{ "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": 1, "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": 2, "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 intelligible\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": 3, "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" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/namurphy/Projects/PlasmaPy/plasmapy/plasma/grids.py:192: RuntimeWarning: B_x is not specified for the provided grid.This quantity will be assumed to be zero.\n", " warnings.warn(\n", "/home/namurphy/Projects/PlasmaPy/plasmapy/plasma/grids.py:192: RuntimeWarning: B_y is not specified for the provided grid.This quantity will be assumed to be zero.\n", " warnings.warn(\n", "/home/namurphy/Projects/PlasmaPy/plasmapy/plasma/grids.py:192: RuntimeWarning: B_z is not specified for the provided grid.This quantity will be assumed to be zero.\n", " warnings.warn(\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": 4, "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": 5, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Particles on grid: 0%| 1.6e+02/5.5e+04 particles\n", "Run completed\n", "Fraction of particles tracked: 55.4%\n", "Fraction of tracked particles that entered the grid: 63.9%\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": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "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,\n", " sim.x[ind, 1] * 100,\n", " sim.x[ind, 2] * 100,\n", " 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": 7, "metadata": { "nbsphinx-thumbnail": { "output-index": -1, "tooltip": "Proton Radiography" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# A function to reduce repetitive 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": 8, "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": 9, "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": 10, "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 (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": "3.10.4" } }, "nbformat": 4, "nbformat_minor": 4 }