{ "cells": [ { "cell_type": "markdown", "id": "c4d904b9", "metadata": {}, "source": [ "# Working with polygons" ] }, { "cell_type": "markdown", "id": "00502889", "metadata": {}, "source": [ "At the core of each `SuperScreen` simulation is an instance of the `superscreen.Device` class, which represents the superconducting structure to be modeled. A `Device` is composed of one or more `Layers` that each lie in a plane parallel to the $x-y$ plane (at position `layer.z0`) and have a specified penetration depth $\\Lambda$. Each layer contains one or more superconducting `films`, and each `film` contains zero or more `holes`. `Films` and `holes` are represented by instances of the `superscreen.Polygon` class, which defines a 2D polygonal region." ] }, { "cell_type": "code", "execution_count": 1, "id": "714bb687", "metadata": {}, "outputs": [], "source": [ "# Automatically install superscreen from GitHub only if running in Google Colab\n", "if \"google.colab\" in str(get_ipython()):\n", " %pip install --quiet git+https://github.com/loganbvh/superscreen.git" ] }, { "cell_type": "code", "execution_count": 2, "id": "18a89f72", "metadata": {}, "outputs": [], "source": [ "%config InlineBackend.figure_formats = {\"retina\", \"png\"}\n", "%matplotlib inline\n", "\n", "import os\n", "\n", "os.environ[\"OPENBLAS_NUM_THREADS\"] = \"1\"\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "plt.rcParams[\"figure.figsize\"] = (4, 4)\n", "plt.rcParams[\"font.size\"] = 10\n", "\n", "import superscreen as sc" ] }, { "cell_type": "code", "execution_count": 3, "id": "b6328a0c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
SoftwareVersion
SuperScreen0.13.0
Numpy2.4.4
Numba0.65.1
SciPy1.17.1
matplotlib3.10.9
IPython9.13.0
Python3.14.4 | packaged by conda-forge | (main, Apr 8 2026, 02:33:53) [Clang 20.1.8 ]
OSposix [darwin]
Number of CPUsPhysical: 10, Logical: 10
BLAS InfoGeneric
Tue Apr 28 20:43:40 2026 EDT
" ], "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sc.version_table()" ] }, { "cell_type": "markdown", "id": "b1bb12f0", "metadata": {}, "source": [ "A `Polygon` is defined by a collection of `(x, y)` coordinates specifying its vertices; the vertices are stored as an `n x 2` `numpy.ndarray` called `polygon.points`." ] }, { "cell_type": "code", "execution_count": 4, "id": "56a82bbc", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "type(points) = , points.shape = (100, 2)\n" ] } ], "source": [ "# Define the initial geometry: a rectangular box specified as an np.ndarray\n", "width, height = 10, 2\n", "points = sc.geometry.box(width, height)\n", "print(f\"type(points) = {type(points)}, points.shape = {points.shape}\")" ] }, { "cell_type": "code", "execution_count": 5, "id": "af7f0bf7", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Create a Polygon representing a \"horizontal bar\", hbar\n", "hbar = sc.Polygon(points=points)\n", "hbar.polygon" ] }, { "cell_type": "markdown", "id": "f4a391e0", "metadata": {}, "source": [ "The object passed to `sc.Polygon(points=...)` can be of any of the following:\n", "\n", "- An `n x 2` array-like object, for example an `np.ndarray` or a list of `(x, y)` coordinates\n", "- An existing `sc.Polygon` instance (in which case, the new object will be a copy of the existing one)\n", "- An instance of [LineString](https://shapely.readthedocs.io/en/stable/manual.html#LineString), [LinearRing](https://shapely.readthedocs.io/en/stable/manual.html#LinearRing), or [Polygon](https://shapely.readthedocs.io/en/stable/manual.html#Polygon) from the [shapely](https://shapely.readthedocs.io/en/stable/manual.html) package" ] }, { "cell_type": "code", "execution_count": 6, "id": "b9559dd7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "(\n", " sc.Polygon(points=hbar.points)\n", " == sc.Polygon(points=hbar.polygon)\n", " == sc.Polygon(points=hbar)\n", " == hbar.copy()\n", " == hbar\n", ")" ] }, { "cell_type": "markdown", "id": "c3499448", "metadata": {}, "source": [ "Every instance of `sc.Polygon` has a property, `instance.polygon`, which returns a corresponding `shapely`\n", "`Polygon` object. Among other things, this is usefuly for quickly visualizing polygons.\n", "\n", "There are several methods for transforming the geometry of a single `Polygon`:\n", "\n", "- `polygon.translate(dx=0, dy=0)`\n", "- `polygon.rotate(degrees, origin=(0, 0))`\n", "- `polygon.scale(xfact=1, yfact=1, origin=(0, 0))`\n", "- `polygon.buffer(distance, ...)`\n", "\n", "There are also three methods for combining multiple `Polygon`-like objects:\n", "\n", "- `polygon.union(*others)`: logical union of `polygon` with each object in the iterable `others`\n", " - See also: `sc.Polygon.from_union([...])`\n", "- `polygon.intersection(*others)`: logical intersection of `polygon` with each object in the iterable `others`\n", " - See also: `sc.Polygon.from_intersection([...])`\n", "- `polygon.difference(*others)`: logical difference of `polygon` with each object in the iterable `others`\n", " - See also: `sc.Polygon.from_difference([...])`\n", " \n", "Note that the elements of the iterable `others` can be of any type that can be passed in to `sc.Polygon(points=...)` (see above)." ] }, { "cell_type": "code", "execution_count": 7, "id": "f5d1c811", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Copy hbar and rotate the copy 90 degrees counterclockwise\n", "vbar = hbar.rotate(90)\n", "vbar.polygon" ] }, { "cell_type": "code", "execution_count": 8, "id": "287a747e", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Create a new Polygon that is the union of hbar and vbar: \"+\"\n", "plus = hbar.union(vbar)\n", "# # The above is equivalent to either of the following:\n", "# plus = vbar.union(hbar)\n", "# plus = sc.Polygon.from_union([hbar, vbar])\n", "plus.polygon" ] }, { "cell_type": "code", "execution_count": 9, "id": "f775798c", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Rotate the \"+\" by 45 degrees to make an \"X\"\n", "X = plus.rotate(45)\n", "X.polygon" ] }, { "cell_type": "code", "execution_count": 10, "id": "65f0824d", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Create a new polygon with all edges offset (eroded) by a distance of -0.5\n", "thinX = X.buffer(-0.5)\n", "thinX.polygon" ] }, { "cell_type": "code", "execution_count": 11, "id": "80b85333", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Create a new polygon with all edges offset (expanded) by a distance of 0.5\n", "thickX = X.buffer(0.5)\n", "thickX.polygon" ] }, { "cell_type": "code", "execution_count": 12, "id": "9a4e2cbb", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 120, "width": 481 } }, "output_type": "display_data" } ], "source": [ "polygons = [hbar, vbar, plus, X, thinX, thickX]\n", "labels = [\"hbar\", \"vbar\", \"plus\", \"X\", \"thinX\", \"thickX\"]\n", "\n", "fig, ax = plt.subplots(figsize=(6, 1))\n", "\n", "for i, polygon in enumerate(polygons):\n", " polygon.translate(dx=width * i).plot(ax=ax)\n", "\n", "ax.set_xticks([width * i for i, _ in enumerate(labels)])\n", "ax.set_xticklabels(labels)\n", "_ = ax.set_yticks([])" ] }, { "cell_type": "code", "execution_count": 13, "id": "7222dcd2", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X.union(plus).polygon" ] }, { "cell_type": "code", "execution_count": 14, "id": "973fdb1e", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X.intersection(plus).polygon" ] }, { "cell_type": "markdown", "id": "cacbad79", "metadata": {}, "source": [ "Using the methods demonstrated above, intricate geometries can be constructed from simple building blocks in just a few lines of code." ] }, { "cell_type": "code", "execution_count": 15, "id": "f74c4e51", "metadata": {}, "outputs": [], "source": [ "size = 10\n", "\n", "hbar = sc.Polygon(points=sc.geometry.box(size / 3, size / 50))\n", "plus = hbar.union(hbar.rotate(90))\n", "star = plus.union(plus.rotate(45))\n", "\n", "star_dx = 1.2 * size * np.sqrt(2) / 2\n", "\n", "snowflake = (\n", " sc.Polygon(points=sc.geometry.box(size, size))\n", " .rotate(45)\n", " .union(\n", " *(star.translate(dx=star_dx).rotate(degrees) for degrees in [0, 90, 180, 270])\n", " )\n", ")\n", "snowflake = snowflake.union(snowflake.rotate(45))" ] }, { "cell_type": "code", "execution_count": 16, "id": "85ac158a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "image/png": { "height": 351, "width": 380 } }, "output_type": "display_data" } ], "source": [ "ax = snowflake.plot()" ] }, { "cell_type": "code", "execution_count": 17, "id": "c089372c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Polygon area: snowflake.area = 136.622\n", "Polygon width and height: snowflake.extents = (20.303896081810475, 20.303896081810475)\n" ] } ], "source": [ "print(f\"Polygon area: snowflake.area = {snowflake.area:.3f}\")\n", "print(f\"Polygon width and height: snowflake.extents = {snowflake.extents}\")" ] }, { "cell_type": "markdown", "id": "7fe6740c", "metadata": {}, "source": [ "In `SuperScreen`, all `polygons` must be simply-connected, i.e. have no holes." ] }, { "cell_type": "code", "execution_count": 18, "id": "6bdd3e73", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ValueError('Expected a simply-connected polygon.')\n" ] } ], "source": [ "circle = sc.Polygon(points=sc.geometry.circle(10))\n", "hole = circle.scale(0.5, 0.5)\n", "try:\n", " ring = circle.difference(hole)\n", "except ValueError as e:\n", " print(f\"ValueError('{e}')\")" ] }, { "cell_type": "markdown", "id": "1e2a4686", "metadata": {}, "source": [ "However, `SuperScreen` **does** allow you to model multiply-connected films. A `film` with $h$ `holes` in it is modeled as $h + 1$ separate `sc.Polygon` objects:" ] }, { "cell_type": "code", "execution_count": 19, "id": "802a202d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 351, "width": 358 } }, "output_type": "display_data" } ], "source": [ "h = 9\n", "circle = sc.Polygon(points=sc.geometry.circle(5))\n", "holes = [\n", " sc.Polygon(points=sc.geometry.box(2, 1)).translate(3.5).rotate(theta)\n", " for theta in np.linspace(0, 360, h, endpoint=False)\n", "]\n", "\n", "ax = circle.plot(lw=3)\n", "for hole in holes:\n", " hole.plot(ax=ax, lw=3)\n", " # Boolean array indicating whether each point in hole.points\n", " # lies within the circle\n", " points_in_circle = circle.contains_points(hole.points)\n", " assert isinstance(points_in_circle, np.ndarray)\n", " assert points_in_circle.shape[0] == hole.points.shape[0]\n", " assert points_in_circle.dtype == np.dtype(bool)\n", " assert points_in_circle.all()\n", "\n", " # Alternatively, use shapely to check whehther the hole's polygon\n", " # lies within the circle's polygon\n", " assert circle.polygon.contains(hole.polygon)" ] }, { "cell_type": "markdown", "id": "a72c2cd5", "metadata": {}, "source": [ "## Meshing `Polygons`\n", "\n", "Individual polygons can be meshed using the `Polygon.make_mesh()` method." ] }, { "cell_type": "code", "execution_count": 20, "id": "cda4a7a5", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 257, "width": 432 } }, "output_type": "display_data" } ], "source": [ "setups = [\n", " dict(min_points=500, smooth=0),\n", " dict(max_edge_length=0.5, smooth=100),\n", "]\n", "\n", "fig, axes = plt.subplots(1, len(setups), figsize=(2 * (len(setups) + 0.5), 2))\n", "\n", "for ax, options in zip(axes, setups):\n", " # Generate a mesh with the specified options\n", " mesh = X.make_mesh(**options)\n", "\n", " # Plot the mesh\n", " ax.set_aspect(\"equal\")\n", " title = [f\"{key}={value!r}\" for key, value in options.items()]\n", " title.append(f\"Actual points = {len(mesh.sites)}\")\n", " ax.triplot(mesh.sites[:, 0], mesh.sites[:, 1], mesh.elements, linewidth=0.75)\n", " ax.set_title(\"\\n\".join(title))" ] }, { "cell_type": "markdown", "id": "75d6f020", "metadata": {}, "source": [ "This can come in handy if, for example, you want to use a `Polygon` to define an applied magnetic field rather than include it in a `Device` to solve.\n", "\n", "Here we calculate the vector magnetic field from a magnetic \"X\" lying in the $x-y$ plane with uniform out-of-plane magnetization. We'll assume that the dimensions of the \"X\" are in microns and that its magnetization (area density of magnetic moments) is $\\vec{m}=1\\,\\mu_\\mathrm{B}/\\mathrm{nm}^2\\,\\hat{z}$, where $\\mu_\\mathrm{B}$ is the Bohr magneton." ] }, { "cell_type": "code", "execution_count": 21, "id": "f37ee0e2", "metadata": {}, "outputs": [], "source": [ "# Generate the mesh\n", "mesh = X.make_mesh(min_points=1000)\n", "x, y = mesh.sites[:, 0], mesh.sites[:, 1]\n", "\n", "# (x, y, z) position of each vertex\n", "vertex_positions = np.stack([x, y, np.zeros_like(x)], axis=1)\n", "\n", "# Calculate the effective area of each vertex in the mesh\n", "vertex_areas = mesh.vertex_areas * sc.ureg(\"um ** 2\")\n", "\n", "# Define the magnetic moment of each mesh vertex\n", "z_hat = np.array([0, 0, 1]) # unit vector in the z direction\n", "magnetization = sc.ureg(\"1 mu_B / nm ** 2\")\n", "vertex_moments = z_hat * magnetization * vertex_areas[:, np.newaxis]\n", "# Convert to units of Bohr magnetons\n", "vertex_moments = vertex_moments.to(\"mu_B\").magnitude" ] }, { "cell_type": "markdown", "id": "fc6518e0", "metadata": {}, "source": [ "The function `superscreen.sources.DipoleField` returns a `superscreen.Parameter` that calulates the magnetic field (in Tesla) from a disribution of magnetic dipoles." ] }, { "cell_type": "code", "execution_count": 22, "id": "eeca2510", "metadata": {}, "outputs": [], "source": [ "field_param = sc.sources.DipoleField(\n", " dipole_positions=vertex_positions,\n", " dipole_moments=vertex_moments,\n", ")" ] }, { "cell_type": "markdown", "id": "b3b6c6e4", "metadata": {}, "source": [ "Evaluate the magnetic field from the \"X\":" ] }, { "cell_type": "code", "execution_count": 23, "id": "c42f48de", "metadata": {}, "outputs": [], "source": [ "# Coordinates at which to evaluate the magnetic field (in microns)\n", "N = 101\n", "eval_xs = eval_ys = np.linspace(-5, 5, N)\n", "eval_z = 0.5\n", "xgrid, ygrid, zgrid = np.meshgrid(eval_xs, eval_ys, eval_z)\n", "xgrid = np.squeeze(xgrid)\n", "ygrid = np.squeeze(ygrid)\n", "zgrid = np.squeeze(zgrid)\n", "\n", "# field_param returns shape (N * N, 3), where the last axis is field component\n", "# and the units are Tesla\n", "field = field_param(xgrid.ravel(), ygrid.ravel(), zgrid.ravel()) * sc.ureg(\"tesla\")\n", "# Reshape to (N, N, 3), where the last axis is field component,\n", "# and convert to microTesla\n", "field = field.reshape((N, N, 3)).to(\"microtesla\").magnitude" ] }, { "cell_type": "markdown", "id": "f668ca17", "metadata": {}, "source": [ "Plot the results:" ] }, { "cell_type": "code", "execution_count": 24, "id": "ac4424ad", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 211, "width": 598 } }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(\n", " 1, 3, figsize=(6, 2), sharex=True, sharey=True, constrained_layout=True\n", ")\n", "\n", "vmax = max(abs(field.min()), abs(field.max()))\n", "vmin = -vmax\n", "kwargs = dict(vmin=vmin, vmax=vmax, shading=\"auto\", cmap=\"coolwarm\")\n", "\n", "for i, (ax, label) in enumerate(zip(axes, \"xyz\")):\n", " ax.set_aspect(\"equal\")\n", " im = ax.pcolormesh(xgrid, ygrid, field[..., i], **kwargs)\n", " ax.set_title(f\"$\\\\mu_0H_{{{label}}}(z={{{eval_z}}}\\\\,\\\\mu\\\\mathrm{{m}})$\")\n", "cbar = fig.colorbar(im, ax=axes)\n", "cbar.set_label(\"$\\\\mu_0H$ [$\\\\mu$T]\")\n", "_ = axes[0].set_xlabel(\"$x$ [$\\\\mu$m]\")\n", "_ = axes[0].set_ylabel(\"$y$ [$\\\\mu$m]\")" ] }, { "cell_type": "code", "execution_count": null, "id": "170456de", "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": "3.14.4" } }, "nbformat": 4, "nbformat_minor": 5 }