{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Creating Synthetic Charged Particle Radiographs by Particle Tracing" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[charged_particle_radiography]: ../../ad/diagnostics/charged_particle_radiography.rst\n", "\n", "[Tracker]: ../../api/plasmapy.diagnostics.charged_particle_radiography.Tracker.rst#plasmapy.diagnostics.charged_particle_radiography.Tracker\n", "\n", "[synthetic_radiograph]:\n", "../../api/plasmapy.diagnostics.charged_particle_radiography.synthetic_radiograph.rst#plasmapy.diagnostics.charged_particle_radiography.synthetic_radiograph\n", "\n", "Charged particle radiography is a diagnostic technique often used to interrogate the electric and magnetic fields inside high energy density plasmas. The area of interest is positioned between a bright source of charged particles (usually protons) and a detector plane. Electric and magnetic fields in the plasma deflect the particles, producing patterns on the detector. Since this represents a non-linear and line-integrated measurement of the fields, the interpretation of these \"charged particle radiographs\" is complicated.\n", "\n", "The [Tracker] class within the [charged_particle_radiography] module creates a synthetic charged particle radiographs given a grid of electric and magnetic field (produced either by simulations or analytical models). After the geometry of the problem has been set up, a particle tracing algorithm is run, pushing the particles through the field region. After all of the particles have reached the detector plane, a synthetic radiograph is created by making a 2D histogram in that plane using the [synthetic_radiograph] function." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "import astropy.constants as const\n", "import astropy.units as u\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "from mpl_toolkits.mplot3d import Axes3D\n", "\n", "from plasmapy.diagnostics import charged_particle_radiography as cpr\n", "from plasmapy.plasma.grids import CartesianGrid" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[CartesianGrid]: ../../api/plasmapy.plasma.grids.CartesianGrid.rst#plasmapy.plasma.grids.CartesianGrid\n", "\n", "To illustrate the use of this package, we'll first create an example [CartesianGrid] object and fill it with the analytical electric field produced by a sphere of Gaussian potential." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Create a Cartesian grid\n", "L = 1 * u.mm\n", "grid = CartesianGrid(-L, L, num=100)\n", "\n", "# Create a spherical potential with a Gaussian radial distribution\n", "radius = np.linalg.norm(grid.grid, axis=3)\n", "arg = (radius / (L / 3)).to(u.dimensionless_unscaled)\n", "potential = 2e5 * np.exp(-(arg ** 2)) * u.V\n", "\n", "# Calculate E from the potential\n", "Ex, Ey, Ez = np.gradient(potential, grid.dax0, grid.dax1, grid.dax2)\n", "Ex = -np.where(radius < L / 2, Ex, 0)\n", "Ey = -np.where(radius < L / 2, Ey, 0)\n", "Ez = -np.where(radius < L / 2, Ez, 0)\n", "\n", "# Add those quantities to the grid\n", "grid.add_quantities(E_x=Ex, E_y=Ey, E_z=Ez, phi=potential)\n", "\n", "\n", "# Plot the E-field\n", "fig = plt.figure(figsize=(8, 8))\n", "ax = fig.add_subplot(111, projection=\"3d\")\n", "ax.view_init(30, 30)\n", "\n", "# skip some points to make the vector plot intelligable\n", "s = tuple([slice(None, None, 6)] * 3)\n", "\n", "ax.quiver(\n", " grid.pts0[s].to(u.mm).value,\n", " grid.pts1[s].to(u.mm).value,\n", " grid.pts2[s].to(u.mm).value,\n", " grid[\"E_x\"][s],\n", " grid[\"E_y\"][s],\n", " grid[\"E_z\"][s],\n", " length=1e-6,\n", ")\n", "\n", "ax.set_xlabel(\"X (mm)\")\n", "ax.set_ylabel(\"Y (mm)\")\n", "ax.set_zlabel(\"Z (mm)\")\n", "ax.set_xlim(-1, 1)\n", "ax.set_ylim(-1, 1)\n", "ax.set_zlim(-1, 1)\n", "ax.set_title(\"Gaussian Potential Electric Field\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[astropy.units.Quantity]: https://docs.astropy.org/en/stable/units/quantity.html#quantity\n", "\n", "Prior to running the particle tracing algorithm, the simulation instance must be instantiated by providing some information about the setup, including the locations of the source and detector relative to the origin of the grid.\n", "\n", "\n", "\n", "The source and detector coordinates are entered as a 3-tuple in one of three coordinate systems: Cartesian ($x$, $y$, $z$), spherical ($r$, $\\theta$, $\\phi$) or cylindrical ($r$, $\\theta$, $z$). All values should be [astropy.units.Quantity] instances with units of either length or angle. The vector from the source to the detector should pass through the origin to maximize the number of particles that pass through the simulated fields." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Source: [ 0. -0.01 0. ] m\n", "Detector: [0. 0.1 0. ] m\n", "Magnification: 11.0\n" ] } ], "source": [ "source = (0 * u.mm, -10 * u.mm, 0 * u.mm)\n", "detector = (0 * u.mm, 100 * u.mm, 0 * u.mm)\n", "\n", "sim = cpr.Tracker(grid, source, detector, verbose=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[create_particles()]: ../../api/plasmapy.diagnostics.charged_particle_radiography.Tracker.rst#plasmapy.diagnostics.charged_particle_radiography.Tracker.create_particles\n", "\n", "\n", "Note that, since the example grid did not include a B-field, the B-field is assumed to be zero and a warning is printed.\n", "\n", "Next, a distribution of `nparticles` simulated particles of energy `particle_energy` is created using the [create_particles()] method. Setting the `max_theta` parameter eliminates particles with large angles (relative to the source-detector axis) which otherwise would likely not hit the detector. Particles with angles less than $\\theta_{max}$ but greater than $\\theta_{track}$ in the setup figure above will not cross the grid. These particles are retained, but are coasted directly to the detector plane instead of being pushed through the grid.\n", "\n", "The `particle` keyword sets the type of the particles being tracked. The default particle is protons, which is set here explicitly to demonstrate the use of the keyword.\n", "\n", "By default, the particle velocities are initialized with random angles (a Monte-Carlo approach) with a uniform flux per unit solid angle. However, particles can also be initialized in other ways by setting the `distribution` keyword." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Creating Particles\n" ] } ], "source": [ "sim.create_particles(1e5, 3 * u.MeV, max_theta=np.pi / 15 * u.rad, particle=\"p\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[AbstractGrid]: ../../api/plasmapy.plasma.grids.AbstractGrid.rst#plasmapy.plasma.grids.AbstractGrid\n", "\n", "[run()]: ../../api/plasmapy.diagnostics.charged_particle_radiography.Tracker.rst#plasmapy.diagnostics.charged_particle_radiography.Tracker.run\n", "\n", "The particle tracking simulation is now ready to run. In brief, the steps of the simulation cycle are as follows:\n", "\n", "1. Particles that will never hit the field grid are ignored (until a later step, when they will be automatically advanced to the detector plane).\n", "\n", "\n", "2. Particles are advanced to the time when the first particle enters the simulation volume. This is done in one step to save computation time.\n", "\n", "\n", "3. While particles are on the grid, the particle pusher advances them each timestep by executing the following steps:\n", "\n", " A. The fields at each particle's location are interpolated using the interpolators defined in the [AbstractGrid] subclasses.\n", " \n", " B. The simulation timestep is automatically (and adaptively) calculated based on the proton energy, grid resolution, and field amplitudes. This timestep can be clamped or overridden by setting the `dt` keyword in the [run()] function.\n", " \n", " C. An implementation of the Boris particle push algorithm is used to advance the velocities and positions of the particles in the interpolated fields.\n", " \n", " \n", "4. After all of the particles have left the grid, all particles are advanced to the detector plane (again saving time). Particles that are headed away from the detector plane at this point are deleted, as those particles will never\n", "be detected.\n", "\n", "When the simulation runs, a progress meter will show the number of particles currently on the grid. This bar will start at zero, increase as particles enter the grid, then decrease as they leave it. When almost all particles have left the grid, the simulation ends." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Particles on grid: 0%| 1.5e+02/5.6e+04 particles\n", "Run completed\n", "Fraction of particles tracked: 55.6%\n", "Fraction of tracked particles that entered the grid: 64.0%\n", "Fraction of tracked particles deflected away from the detector plane: 0.0%\n" ] } ], "source": [ "sim.run();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The following plot illustrates that, after the simulation has ended, all particles have been advanced to the detector plane." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(8, 8))\n", "ax = fig.add_subplot(111, projection=\"3d\")\n", "ax.view_init(30, 150)\n", "ax.set_xlabel(\"X (cm)\")\n", "ax.set_ylabel(\"Y (cm)\")\n", "ax.set_zlabel(\"Z (cm)\")\n", "\n", "# Plot the source-to-detector axis\n", "ax.quiver(\n", " sim.source[0] * 100,\n", " sim.source[1] * 100,\n", " sim.source[2] * 100,\n", " sim.detector[0] * 100,\n", " sim.detector[1] * 100,\n", " sim.detector[2] * 100,\n", " color=\"black\",\n", ")\n", "\n", "# Plot the simulation field grid volume\n", "ax.scatter(0, 0, 0, color=\"green\", marker=\"s\", linewidth=5, label=\"Simulated Fields\")\n", "\n", "# Plot the the proton source and detector plane locations\n", "ax.scatter(\n", " sim.source[0] * 100,\n", " sim.source[1] * 100,\n", " sim.source[2] * 100,\n", " color=\"red\",\n", " marker=\"*\",\n", " linewidth=5,\n", " label=\"Source\",\n", ")\n", "\n", "ax.scatter(\n", " sim.detector[0] * 100,\n", " sim.detector[1] * 100,\n", " sim.detector[2] * 100,\n", " color=\"blue\",\n", " marker=\"*\",\n", " linewidth=10,\n", " label=\"Detector\",\n", ")\n", "\n", "\n", "# Plot the final proton positions of some (not all) of the protons\n", "ind = slice(None, None, 200)\n", "ax.scatter(\n", " sim.x[ind, 0] * 100, sim.x[ind, 1] * 100, sim.x[ind, 2] * 100, label=\"Protons\",\n", ")\n", "\n", "ax.legend();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[synthetic_radiograph]:\n", "../../api/plasmapy.diagnostics.charged_particle_radiography.synthetic_radiograph.rst#plasmapy.diagnostics.charged_particle_radiography.synthetic_radiograph\n", "\n", "A 'synthetic proton radiograph' can now be constructed by creating a 2D histogram of proton positions in the image plane. The [synthetic_radiograph] function takes one argument and two keywords:\n", "\n", "- 'sim' is the `Tracker` instance or an output dictionary created by the `save_results()` method that contains the final particle positions in the detector plane.\n", "\n", "- 'size' gives the locations of the lower left and upper right corners of the detector grid in image plane coordinates.\n", "\n", "- 'bins' is the number of histogram bins to be used in the horizontal and vertical directions. Using more bins creates a higher resolution image, but at the cost of more noise." ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "nbsphinx-thumbnail": { "output-index": -1, "tooltip": "Proton Radiography" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# A function to reduce repetative plotting\n", "def plot_radiograph(hax, vax, intensity):\n", " fig, ax = plt.subplots(figsize=(8, 8))\n", " plot = ax.pcolormesh(\n", " hax.to(u.cm).value,\n", " vax.to(u.cm).value,\n", " intensity.T,\n", " cmap=\"Blues_r\",\n", " shading=\"auto\",\n", " )\n", " cb = fig.colorbar(plot)\n", " cb.ax.set_ylabel(\"Intensity\")\n", " ax.set_aspect(\"equal\")\n", " ax.set_xlabel(\"X (cm), Image plane\")\n", " ax.set_ylabel(\"Z (cm), Image plane\")\n", " ax.set_title(\"Synthetic Proton Radiograph\")\n", "\n", "\n", "size = np.array([[-1, 1], [-1, 1]]) * 1.5 * u.cm\n", "bins = [200, 200]\n", "hax, vax, intensity = cpr.synthetic_radiograph(sim, size=size, bins=bins)\n", "plot_radiograph(hax, vax, intensity)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As expected, the outward-pointing electric field in the sphere has deflected the protons out of the central region, leaving a dark shadow.\n", "\n", "Kugland et al. 2012 and Bott et al. 2017 define the dimensionless \"contrast parameter\" that separates different regimes of proton radiography:\n", "\n", "\\begin{equation}\n", "\\mu = \\frac{l \\alpha}{a}\n", "\\end{equation}\n", "Where $l$ is the distance from the source to the grid, $a$ is the spatial scale of the scattering electromagnetic fields, and $\\alpha$ is the particle deflection angle. The value of $\\mu$ can fall in one of three regimes:\n", "\n", "\\begin{align}\n", "\\mu &\\ll 1 \\rightarrow \\text{ linear}\\\\\n", "\\mu &< \\mu_c \\rightarrow \\text{ nonlinear injective}\\\\\n", "\\mu &> \\mu_c \\rightarrow \\text{ caustic}\\\\\n", "\\end{align}\n", "\n", "where $\\mu_c \\sim 1$ is a characteristic value at which particle paths cross, leading to the formation of bright caustics. Correctly placing a radiograph in the correct regime is necessary to determine which analysis techniques can be applied to it.\n", "\n", "The maximum deflection angle can be calculated after the simulation has run by comparing the initial and final velocity vectors of each particle" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Maximum deflection α = 2.77 deg\n" ] } ], "source": [ "max_deflection = sim.max_deflection\n", "print(f\"Maximum deflection α = {np.rad2deg(max_deflection):.2f}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The spatial scale of the field constructed in this example is $\\sim$ 1 mm, and $l$ is approximately the distance from the source to the grid origin. Therefore, we can calculate the value of $\\mu$" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "a = 1.0 mm\n", "l = 10.0 mm\n", "μ = 0.48\n" ] } ], "source": [ "a = 1 * u.mm\n", "l = np.linalg.norm(sim.source * u.m).to(u.mm)\n", "mu = l * max_deflection.value / a\n", "print(f\"a = {a}\")\n", "print(f\"l = {l:.1f}\")\n", "print(f\"μ = {mu:.2f}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "which places this example in the non-linear injective regime." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Options" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[create_particles()]: ../../api/plasmapy.diagnostics.charged_particle_radiography.Tracker.rst#plasmapy.diagnostics.charged_particle_radiography.Tracker.create_particles\n", "\n", "For sake of comparison, here is the result achieved by setting `distribution = 'uniform'` in the [create_particles()] function." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Source: [ 0. -0.01 0. ] m\n", "Detector: [0. 0.1 0. ] m\n", "Magnification: 11.0\n", "Creating Particles\n", "Particles on grid: 0%| 2.2e+02/8.6e+04 particles\n", "Run completed\n", "Fraction of particles tracked: 85.9%\n", "Fraction of tracked particles that entered the grid: 66.0%\n", "Fraction of tracked particles deflected away from the detector plane: 0.0%\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "sim = cpr.Tracker(grid, source, detector, verbose=True)\n", "sim.create_particles(\n", " 1e5, 3 * u.MeV, max_theta=np.pi / 15 * u.rad, distribution=\"uniform\"\n", ")\n", "sim.run()\n", "size = np.array([[-1, 1], [-1, 1]]) * 1.5 * u.cm\n", "bins = [200, 200]\n", "hax, vax, intensity = cpr.synthetic_radiograph(sim, size=size, bins=bins)\n", "plot_radiograph(hax, vax, intensity)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.10" } }, "nbformat": 4, "nbformat_minor": 4 }