{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Recoil-limited MOT\n", "\n", "In this example, we simulate a recoil-limited MOT like the Sr red MOT. Let's use the bosonic isotope, which is a $F=0\\rightarrow F'=1$ transition. In this case, we can use `heuristiceq` along with either `obe` or `rateeq`. Our results can be compared to R.K. Hanley, P. Huillery, N.C. Keegan, A.D. Bounds, D. Boddy, R. Faoro, and M.P.A. Jones, \"Quantitative simulation of a magneto-optical trap operating near the photon recoil limit\" *Journal of Modern Optics* **65**, 667 (2018). https://dx.doi.org/10.1080/09500340.2017.1401679" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import pylcp\n", "import scipy.constants as cts\n", "from pylcp.common import progressBar" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's develop a unit system appropriate for $^{88}$Sr:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.0965775579031588e-05 2.1220659078919377e-05 0.7834067174281623 0.02455674894694879 [-0. -0. -0.04024431]\n" ] } ], "source": [ "k = 2*np.pi/689E-7 # cm^{-1}\n", "x0 = 1/k # our length scale in cm\n", "gamma = 2*np.pi*7.5e3 # 7.5 kHz linewidth\n", "t0 = 1/gamma # our time scale in s\n", "\n", "# Magnetic field gradient parameter (the factor of 3/2 comes from the \n", "# excited state g-factor.)\n", "alpha = (3/2)*cts.value('Bohr magneton in Hz/T')*1e-4*8*x0/7.5E3\n", "\n", "# The unitless mass parameter:\n", "mass = 87.8*cts.value('atomic mass constant')*(x0*1e-2)**2/cts.hbar/t0\n", "\n", "# Gravity\n", "g = -np.array([0., 0., 9.8*t0**2/(x0*1e-2)])\n", "\n", "print(x0, t0, mass, alpha, g)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Now define the problem:\n", "\n", "We define a preliminary detuning, intensity, along with the basic Hamiltonian, laser beams, and magnetic field:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "s = 25\n", "det = -200/7.5\n", "\n", "magField = pylcp.quadrupoleMagneticField(alpha)\n", "\n", "laserBeams = pylcp.conventional3DMOTBeams(delta=det, s=s,\n", " beam_type=pylcp.infinitePlaneWaveBeam)\n", "\n", "Hg, mugq = pylcp.hamiltonians.singleF(F=0, muB=1)\n", "He, mueq = pylcp.hamiltonians.singleF(F=1, muB=1)\n", "\n", "dq = pylcp.hamiltonians.dqij_two_bare_hyperfine(0, 1)\n", "\n", "hamiltonian = pylcp.hamiltonian(Hg, He, mugq, mueq, dq, mass=mass)\n", "\n", "#eqn = pylcp.heuristiceq(laserBeams, magField, g, mass=mass)\n", "eqn = pylcp.rateeq(laserBeams, magField, hamiltonian, g)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Generate a force profile: \n", "\n", "We can compare this to Fig. 1 of the reference above." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "z = np.linspace(-0.2, 0.2, 101)/(10*x0)\n", "\n", "R = np.array([np.zeros(z.shape), np.zeros(z.shape), z])\n", "V = np.zeros((3,) + z.shape)\n", "\n", "eqn.generate_force_profile(R, V, name='Fz')\n", "\n", "fig, ax = plt.subplots(1, 1)\n", "\n", "ax.plot(z*(10*x0), eqn.profile['Fz'].F[2])\n", "ax.set_xlabel('$z$ (mm)')\n", "ax.set_ylabel('$f/(\\hbar k \\Gamma)$');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note in the paper they have the $F$ in units of N. When adding the $\\hbar k \\Gamma$ to mine, I find my force is a factor of 2 lower than theirs in the plot." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Dynamics\n", "\n", "Before we run hundreds of simultions, let's first run a single simulation of an atom just to make sure that everything is working:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Completed in 18.50 s. \n" ] } ], "source": [ "tmax = 0.05/t0\n", "if isinstance(eqn, pylcp.rateeq):\n", " eqn.set_initial_pop(np.array([1., 0., 0., 0.]))\n", "eqn.set_initial_position(np.array([0., 0., 0.]))\n", "eqn.evolve_motion([0, 0.05/t0], random_recoil=True, progress_bar=True, max_step=1.)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot up this test solution:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(6.5, 2.75))\n", "ax[0].plot(eqn.sol.t*t0, eqn.sol.r.T*(1e4*x0))\n", "ax[1].plot(eqn.sol.t*t0, eqn.sol.v.T)\n", "ax[0].set_ylabel('$r$ ($\\mu$m)')\n", "ax[0].set_xlabel('$t$ (s)')\n", "ax[1].set_ylabel('$v/(\\Gamma/k)$')\n", "ax[1].set_xlabel('$t$ (s)')\n", "fig.subplots_adjust(left=0.08, wspace=0.22)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Now simulate _many_ atoms\n", "\n", "Here, we use the `pathos` package to do parallel processing" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Completed in 1:33:54. \n" ] } ], "source": [ "import pathos\n", "\n", "if hasattr(eqn, 'sol'):\n", " del eqn.sol\n", "\n", "def generate_random_solution(x, eqn=eqn, tmax=tmax):\n", " # We need to generate random numbers to prevent solutions from being seeded\n", " # with the same random number.\n", " import numpy as np\n", "\n", " np.random.rand(256*x)\n", " eqn.evolve_motion(\n", " [0, tmax], \n", " t_eval=np.linspace(0, tmax, 1001),\n", " random_recoil=True,\n", " progress_bar=False,\n", " max_step=1.\n", " )\n", " \n", " return eqn.sol\n", "\n", "Natoms = 1024\n", "chunksize = 4\n", "sols = []\n", "progress = progressBar()\n", "for jj in range(int(Natoms/chunksize)):\n", " with pathos.pools.ProcessPool(nodes=4) as pool:\n", " sols += pool.map(generate_random_solution, range(chunksize))\n", " progress.update((jj+1)/(Natoms/chunksize))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot up all the trajectories. We make a basic ejected criterion, which says that if the atom flies more than 500 $\\mu$m away from the origin in either $\\hat{x}$ or $\\hat{y}$, we say that atom is ejected:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of ejected atoms: 39\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ejected = [np.bitwise_or(\n", " np.abs(sol.r[0, -1]*(1e4*x0))>500,\n", " np.abs(sol.r[1, -1]*(1e4*x0))>500\n", ") for sol in sols] \n", "\n", "print('Number of ejected atoms: %d' % np.sum(ejected))\n", "fig, ax = plt.subplots(3, 2, figsize=(6.25, 2*2.75))\n", "for sol, ejected_i in zip(sols, ejected):\n", " for ii in range(3):\n", " if ejected_i:\n", " ax[ii, 0].plot(sol.t/1e3, sol.v[ii], color='r', linewidth=0.25)\n", " ax[ii, 1].plot(sol.t/1e3, sol.r[ii]*alpha, color='r', linewidth=0.25)\n", " else:\n", " ax[ii, 0].plot(sol.t/1e3, sol.v[ii], color='b', linewidth=0.25)\n", " ax[ii, 1].plot(sol.t/1e3, sol.r[ii]*alpha, color='b', linewidth=0.25) \n", "\n", "\"\"\"for ax_i in ax[:, 0]:\n", " ax_i.set_ylim((-0.75, 0.75))\n", "for ax_i in ax[:, 1]:\n", " ax_i.set_ylim((-4., 4.))\"\"\"\n", "for ax_i in ax[-1, :]:\n", " ax_i.set_xlabel('$10^3 \\Gamma t$')\n", "for jj in range(2):\n", " for ax_i in ax[jj, :]:\n", " ax_i.set_xticklabels('')\n", "for ax_i, lbl in zip(ax[:, 0], ['x','y','z']):\n", " ax_i.set_ylabel('$v_' + lbl + '/(\\Gamma/k)$')\n", "for ax_i, lbl in zip(ax[:, 1], ['x','y','z']):\n", " ax_i.set_ylim((-100, 100))\n", " ax_i.set_ylabel('$\\\\alpha ' + lbl + '$')\n", " \n", "fig.subplots_adjust(left=0.1, bottom=0.08, wspace=0.22)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, every 0.1 ms, bin the $x$ and $z$ coordinates, make a histogram, and simulate an image:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "allx = np.array([], dtype='float64')\n", "allz = np.array([], dtype='float64')\n", "\n", "for sol in sols:\n", " allx = np.append(allx, sol.r[0][200::100]*(1e4*x0))\n", " allz = np.append(allz, sol.r[2][200::100]*(1e4*x0))\n", " \n", "img, x_edges, z_edges = np.histogram2d(allx, allz, bins=[np.arange(-375, 376, 5.), np.arange(-600., 11., 5.)])\n", "\n", "fig, ax = plt.subplots(1, 1)\n", "im = ax.imshow(img.T, origin='bottom',\n", " extent=(np.amin(x_edges), np.amax(x_edges),\n", " np.amin(z_edges), np.amax(z_edges)),\n", " cmap='Blues',\n", " aspect='equal')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Now, let's run the detuning\n", "\n", "And produce the resulting simulated MOT images" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Completed in 1:26:44. \n", "Completed in 1:11:48. \n", "Completed in 1:23:13. \n" ] } ], "source": [ "dets = np.array([det, -400/7.5, -600/7.5, -800/7.5])\n", "#s = 9\n", "\n", "imgs = np.zeros(dets.shape + img.shape)\n", "num_of_ejections = np.zeros(dets.shape)\n", "num_of_ejections[0] = np.sum(ejected)\n", "imgs[0] = img\n", "\n", "for ii, det in enumerate(dets[1:]):\n", " # Rewrite the laser beams with the new detuning\n", " laserBeams = pylcp.conventional3DMOTBeams(delta=det, s=s,\n", " beam_type=pylcp.infinitePlaneWaveBeam)\n", " \n", " # Make the equation:\n", " eqn = pylcp.rateeq(laserBeams, magField, hamiltonian, g)\n", " if isinstance(eqn, pylcp.rateeq):\n", " eqn.set_initial_pop(np.array([1., 0., 0., 0.]))\n", " \n", " # Use the last equilibrium position to set this position:\n", " eqn.set_initial_position(np.array([0., 0., np.mean(allz)]))\n", " \n", " # Re-define the random soluton:\n", " def generate_random_solution(x, eqn=eqn, tmax=tmax):\n", " # We need to generate random numbers to prevent solutions from being seeded\n", " # with the same random number.\n", " import numpy as np\n", "\n", " np.random.rand(256*x)\n", " eqn.evolve_motion(\n", " [0, tmax], \n", " t_eval=np.linspace(0, tmax, 1001),\n", " random_recoil=True,\n", " progress_bar=False,\n", " max_step=1.\n", " )\n", " \n", " return eqn.sol\n", "\n", " # Generate the solution:\n", " sols = []\n", " progress = progressBar()\n", " for jj in range(int(Natoms/chunksize)):\n", " with pathos.pools.ProcessPool(nodes=4) as pool:\n", " sols += pool.map(generate_random_solution, range(chunksize))\n", " progress.update((jj+1)/(Natoms/chunksize))\n", " \n", " # Generate the image:\n", " allx = np.array([], dtype='float64')\n", " allz = np.array([], dtype='float64')\n", "\n", " for sol in sols:\n", " allx = np.append(allx, sol.r[0][200::100]*(1e4*x0))\n", " allz = np.append(allz, sol.r[2][200::100]*(1e4*x0))\n", "\n", " img, x_edges, z_edges = np.histogram2d(allx, allz, bins=[x_edges, z_edges])\n", " \n", " # Save the image:\n", " imgs[ii+1] = img\n", " \n", " # Count the number of ejections:\n", " num_of_ejections[ii+1] = np.sum([np.bitwise_or(\n", " np.abs(sol.r[0, -1]*(1e4*x0))>500,\n", " np.abs(sol.r[1, -1]*(1e4*x0))>500\n", " ) for sol in sols])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Print out the statistics of the ejections:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of ejections: [39. 27. 48. 39.]\n", "Estimated lifetime: [0.77660329 0.53442071 0.96018438 0.77660329]\n" ] } ], "source": [ "print('Number of ejections: ', num_of_ejections)\n", "print('Estimated lifetime: ', (-np.log((Natoms-num_of_ejections)/Natoms)/(tmax*t0)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now plot it up, with the ellipse indicating when the Zeeman shift from the magnetic field gradient equals the detuning " ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, '$z$ ($\\\\mu$m)')" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from matplotlib.patches import Ellipse\n", "\n", "fig, ax = plt.subplots(1, 4, figsize=(6.5, 1.625))\n", "\n", "clims = [43, 35, 30, 25]\n", "for ii in range(4):\n", " # Want to adjust scale for the increasing size of the MOT. I thought this was clever:\n", " counts, bins = np.histogram(imgs[ii].flatten(), bins=np.arange(10, 50, 1))\n", "\n", " im = ax[ii].imshow(imgs[ii].T/(2.5*bins[np.argmax(counts)]), origin='bottom',\n", " extent=(np.amin(x_edges), np.amax(x_edges),\n", " np.amin(z_edges), np.amax(z_edges)),\n", " cmap='Blues', clim=(0, 1))\n", " ax[ii].set_title('$\\Delta/\\Gamma = %.1f$'%dets[ii])\n", " ax[ii].set_xlabel('$x$ ($\\mu$m)')\n", " \n", " ellip = Ellipse(xy=(0,0),\n", " width=4*dets[ii]/alpha*(1e4*x0),\n", " height=2*dets[ii]/alpha*(1e4*x0),\n", " linestyle='--',\n", " linewidth=0.5,\n", " facecolor='none',\n", " edgecolor='red')\n", " \n", " ax[ii].add_patch(ellip)\n", " if ii>0:\n", " ax[ii].yaxis.set_ticklabels('')\n", "\n", "fig.subplots_adjust(left=0.08, bottom=0.12, top=0.97, right=0.9)\n", "\n", "pos = ax[-1].get_position()\n", "cbar_ax = fig.add_axes([0.91, pos.y0, 0.015, pos.y1-pos.y0])\n", "fig.colorbar(im, cax=cbar_ax)\n", "cbar_ax.set_ylabel('Density (arb. units)')\n", "\n", "ax[0].set_ylabel('$z$ ($\\mu$m)')" ] } ], "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": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 4 }