{ "cells": [ { "metadata": { "collapsed": true }, "cell_type": "markdown", "source": [ "# Two-dimensional Forward Modeling\n", "Before reading this tutorial, familiarize yourself with the 1D forward modeling tutorial, which describes the coordinate system.\n", "\n", "In this tutorial, we discuss the 2D forward problem: how to use SOTtools to calculate the SQUID signal generated by a 2D current distribution defined on a grid or a mesh.\n", "\n", "The simplest way to perform 2D forward modeling is using the Forward2DCurrent class, which transforms 2D currents defined on a rectangular grid into a SQUID signal. The disadvantage of relying solely on Forward2DCurrent is that it knows nothing of the sample geometry. For this, later in this tutorial, we will introduce the Mesh class together with MeshToGrid.\n", "\n", "Two-dimensional modeling is completely analogous to 1D modeling. We start by specifying the geometry of the problem using the Forward2DParameters class, which encapsulates the geometry of both the SQUID and the sample. The Forward2DCurrent class is then initialized with these parameters, and can be used to perform forward modeling for any 2D current distribution." ], "id": "f1f6eb77ec8b9734" }, { "metadata": { "ExecuteTime": { "end_time": "2026-07-10T09:51:50.144769Z", "start_time": "2026-07-10T09:51:48.498306Z" } }, "cell_type": "code", "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import sottools.forward as forward\n", "\n", "params = forward.Forward2DParameters(\n", " Lx = 8.0,\n", " Ly = 4.0,\n", " Nx = 256,\n", " Ny = 128, # Take care: pixels must be PERFECTLY square\n", " rho1 = 0.2,\n", " rho2 = 0.4,\n", " height = 0.5,\n", " phi = np.deg2rad(63.0), # Standard TM-SOT sensor tilt angle\n", " invert_normal=True # Sets the sign of the SQUID response\n", ")\n", "fwd = forward.Forward2DCurrent(params)" ], "id": "650f51994afced58", "outputs": [], "execution_count": 1 }, { "metadata": {}, "cell_type": "markdown", "source": "For this example, we generate a 2D current ring.", "id": "8842af01cee9a691" }, { "metadata": { "ExecuteTime": { "end_time": "2026-07-10T09:51:50.217507Z", "start_time": "2026-07-10T09:51:50.148307Z" } }, "cell_type": "code", "source": [ "X = params.xx.cpu().numpy()\n", "Y = params.yy.cpu().numpy()\n", "R = np.sqrt(Y**2 + X**2) # Polar coordinates\n", "Phi = np.arctan2(Y, X)\n", "\n", "ring_radius = 1.0\n", "ring_width = 0.3\n", "Kx, Ky = np.zeros_like(X), np.zeros_like(Y) # Sheet currents\n", "K = np.exp(-(R-ring_radius)**2/(2*ring_width**2)) # Ring current density\n", "Kx = -K * np.sin(Phi) # Convert to Cartesian coordinates\n", "Ky = K * np.cos(Phi)\n", "\n", "fig, ax = plt.subplots(1,1)\n", "ax.imshow(K, extent=[-params.Ly/2, params.Ly/2, params.Lx/2, -params.Lx/2], cmap='inferno')\n", "ax.quiver(Y[::8, ::8], X[::8, ::8], Ky[::8, ::8], -Kx[::8, ::8], color='k', scale=10)\n", "ax.set_xlabel('y (µm)')\n", "ax.set_ylabel('x (µm)')\n", "ax.set_aspect('equal')\n", "plt.show()" ], "id": "f187316d03258583", "outputs": [ { "data": { "text/plain": [ "
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" }, "metadata": {}, "output_type": "display_data", "jetTransient": { "display_id": null } } ], "execution_count": 2 }, { "metadata": {}, "cell_type": "markdown", "source": "The Forward2DCurrent class can now calculate the SQUID signal that corresponds to this ring.", "id": "8fab66987aeaafb6" }, { "metadata": { "ExecuteTime": { "end_time": "2026-07-10T09:51:50.225840Z", "start_time": "2026-07-10T09:51:50.221390Z" } }, "cell_type": "code", "source": "signal = fwd.forward(Kx, Ky)", "id": "a2f394b7904e21eb", "outputs": [], "execution_count": 3 }, { "metadata": { "ExecuteTime": { "end_time": "2026-07-10T09:51:50.334088Z", "start_time": "2026-07-10T09:51:50.230078Z" } }, "cell_type": "code", "source": [ "fig, (ax0, ax1) = plt.subplots(1,2,figsize=(8,3))\n", "im0 = ax0.imshow(signal, extent=[-params.Ly/2, params.Ly/2, params.Lx/2, -params.Lx/2], cmap='inferno', vmin=-0.08, vmax=0.04)\n", "ax0.set_xlabel('y (µm)')\n", "ax0.set_ylabel('x (µm)')\n", "ax0.set_aspect('equal')\n", "im1 = ax1.imshow(K, extent=[-params.Ly/2, params.Ly/2, params.Lx/2, -params.Lx/2], cmap='inferno')\n", "ax1.set_xlabel('y (µm)')\n", "ax1.set_ylabel('x (µm)')\n", "ax1.set_aspect('equal')\n", "ax1.quiver(Y[::8, ::8], X[::8, ::8], Ky[::8, ::8], -Kx[::8, ::8], color='k', scale=10)\n", "plt.colorbar(im0, ax=ax0, label='SQUID signal (µTµm²)')\n", "plt.colorbar(im1, ax=ax1, label='Sheet current density (µA/µm)')\n", "plt.tight_layout()\n", "plt.show()" ], "id": "3b6ae2d496172dd8", "outputs": [ { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": {}, "output_type": "display_data", "jetTransient": { "display_id": null } } ], "execution_count": 4 }, { "metadata": {}, "cell_type": "markdown", "source": "SOTtools uses a standard padding strategy where currents that leave the the scan area are reflected outside the scan area as part of the padding step. This means that currents intersecting the scan area are still reasonably well simulated--of course, this reflection is an *assumption*, but generally, it is far more accurate than simply assuming periodicity or zero current outside the image. To illustrate, we re-run the above example where the ring center is placed at the right upper corner.", "id": "6c2cfeae94343579" }, { "metadata": { "ExecuteTime": { "end_time": "2026-07-10T09:51:50.443291Z", "start_time": "2026-07-10T09:51:50.337091Z" } }, "cell_type": "code", "source": [ "ring_x0 = -4\n", "ring_y0 = 2\n", "R = np.sqrt((Y-ring_y0)**2 + (X-ring_x0)**2) # Polar coordinates\n", "Phi = np.arctan2(Y-ring_y0, X-ring_x0)\n", "Kx, Ky = np.zeros_like(X), np.zeros_like(Y) # Sheet currents\n", "K = np.exp(-(R-ring_radius)**2/(2*ring_width**2)) # Ring current density\n", "Kx = -K * np.sin(Phi) # Convert to Cartesian coordinates\n", "Ky = K * np.cos(Phi)\n", "\n", "signal = fwd.forward(Kx, Ky)\n", "\n", "fig, (ax0, ax1) = plt.subplots(1,2,figsize=(8,3))\n", "im0 = ax0.imshow(signal, extent=[-params.Ly/2, params.Ly/2, params.Lx/2, -params.Lx/2], cmap='inferno', vmin=-0.08, vmax=0.04)\n", "ax0.set_xlabel('y (µm)')\n", "ax0.set_ylabel('x (µm)')\n", "ax0.set_aspect('equal')\n", "im1 = ax1.imshow(K, extent=[-params.Ly/2, params.Ly/2, params.Lx/2, -params.Lx/2], cmap='inferno')\n", "ax1.set_xlabel('y (µm)')\n", "ax1.set_ylabel('x (µm)')\n", "ax1.set_aspect('equal')\n", "ax1.quiver(Y[::8, ::8], X[::8, ::8], Ky[::8, ::8], -Kx[::8, ::8], color='k', scale=10)\n", "plt.colorbar(im0, ax=ax0, label='SQUID signal (µTµm²)')\n", "plt.colorbar(im1, ax=ax1, label='Sheet current density (µA/µm)')\n", "plt.tight_layout()\n", "plt.show()" ], "id": "83268131ee482a7f", "outputs": [ { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": {}, "output_type": "display_data", "jetTransient": { "display_id": null } } ], "execution_count": 5 }, { "metadata": {}, "cell_type": "markdown", "source": [ "So far, we have worked exclusively on a grid. However, one key feature of SOTtools is its incorporation of FEM meshes in both forward and backward problems. This keeps all modeling aware of the sample geometry. The Mesh class is responsible for generating meshes. Currently, SOTtools has a single Mesh class, SimplyConnectedCurrentMesh, which represents a geometry with a single inlet and a single outlet.\n", "\n", "Here, we illustrate how to create such a mesh. We use the edge refinement features to create a mesh that is much more fine at the edges than in its center. For later modeling using the London equations, this is an essential feature." ], "id": "7f29a91cf1c549ec" }, { "metadata": { "ExecuteTime": { "end_time": "2026-07-10T09:51:50.464315Z", "start_time": "2026-07-10T09:51:50.451159Z" } }, "cell_type": "code", "source": [ "import sottools.mesh as mesh\n", "\n", "vertices = [\n", " [-4,-1.5],\n", " [-4, 1.5],\n", " [4, 1.5],\n", " [4, -1.5],\n", " [1, -1.5],\n", " [1, 0.5],\n", " [-1, 0.5],\n", " [-1, -1.5]\n", "]\n", "segments = [ # Define the edges of the mesh by connecting vertices\n", " [0, 1],\n", " [1, 2],\n", " [2, 3],\n", " [3, 4],\n", " [4, 5],\n", " [5, 6],\n", " [6, 7],\n", " [7, 0]\n", "]\n", "BM = mesh.SimplyConnectedCurrentMesh.BoundaryMarker\n", "segment_markers = [ # Specify the boundary condition at each edge\n", " BM.NEUMANN_IN,\n", " BM.DIRICHLET_RIGHT,\n", " BM.NEUMANN_OUT,\n", " BM.DIRICHLET_LEFT,\n", " BM.DIRICHLET_LEFT,\n", " BM.DIRICHLET_LEFT,\n", " BM.DIRICHLET_LEFT,\n", " BM.DIRICHLET_LEFT\n", "]\n", "\n", "constrictionmesh = mesh.SimplyConnectedCurrentMesh(\n", " vertices,\n", " segments,\n", " segment_markers,\n", " max_area = 0.1,\n", " refine_distance = 0.05\n", ")" ], "id": "8931cb49bebd7cec", "outputs": [], "execution_count": 6 }, { "metadata": {}, "cell_type": "markdown", "source": "Just as for forward kernels, there are utility functions for the visualization of meshes.", "id": "b26b29e82a44ec15" }, { "metadata": { "ExecuteTime": { "end_time": "2026-07-10T09:51:50.980080Z", "start_time": "2026-07-10T09:51:50.776173Z" } }, "cell_type": "code", "source": [ "import sottools.utils.meshplotting as meshplotting\n", "\n", "fig, ax = plt.subplots(1,1)\n", "meshplotting.plot_mesh(constrictionmesh, ax)\n", "plt.show()" ], "id": "b66a7aec804a129e", "outputs": [ { "data": { "text/plain": [ "
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" }, "metadata": {}, "output_type": "display_data", "jetTransient": { "display_id": null } } ], "execution_count": 7 }, { "metadata": {}, "cell_type": "markdown", "source": [ "On meshes, we do not specify currents directly. On a complicated mesh, making a divergence free current is extremely difficult. Instead, we specify a stream function $g$. The relation between $g$ and sheet current denisty $\\mathbf{K}$ is given by:\n", "\n", "$$\\mathbf{K} = \\nabla\\times (g\\hat{\\mathbf{z}})$$\n", "\n", "In principle, one can manually specify such stream functions, but it is much easier to generate one from known physical laws. SOTtools contains a London equation solver to generate stream functions for arbitrary thin superconductors. We illustrate this here:" ], "id": "48d7c19465d7c853" }, { "metadata": { "ExecuteTime": { "end_time": "2026-07-10T09:51:52.047918Z", "start_time": "2026-07-10T09:51:51.713998Z" } }, "cell_type": "code", "source": [ "londonsolver = mesh.LondonSolver(\n", " mesh=constrictionmesh,\n", " Pearllength=0.3, # Pearl length = lambda^2/2d\n", " verbose=False\n", ")\n", "res = londonsolver.solve(\n", " left_bc = 0.0,\n", " right_bc = 1.0 # Boundary conditions for the streamfunction. The difference between left and right boundary conditions is the total current through the device\n", ")\n", "\n", "print(\"Convergence:\", res[\"converged\"])\n", "\n", "fig, ax = plt.subplots(1,1)\n", "meshplotting.streamplot(constrictionmesh, ax, res[\"Kx\"], res[\"Ky\"], n_grid=256)\n", "ax.set_ylim(-4,4)\n", "ax.set_xlim(-2,2)\n", "plt.show()" ], "id": "5e7f843d794673b2", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Convergence: True\n" ] }, { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": {}, "output_type": "display_data", "jetTransient": { "display_id": null } } ], "execution_count": 8 }, { "metadata": {}, "cell_type": "markdown", "source": "We can use such simulations as input to generate new SQUID signals, but for this we first need to convert the currents, defined on a FEM mesh, to grid currents that can be accepted by Forward2DCurrent. This is streamlined by the MeshToGrid class.", "id": "2f60b818248b7175" }, { "metadata": { "ExecuteTime": { "end_time": "2026-07-10T09:51:52.754357Z", "start_time": "2026-07-10T09:51:52.424748Z" } }, "cell_type": "code", "source": [ "m2g = forward.MeshToGrid(constrictionmesh, params)\n", "signal = fwd.forward(*m2g.streamfunction_to_currents(res[\"streamfunction\"]))\n", "\n", "fig, (ax0, ax1) = plt.subplots(1,2)\n", "im0 = ax0.imshow(signal, extent=[-params.Ly/2, params.Ly/2, params.Lx/2, -params.Lx/2], cmap='inferno')\n", "ax0.set_xlabel('y (µm)')\n", "ax0.set_ylabel('x (µm)')\n", "ax0.set_aspect('equal')\n", "meshplotting.streamplot(constrictionmesh, ax1, res[\"Kx\"], res[\"Ky\"], n_grid=256)\n", "ax1.set_xlabel('y (µm)')\n", "ax1.set_ylabel('x (µm)')\n", "plt.colorbar(im0, ax=ax0, label='SQUID signal (µTµm²)')\n", "plt.tight_layout()\n", "plt.show()" ], "id": "17c519038d196726", "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\LION\\sottools\\src\\sottools\\forward.py:1154: UserWarning: Sparse invariant checks are implicitly disabled. Memory errors (e.g. SEGFAULT) will occur when operating on a sparse tensor which violates the invariants, but checks incur performance overhead. To silence this warning, explicitly opt in or out. See `torch.sparse.check_sparse_tensor_invariants.__doc__` for guidance. (Triggered internally at C:\\actions-runner\\_work\\pytorch\\pytorch\\aten\\src\\ATen\\Context.cpp:823.)\n", " torch.sparse_coo_tensor(\n" ] }, { "data": { "text/plain": [ "
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" 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