{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# MOT\n", "\n", "Simulating a MOT with `atomsmltr`" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# - Packages\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# %matplotlib widget < disabled when building\n", "\n", "# - atomSmltr\n", "from atomsmltr.atoms import Ytterbium\n", "from atomsmltr.environment.lasers import GaussianLaserBeam\n", "from atomsmltr.environment.fields import MagneticQuadrupoleZ, MagneticOffset\n", "from atomsmltr.environment.zones import Limits, Box\n", "from atomsmltr.simulation import Configuration, ScipyIVP_3D\n", "from atomsmltr.environment.lasers.polarization import CircularLeft, CircularRight" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### global config" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "I = 0.037 I_sat\n" ] } ], "source": [ "# - Init global config\n", "config = Configuration(atom=Ytterbium())\n", "main = config.atom.trans[\"main\"]\n", "\n", "# - setup magnetic field\n", "B_grad_G_per_cm = 30\n", "B_grad = B_grad_G_per_cm * 1e-4 / 1e-2\n", "mag_quad = MagneticQuadrupoleZ(origin=(0, 0, 0), slope=B_grad, tag=\"MOT field\")\n", "\n", "# - setup lasers\n", "# cf. config from Letellier et al. 2023\n", "l399 = {\n", " \"wavelength\": 399e-9,\n", " \"waist\": 22e-3,\n", " \"power\": 100e-3 / 6,\n", " \"waist_position\": (0, 0, 0),\n", "}\n", "lasers = {}\n", "for axis, direction in zip([\"x\", \"y\", \"z\"], [(1, 0, 0), (0, 1, 0), (0, 0, 1)]):\n", " for head, mult in zip([\">\", \"<\"], [1, -1]):\n", " dir = np.array(direction) * mult\n", " tag = axis + head\n", " laser = GaussianLaserBeam(**l399)\n", " laser.direction = dir\n", " laser.tag = tag\n", " lasers[tag] = laser\n", "\n", "# check that s ~ 0.037\n", "s = lasers[\"x>\"].get_value((0, 0, 0)) / main.Isat\n", "print(f\"I = {s:.3f} I_sat\")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def plot_force_3D(\n", " sim,\n", " ax1=\"x\",\n", " ax2=\"vx\",\n", " ax1_span=(-0.1, 0.1),\n", " ax2_span=(-10, 10),\n", " ax1_N=100,\n", " ax2_N=101,\n", "):\n", " # - setup grid\n", " # init\n", " axes = {\"x\": 0, \"y\": 1, \"z\": 2, \"vx\": 3, \"vy\": 4, \"vz\": 5}\n", " axi = {v:k for k, v in axes.items()}\n", " lims = {ax: {\"min\": 0, \"max\": 0} for ax in axes}\n", " N = {ax: 1 for ax in axes}\n", "\n", " # select axis to plot\n", " lims[ax1][\"min\"] = ax1_span[0]\n", " lims[ax1][\"max\"] = ax1_span[1]\n", " N[ax1] = ax1_N\n", " lims[ax2][\"min\"] = ax2_span[0]\n", " lims[ax2][\"max\"] = ax2_span[1]\n", " N[ax2] = ax2_N\n", "\n", " # generate grid\n", " arrays = {ax: np.linspace(lims[ax][\"min\"], lims[ax][\"max\"], N[ax]) for ax in axes}\n", " arrays_ord = [arrays[axi[i]] for i in range(6)]\n", " grid = np.meshgrid(*arrays_ord, indexing=\"ij\")\n", " X1 = np.squeeze(grid[axes[ax1]])\n", " X2 = np.squeeze(grid[axes[ax2]])\n", " grid = np.squeeze(np.array([*grid]))\n", "\n", " # - compute force\n", " force = sim.get_force(grid.T)\n", " FX, FY, FZ = force.T\n", "\n", " # - prepare scales\n", " vfx = np.max(np.abs(FX))\n", " vfy = np.max(np.abs(FY))\n", " vfz = np.max(np.abs(FZ))\n", "\n", " # - plot\n", " fig, axes = plt.subplots(1, 3, figsize=(8, 3), tight_layout=True)\n", "\n", " axes[0].pcolormesh(X1, X2, FX, cmap=\"bwr\", vmin=-vfx, vmax=vfx)\n", " axes[0].set_title(\"Fx\")\n", " axes[1].pcolormesh(X1, X2, FY, cmap=\"bwr\", vmin=-vfy, vmax=vfy)\n", " axes[1].set_title(\"Fy\")\n", " axes[2].pcolormesh(X1, X2, FZ, cmap=\"bwr\", vmin=-vfz, vmax=vfz)\n", " axes[2].set_title(\"Fz\")\n", "\n", " for ax in axes:\n", " ax.set_xlabel(ax1)\n", " ax.set_ylabel(ax2)\n", " ax.grid()\n", " \n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1D test\n", "\n", "#### laser polarization illustration\n", "\n", "We set the polarization of the laser beams and check their projections on the local magnetic field. Here, we always define the quantization axis with respect to the local magnetic field direction. \n", "\n", "Here, the magnetic field gradient is positive along x.\n", "\n", "Hence, the laser propagating in the +x direction, labeled \"x>\" should be \"sigma-\" for x<0 and \"sigma+\" for x>0.\n", "\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# -- Plot illustration\n", "\n", "# set laser polarization\n", "lasers[\"x>\"].polarization = CircularRight()\n", "lasers[\"x<\"].polarization = CircularRight()\n", "\n", "# compute mag field\n", "x = np.linspace(-0.1, 0.1, 1000)\n", "r = np.array([[x, 0, 0] for x in x])\n", "B = mag_quad.get_value(r)\n", "Bx, By, Bz = B.T\n", "\n", "# compute laser projection on quant axis\n", "polar_up = lasers[\"x>\"].get_polarization_quant(B)\n", "polar_up_pi, polar_up_sp, polar_up_sm = polar_up.T\n", "polar_dw = lasers[\"x<\"].get_polarization_quant(B)\n", "polar_dw_pi, polar_dw_sp, polar_dw_sm = polar_dw.T\n", "\n", "# plot\n", "fig, axes = plt.subplots(1, 3, figsize=(10,4), tight_layout=True)\n", "\n", "axes[0].plot(x * 1e2, Bx * 1e4, label=\"Bx\")\n", "axes[0].plot(x * 1e2, By * 1e4, label=\"By\")\n", "axes[0].plot(x * 1e2, By * 1e4, label=\"Bz\")\n", "axes[0].set_xlabel(\"x (cm)\")\n", "axes[0].set_ylabel(\"B (G)\")\n", "axes[0].legend()\n", "axes[0].grid()\n", "\n", "axes[1].plot(x, polar_up_sm, color=\"C0\", label=\"x>, sigma-\")\n", "axes[1].plot(x, polar_up_sp, color=\"C0\", dashes=[2,2], label=\"x>, sigma+\")\n", "axes[1].set_xlabel(\"x (cm)\")\n", "axes[1].set_ylabel(\"polar proj\")\n", "axes[1].legend()\n", "axes[1].grid()\n", "\n", "axes[2].plot(x, polar_dw_sm, color=\"C1\", label=\"x<, sigma-\")\n", "axes[2].plot(x, polar_dw_sp, color=\"C1\", dashes=[2,2], label=\"x<, sigma+\")\n", "axes[2].set_xlabel(\"x (cm)\")\n", "axes[2].set_ylabel(\"polar proj\")\n", "axes[2].legend()\n", "axes[2].grid()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### good configuration" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# -- Testing with a simulation\n", "# init config\n", "config1D = Configuration(atom=Ytterbium())\n", "# set limit\n", "xlim = Limits(-0.15, 0.15, axis=0, target=\"position\", action=\"stop\", tag=\"xlim\")\n", "# add objects\n", "config1D += xlim, lasers[\"x<\"], lasers[\"x>\"], mag_quad\n", "# setup atomlight\n", "for laser in config1D.list_lasers():\n", " config1D.add_atomlight_coupling(laser=laser, transition=\"main\", detuning=-2*main.Gamma)\n", "\n", "# init sim\n", "sim = ScipyIVP_3D(config1D)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "tags": [ "hide-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 20/20 [00:00<00:00, 38.72it/s]\n" ] } ], "source": [ "# -- Run simulation\n", "# settings\n", "t = np.linspace(0, 0.1, 1000)\n", "v_list = np.linspace(0.5, 30, 20)\n", "u0_list = [(-0.1, 0, 0, vx, 0, 0) for vx in v_list]\n", "\n", "# run\n", "sim.u0_list = u0_list\n", "coll = sim.run(t, npools=5, verbose=True)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# -- compute force\n", "grid = np.mgrid[-0.1:0.1:100j, 0:0:1j, 0:0:1j, -10:30:101j, 0:0:1j, 0:0:1j]\n", "grid = np.squeeze(grid)\n", "pos = grid.T\n", "X, _, _, VX, _ ,_ = grid\n", "force = sim.get_force(pos)\n", "FX, FY, FZ = force.T" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "# -- plot\n", "plt.figure()\n", "plt.pcolormesh(X * 100, VX, FX, cmap=\"bwr\")\n", "for res in coll:\n", " x = res.y[0]\n", " vx = res.y[3]\n", " if x[-1] > 0.05:\n", " color=\"C3\"\n", " else:\n", " color=\"C0\"\n", " plt.plot(x * 100, vx, color=color, linewidth=0.8)\n", "plt.xlim(-10, 10)\n", "plt.ylim(-10, 30)\n", "plt.xlabel(\"position (cm)\")\n", "plt.ylabel(\"speed (m/s)\")\n", "plt.grid()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### bad polarization" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "tags": [ "hide-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 20/20 [00:00<00:00, 75.09it/s]\n" ] } ], "source": [ "# Invert laser polarization, for fun\n", "lasers[\"x>\"].polarization = CircularLeft()\n", "lasers[\"x<\"].polarization = CircularLeft()\n", "config1D.update_objects([lasers[\"x>\"], lasers[\"x<\"]])\n", "\n", "# run\n", "sim.u0_list = u0_list\n", "coll = sim.run(t, npools=3, verbose=True)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# -- compute force\n", "grid = np.mgrid[-0.1:0.1:100j, 0:0:1j, 0:0:1j, -10:30:101j, 0:0:1j, 0:0:1j]\n", "grid = np.squeeze(grid)\n", "pos = grid.T\n", "X, _, _, VX, _ ,_ = grid\n", "force = sim.get_force(pos)\n", "FX, FY, FZ = force.T" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "for res in coll:\n", " x = res.y[0]\n", " vx = res.y[3]\n", " if x[-1] > 0.05:\n", " color=\"C3\"\n", " else:\n", " color=\"C0\"\n", " plt.plot(x * 100, vx, color=color, linewidth=0.8)\n", "plt.pcolormesh(X * 100, VX, FX, cmap=\"bwr\")\n", "plt.xlim(-10, 10)\n", "plt.ylim(-10, 30)\n", "plt.xlabel(\"position (cm)\")\n", "plt.ylabel(\"speed (m/s)\")\n", "plt.grid()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### simulation - add offset" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "tags": [ "hide-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " 0%| | 0/20 [00:00\"].polarization = CircularRight()\n", "lasers[\"x<\"].polarization = CircularRight()\n", "config1D.update_objects([lasers[\"x>\"], lasers[\"x<\"]])\n", "\n", "mag_offset = MagneticOffset((30e-4,0,0))\n", "config1D.rm_all_magnetic_fields()\n", "config1D += mag_offset, mag_quad\n", "\n", "# run\n", "sim.u0_list = u0_list\n", "coll = sim.run(t, npools=3, verbose=True)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "# -- compute force\n", "grid = np.mgrid[-0.1:0.1:100j, 0:0:1j, 0:0:1j, -10:30:101j, 0:0:1j, 0:0:1j]\n", "grid = np.squeeze(grid)\n", "pos = grid.T\n", "X, _, _, VX, _ ,_ = grid\n", "force = sim.get_force(pos)\n", "FX, FY, FZ = force.T" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.pcolormesh(X * 100, VX, FX, cmap=\"bwr\")\n", "for res in coll:\n", " x = res.y[0]\n", " vx = res.y[3]\n", " if x[-1] > 0.05:\n", " color=\"C3\"\n", " else:\n", " color=\"C0\"\n", " plt.plot(x * 100, vx, color=color, linewidth=0.8)\n", "plt.plot(-1, 0, \"ok\") # new center should be at -1cm, since gradient is 30 G/cm\n", "plt.xlim(-10, 10)\n", "plt.ylim(-10, 30)\n", "plt.xlabel(\"position (cm)\")\n", "plt.ylabel(\"speed (m/s)\")\n", "plt.grid()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3D test" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### configuration" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "# -- Config\n", "# set laser polarization\n", "# NB : the strong axis of the quadrupole is along z\n", "lasers[\"x>\"].polarization = CircularRight()\n", "lasers[\"x<\"].polarization = CircularRight()\n", "lasers[\"y>\"].polarization = CircularRight()\n", "lasers[\"y<\"].polarization = CircularRight()\n", "lasers[\"z>\"].polarization = CircularLeft()\n", "lasers[\"z<\"].polarization = CircularLeft()\n", "\n", "# limits\n", "bsize = 0.15\n", "limits = [i * bsize for j in range(3) for i in (-1,1)]\n", "spatial_limits = Box(*limits, target=\"position\", action=\"stop\", tag=\"limits\")\n", "\n", "# config\n", "config3D = Configuration(atom=Ytterbium())\n", "config3D += mag_quad\n", "config3D += [*lasers.values()]\n", "\n", "# atom-light\n", "main = config3D.atom.trans[\"main\"]\n", "for laser in config3D.list_lasers():\n", " config3D.add_atomlight_coupling(laser=laser, transition=\"main\", detuning=-2*main.Gamma)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "────────────────────────\n", "| Atom-light couplings |\n", "────────────────────────\n", ". transition > 'main' :\n", " ├── laser 'x>' : detuning=-3.63e+08 (-2.00Γ)\n", " ├── laser 'x<' : detuning=-3.63e+08 (-2.00Γ)\n", " ├── laser 'y>' : detuning=-3.63e+08 (-2.00Γ)\n", " ├── laser 'y<' : detuning=-3.63e+08 (-2.00Γ)\n", " ├── laser 'z>' : detuning=-3.63e+08 (-2.00Γ)\n", " └── laser 'z<' : detuning=-3.63e+08 (-2.00Γ)\n", "\n", ". transition > 'intercombination' :\n", " └── empty\n", "\n", "\n" ] } ], "source": [ "config3D.print_atomlight_info()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "# init sim\n", "sim = ScipyIVP_3D(config3D)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Illustration : plot forces" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# -- compute force in position x speed space\n", "slim = (-0.05, 0.05)\n", "vlim = (-10, 10)\n", "plot_force_3D(sim, \"x\", \"vx\", slim, vlim)\n", "plot_force_3D(sim, \"y\", \"vy\", slim, vlim)\n", "plot_force_3D(sim, \"z\", \"vz\", slim, vlim)\n" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# -- compute force in position x position\n", "slim = (-0.05, 0.05)\n", "vlim = (-10, 10)\n", "plot_force_3D(sim, \"x\", \"y\", slim, slim)\n", "plot_force_3D(sim, \"x\", \"z\", slim, slim)\n", "plot_force_3D(sim, \"y\", \"z\", slim, slim)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### run simulations" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "tags": [ "hide-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 20/20 [00:01<00:00, 14.49it/s]\n" ] } ], "source": [ "# -- Run simulation\n", "# settings\n", "t = np.linspace(0, 0.1, 1000)\n", "v_list = np.linspace(0.5, 30, 20)\n", "u0_list = [(-0.1, 0, 0, vx, 0, 0) for vx in v_list]\n", "\n", "# run\n", "sim.u0_list = u0_list\n", "coll = sim.run(t, npools=5, verbose=True)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(8, 4), tight_layout=True)\n", "for res in coll:\n", " x = res.y[0]\n", " y = res.y[1]\n", " vx = res.y[3]\n", " if x[-1] > 0.05:\n", " color=\"C3\"\n", " else:\n", " color=\"C0\"\n", " axes[0].plot(x * 100, vx, color=color, linewidth=0.8)\n", " axes[1].plot(x * 100, y* 100, color= color, linewidth=0.8)\n", "\n", "axes[0].plot(0, 0, \"ok\")\n", "axes[0].set_xlim(-10, 10)\n", "axes[0].set_ylim(-10, 30)\n", "axes[0].set_xlabel(\"x (cm)\")\n", "axes[0].set_ylabel(\"vx (m/s)\")\n", "axes[0].grid()\n", "\n", "axes[1].plot(0, 0, \"ok\")\n", "axes[1].set_xlim(-10, 10)\n", "axes[1].set_ylim(-10, 10)\n", "axes[1].set_xlabel(\"x (cm)\")\n", "axes[1].set_ylabel(\"y (cm)\")\n", "axes[1].grid()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "tags": [ "hide-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 20/20 [00:00<00:00, 27.41it/s]\n" ] } ], "source": [ "# -- Run simulation\n", "# settings\n", "t = np.linspace(0, 0.1, 1000)\n", "v = 5\n", "theta_list = np.linspace(0, np.pi/4, 20)\n", "u0_list = [(-0.1, 0, 0, v * np.cos(t), v * np.sin(t), 0) for t in theta_list]\n", "\n", "# run\n", "sim.u0_list = u0_list\n", "coll = sim.run(t, npools=5, verbose=True)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(8, 4), tight_layout=True)\n", "for res in coll:\n", " x = res.y[0]\n", " y = res.y[1]\n", " vx = res.y[3]\n", " if x[-1] > 0.05:\n", " color=\"C3\"\n", " else:\n", " color=\"C0\"\n", " axes[0].plot(x * 100, vx, color=color, linewidth=0.8)\n", " axes[1].plot(x * 100, y* 100, color= color, linewidth=0.8)\n", "\n", "axes[0].plot(0, 0, \"ok\")\n", "axes[0].set_xlim(-6, 20)\n", "axes[0].set_ylim(-10, 30)\n", "axes[0].set_xlabel(\"x (cm)\")\n", "axes[0].set_ylabel(\"vx (m/s)\")\n", "axes[0].grid()\n", "\n", "axes[1].plot(0, 0, \"ok\")\n", "axes[1].set_xlim(-10, 10)\n", "axes[1].set_ylim(-1, 5)\n", "axes[1].set_xlabel(\"x (cm)\")\n", "axes[1].set_ylabel(\"y (cm)\")\n", "axes[1].grid()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### plot in 3D" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "tags": [ "hide-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 3/3 [00:00<00:00, 8.14it/s]\n" ] } ], "source": [ "# -- Run simulation\n", "# settings\n", "t = np.linspace(0, 0.05, 1000)\n", "vlist = [0, 1, 5]\n", "u0_list = [(-0.01, -0.01, -0.01, v, 0, 0) for v in vlist]\n", "\n", "# run\n", "sim.u0_list = u0_list\n", "coll = sim.run(t, npools=5, verbose=True)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = plt.figure().add_subplot(projection='3d')\n", "for res in coll:\n", " x = res.y[0]\n", " y = res.y[1]\n", " z = res.y[2]\n", " ax.plot(x * 100, y * 100, z * 100)\n", "ax.plot(0, 0, 0, \"ok\")\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", "ax.set_zlabel(\"z\")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### animate" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.animation as animation\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(projection=\"3d\")\n", "for res in coll:\n", " x = res.y[0]\n", " y = res.y[1]\n", " z = res.y[2]\n", " ax.plot(x * 100, y * 100, z * 100, color=\"k\", alpha=0.1)\n", "ax.plot(0, 0, 0, \"ok\")\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", "ax.set_zlabel(\"z\")\n", "\n", "lines = []\n", "lines = [ax.plot([], [], [])[0] for _ in coll]\n", "\n", "\n", "def update_lines(num, lines, coll):\n", " for l, res in zip(lines, coll):\n", " x = res.y[0][:num]\n", " y = res.y[1][:num]\n", " z = res.y[2][:num]\n", " l.set_data_3d(x * 100, y * 100, z*100)\n", " return lines\n", "\n", "\n", "num_steps = len(res.t)\n", "\n", "anim = animation.FuncAnimation(\n", " fig, update_lines, num_steps, fargs=(lines, coll), interval=10, repeat=True,\n", ")\n", "\n", "# writer = animation.PillowWriter(fps=30,\n", "# metadata=dict(artist='Me'),\n", "# bitrate=1800)\n", "# anim.save('MOT.gif', writer=writer)\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "atomsmltr-KmviZRuT-py3.12", "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 2 }