radius,\n",
" \"Lx\": Lx,\n",
" \"Ly\": Ly,\n",
" \"Nx\": Nx,\n",
" \"Ny\": Ny,\n",
" \"epsilon\": 1e-4, # epsilon for finite difference\n",
" },\n",
" )[\"sdf\"]\n",
"\n",
" # -- Local JAX code --\n",
" # Convert SDF to material density distribution\n",
" rho = sdf_to_rho(sdf)\n",
"\n",
" # -- Tess 2 (FEM) --\n",
" # Compute structural compliance via finite element analysis\n",
" compliance = apply_tesseract(\n",
" fem_tess,\n",
" {\n",
" \"rho\": jnp.reshape(rho, (Nx * Ny, 1)), # Flatten for FEM solver\n",
" \"Lx\": Lx,\n",
" \"Ly\": Ly,\n",
" \"Nx\": Nx,\n",
" \"Ny\": Ny,\n",
" },\n",
" )[\"compliance\"]\n",
" return compliance"
]
},
{
"cell_type": "markdown",
"id": "a5782b48",
"metadata": {},
"source": [
"Now we can use JAX's `grad` function to compute the gradient of the compliance with respect to the design variables. We use a simple gradient descent optimizer to perform the optimization towards a local minimum. This is not a very sophisticated optimization approach, but it serves as a good starting point. The optimization process will take a few minutes to run."
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "da8ce026",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Iteration 1, Loss: 6261.04\n",
"Iteration 2, Loss: 4831.73\n",
"Iteration 3, Loss: 1827.27\n",
"Iteration 4, Loss: 1492.60\n",
"Iteration 5, Loss: 959.53\n",
"Iteration 6, Loss: 786.41\n",
"Iteration 7, Loss: 804.06\n",
"Iteration 8, Loss: 761.18\n",
"Iteration 9, Loss: 680.34\n",
"Iteration 10, Loss: 599.67\n",
"Iteration 11, Loss: 523.74\n",
"Iteration 12, Loss: 469.71\n",
"Iteration 13, Loss: 458.43\n",
"Iteration 14, Loss: 486.32\n",
"Iteration 15, Loss: 574.79\n",
"Iteration 16, Loss: 518.89\n",
"Iteration 17, Loss: 334.98\n",
"Iteration 18, Loss: 315.33\n",
"Iteration 19, Loss: 305.10\n",
"Iteration 20, Loss: 308.83\n",
"Iteration 21, Loss: 297.32\n",
"Iteration 22, Loss: 276.73\n",
"Iteration 23, Loss: 263.01\n",
"Iteration 24, Loss: 260.59\n",
"Iteration 25, Loss: 268.03\n",
"Iteration 26, Loss: 269.70\n",
"Iteration 27, Loss: 267.73\n",
"Iteration 28, Loss: 261.94\n",
"Iteration 29, Loss: 260.76\n",
"Iteration 30, Loss: 260.25\n",
"Iteration 31, Loss: 256.45\n",
"Iteration 32, Loss: 250.16\n",
"Iteration 33, Loss: 243.46\n",
"Iteration 34, Loss: 237.65\n",
"Iteration 35, Loss: 234.32\n",
"Iteration 36, Loss: 232.08\n",
"Iteration 37, Loss: 231.28\n",
"Iteration 38, Loss: 231.11\n",
"Iteration 39, Loss: 233.18\n",
"Iteration 40, Loss: 232.04\n"
]
}
],
"source": [
"import optax\n",
"\n",
"solver = optax.sgd(1e-2, momentum=0.9)\n",
"opt_state = solver.init(initial_params)\n",
"\n",
"params = initial_params.copy()\n",
"loss_hist = []\n",
"params_hist = []\n",
"\n",
"grad_fn = jax.jit(jax.value_and_grad(loss))\n",
"\n",
"for i in range(40):\n",
" loss_value, grads = grad_fn(params)\n",
" updates, opt_state = solver.update(\n",
" grads, opt_state, params, value=loss_value, grad=grads, value_fn=loss\n",
" )\n",
" params = optax.apply_updates(params, updates)\n",
"\n",
" # Ensure parameters are within bounds\n",
" params = params.at[..., 1].set(\n",
" jnp.clip(params[..., 1], -Ly / 2 + bar_radius, Ly / 2 - bar_radius)\n",
" )\n",
"\n",
" loss_hist.append(loss_value)\n",
" params_hist.append(params)\n",
"\n",
" print(f\"Iteration {i + 1}, Loss: {loss_value:.2f}\")"
]
},
{
"cell_type": "markdown",
"id": "ab08ef4e",
"metadata": {},
"source": [
"Lets plot the compliance as a function of the optimization steps. We can see that the compliance is decreasing smoothly, indicating that the optimization is working as expected. "
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "4bb8824e",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(loss_hist)\n",
"plt.yscale(\"log\")\n",
"plt.xlabel(\"Optimization Iteration\")\n",
"plt.ylabel(\"Compliance\")\n",
"plt.title(\"Compliance over Optimization\");"
]
},
{
"cell_type": "markdown",
"id": "54896b4f",
"metadata": {},
"source": [
"We can also trace the y coordinates of the vertices over the optimization steps. This gives us an idea of how the design variables are changing during the optimization process."
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "d5db1d27",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"param_hist_tensor = jnp.array(params_hist)\n",
"\n",
"plt.figure(figsize=(10, 5))\n",
"\n",
"for chain in range(n_chains):\n",
" for edge in range(n_edges_per_chain + 1):\n",
" plt.plot(\n",
" param_hist_tensor[:, chain, edge, 1].T, label=f\"Chain {chain}, Edge {edge}\"\n",
" )\n",
"\n",
"plt.xlabel(\"Optimization Iteration\")\n",
"plt.ylabel(\"Y-Position\");"
]
},
{
"cell_type": "markdown",
"id": "e92c46a6",
"metadata": {},
"source": [
"## Step 3: Visualize results\n",
"\n",
"After optimization, the structure has been adjusted to assume a more stable configuration under the given load. The design variables have been tuned to achieve this goal, reducing the compliance of the structure from around 10,000 to about 200.\n",
"\n",
"Here is the final optimized structure:"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "0fe13431",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"visualize(params)"
]
},
{
"cell_type": "markdown",
"id": "5029dabb",
"metadata": {},
"source": [
"We generate a video of the optimization process to visualize how the structure evolves over time."
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "118e8ded",
"metadata": {},
"outputs": [],
"source": [
"from matplotlib import animation\n",
"\n",
"# repeat the last frame a few times to show the final result\n",
"params_hist = params_hist + [params] * 20\n",
"\n",
"fig = plt.figure(figsize=(7, 4))\n",
"\n",
"ims = []\n",
"for params in params_hist:\n",
" sdf = apply_tesseract(\n",
" design_tess,\n",
" {\n",
" \"bar_params\": params,\n",
" \"bar_radius\": bar_radius,\n",
" \"Lx\": Lx,\n",
" \"Ly\": Ly,\n",
" \"Nx\": Nx,\n",
" \"Ny\": Ny,\n",
" \"epsilon\": 1e-3,\n",
" },\n",
" )[\"sdf\"]\n",
"\n",
" rho = sdf_to_rho(sdf)\n",
"\n",
" im = plt.imshow(rho.T, origin=\"lower\", cmap=\"viridis\", vmin=0, vmax=1)\n",
" ims.append([im])\n",
"\n",
"ani = animation.ArtistAnimation(fig, ims, interval=10, blit=True, repeat_delay=2)\n",
"plt.close(fig)\n",
"\n",
"ani.save(\"rho_optim.gif\", writer=\"pillow\", fps=10)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "930d61c8",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"
\n",
"\n",
"\n",
"\n"
],
"text/plain": [
""
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from IPython.display import HTML\n",
"\n",
"HTML(ani.to_jshtml(fps=10, embed_frames=True))"
]
},
{
"cell_type": "markdown",
"id": "dcb7f911",
"metadata": {},
"source": [
"Finally, lets compare the parametric optimization against the original free form topology optimization example from jax-fem. \n",
"\n",
"That is, we compare our results to the results obtains from a pixel-wise optimization of the density field, which is a common approach in topology optimization. However, it often leads to final designs that are not manufacturable, as they can have complex geometries that are difficult to fabricate. In contrast, our parametric approach leads to more fine-grained control over the solution space – and apparently very similar results, despite our simplistic approach.\n",
"\n",
"| Parametric Optimization (Ours) | Free Form Topology Optimization (jax-fem example) |\n",
"|-------------------------|---------------------------------|\n",
"|  |  |"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "a54b0852",
"metadata": {},
"outputs": [],
"source": [
"# Tear down Tesseracts after use\n",
"design_tess.teardown()\n",
"fem_tess.teardown()"
]
},
{
"cell_type": "markdown",
"id": "6ca38dc8",
"metadata": {},
"source": [
"And that's it! We have successfully implemented and tested a parametric shape optimization pipeline using Tesseract-JAX and other libraries from the JAX ecosystem. \n",
"\n",
"The result is a differentiable pipeline of two Tesseracts and a few lines of JAX code that is fit for gradient-based, end-to-end optimization. This allows us to optimize design variables directly with respect to the simulated performance of the design.\n",
"\n",
"## Eager to learn more?\n",
"\n",
"Questions? Feedback? Please reach out through the [Tesseract Community Forum](https://si-tesseract.discourse.group/)."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "science",
"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": "3.12.7"
}
},
"nbformat": 4,
"nbformat_minor": 5
}