1655 lines
639 KiB
Plaintext
1655 lines
639 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 28,
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"metadata": {},
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"outputs": [],
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"source": [
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"import warnings\n",
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"warnings.filterwarnings(\"ignore\", category=RuntimeWarning)\n",
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"import json"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"570.1441372938781Hz\n",
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"0.654720901556131 uK\n"
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]
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},
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{
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"data": {
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"text/latex": [
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"$\\displaystyle \\frac{\\omega_{t r}}{\\omega_{t ax}} \\approx 9.19$"
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],
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"text/plain": [
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"<IPython.core.display.Math object>"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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}
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],
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"source": [
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"from helpers import *\n",
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"\n",
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"initial_power = 120 * si.uW \n",
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"initial_grad = -2 * si.G/si.cm\n",
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"\n",
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"trap: PancakeTrap = PancakeTrap(\n",
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" power=0, # Set pancake laser power to 0, no 2D trap\n",
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" grad_z= initial_grad,\n",
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" grad_r=0,\n",
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" power_tweezer= initial_power,\n",
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" waist_tweezer= 2.2 * si.um,\n",
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" a=184.4*(4 * np.pi * const.epsilon_0 * const.value(\"Bohr radius\")**3)/(2 * const.epsilon_0 * const.c),\n",
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"\n",
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" wvl = 1064 * si.nm,\n",
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")\n",
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"axial_width = trap.get_tweezer_rayleigh()\n",
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"zr = float(trap.subs(trap.get_tweezer_rayleigh()))\n",
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"\n",
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"x, y, z = trap.x, trap.y, trap.z\n",
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"\n",
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"print(f\"{float(trap.subs(trap.get_omega_ax_tweezer()))}Hz\")\n",
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"print(f\"{trap.subs(trap.a *2*trap.power_tweezer/(np.pi*trap.waist_tweezer**2)/ const.k) /si.uK} uK\")\n",
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"\n",
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"aspect_ratio = trap.get_omega_r_tweezer() / trap.get_omega_ax_tweezer()\n",
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"_aspect_ratio_latex = sp.latex(trap.omega_r_tweezer / trap.omega_ax_tweezer)\n",
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"display(Math(f\"{_aspect_ratio_latex} \\\\approx {trap.subs(aspect_ratio).evalf():.2f}\"))"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 9,
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"metadata": {},
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"outputs": [],
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"source": [
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"def sweep_power(trap, gradient,dp,n_levels,left_cutoff,right_cutoff,t_spill=25*si.ms,max_spill_steps=200,n_pot_steps=1000):\n",
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" \"\"\"\n",
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" Sweeps over power and gets the power for 0 atom boundary and the precision level\n",
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" \"\"\"\n",
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" max_atoms = 10\n",
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"\n",
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" x, y, z = trap.x, trap.y, trap.z\n",
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" zr = trap.get_tweezer_rayleigh()\n",
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"\n",
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" trap[trap.grad_z] = gradient\n",
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" initial_power = 4/3/np.sqrt(3)*trap.subs(zr) * np.pi* trap.subs(trap.m * trap.g + trap.mu_b * trap.grad_z) * trap.subs(trap.waist_tweezer**2/trap.a)\n",
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" trap[trap.power_tweezer] = initial_power\n",
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" powers = np.array([initial_power],dtype=float)\n",
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" atom_number = np.array([0.0],dtype=float)\n",
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"\n",
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" i = 0\n",
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" pbar = tqdm(disable=True)\n",
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" while atom_number[i] <max_atoms and i<max_spill_steps:\n",
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" #print(i)\n",
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" trap[trap.power_tweezer] = initial_power + (i+1)*dp\n",
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" powers = np.append(powers, initial_power + (i+1)*dp)\n",
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"\n",
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" # Solve the hamiltonian numerically in axial direction\n",
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" energies, states, potential, coords = trap.nstationary_solution(\n",
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" trap.z, (left_cutoff, right_cutoff), n_pot_steps, k=n_levels\n",
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" )\n",
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"\n",
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" # Determine the potential and its derivatives\n",
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" pot_ax = trap.subs(trap.get_potential())\n",
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" pot_diff_ax = sp.diff(pot_ax, trap.z)\n",
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" pot_diff2_ax = sp.diff(pot_diff_ax, trap.z)\n",
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" pot_diff3_ax = sp.diff(pot_diff2_ax, trap.z)\n",
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" pot_diff_ax_numpy = sp.lambdify(trap.z, pot_diff_ax.subs({x: 0, y: 0}))\n",
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" pot_diff2_ax_numpy = sp.lambdify(trap.z, pot_diff2_ax.subs({x: 0, y: 0}))\n",
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" pot_diff3_ax_numpy = sp.lambdify(trap.z, pot_diff3_ax.subs({x: 0, y: 0}))\n",
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"\n",
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" barrier = root_scalar(\n",
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" pot_diff_ax_numpy,\n",
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" x0=1.5 * float(trap.subs(zr)),\n",
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" fprime=pot_diff2_ax_numpy,\n",
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" xtol=1e-28,\n",
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" fprime2=pot_diff3_ax_numpy,\n",
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" ).root\n",
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" minimum = root_scalar(\n",
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" pot_diff_ax_numpy,\n",
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" x0=0,\n",
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" fprime=pot_diff2_ax_numpy,\n",
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" xtol=1e-28,\n",
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" fprime2=pot_diff3_ax_numpy,\n",
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" ).root\n",
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" # States that are below the potential barrier\n",
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" bound_states = energies < potential(barrier)\n",
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"\n",
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" # Density of states is larger on the left than on the right\n",
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" # Likely that the state in question is a true bound state\n",
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" true_bound_states = np.logical_and(\n",
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" bound_states,\n",
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" np.sum(states[:, coords[z] < barrier] ** 2, axis=1)\n",
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" > np.sum(states[:, coords[z] > barrier] ** 2, axis=1),\n",
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" )\n",
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" \n",
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" if t_spill == 0:\n",
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" atom_num = np.sum(true_bound_states)\n",
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" atom_number = np.append(atom_number,atom_num)\n",
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" continue\n",
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"\n",
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" transmission_probability = np.full_like(energies, np.nan, dtype=float)\n",
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" for j, energy in enumerate(energies):\n",
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" if not true_bound_states[j]:\n",
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" continue\n",
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" intersect_end = root_scalar(\n",
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" lambda x: potential(x) - energy,\n",
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" bracket=(barrier, 3 * float(trap.subs(zr))),\n",
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" ).root\n",
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" intersect_start = root_scalar(\n",
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" lambda x: potential(x) - energy,\n",
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" bracket=(minimum, barrier),\n",
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" ).root\n",
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"\n",
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" s = quad(\n",
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" lambda x: np.sqrt(\n",
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" 2\n",
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" * float(trap.subs(trap.m))\n",
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" * np.clip(potential(x) - energy, a_min=0, a_max=None)\n",
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" )\n",
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" / const.hbar,\n",
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" intersect_start,\n",
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" intersect_end,\n",
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" )\n",
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" transmission_probability[j] = sp.exp(-2 * s[0])\n",
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" tunneling_rate = (\n",
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" transmission_probability * np.abs(energies - potential(minimum)) / const.h\n",
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" )\n",
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"\n",
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" atom_num = np.sum(np.exp(-t_spill * tunneling_rate[true_bound_states]))\n",
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" atom_number = np.append(atom_number,atom_num)\n",
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" #print(atom_num)\n",
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" i += 1\n",
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" pbar.update(1)\n",
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"\n",
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" pbar.close()\n",
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" if i == max_spill_steps:\n",
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" print(f\"{max_atoms} atoms not reached\")\n",
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" return powers,atom_number\n",
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" raise Exception(f\"{max_atoms} atoms not reached\")\n",
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"\n",
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" return powers, atom_number\n",
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"\n",
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"def sweep_gradient(trap, power,dgrad,n_levels,left_cutoff,right_cutoff,t_spill=25*si.ms,max_spill_steps=200,n_pot_steps=1000):\n",
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" \"\"\"\n",
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" Sweeps over gradient and gets the gradient for 0 atom boundary and the precision level\n",
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" \"\"\"\n",
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" max_atoms = 10\n",
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"\n",
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" x, y, z = trap.x, trap.y, trap.z\n",
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" zr = trap.get_tweezer_rayleigh()\n",
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"\n",
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" trap[trap.power_tweezer] = power\n",
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" initial_grad = float(trap.subs(1/trap.mu_b * (3*np.sqrt(3)/4 * power * trap.a/np.pi/trap.waist_tweezer**2/zr - trap.m * trap.g)))\n",
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" trap[trap.grad_z] = initial_grad\n",
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" gradients = np.array([initial_grad],dtype=float)\n",
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" atom_number = np.array([0.0],dtype=float)\n",
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"\n",
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" i = 0\n",
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" pbar = tqdm(disable=True)\n",
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" while atom_number[i] <max_atoms and i<max_spill_steps:\n",
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" #print(i)\n",
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" trap[trap.grad_z] = initial_grad - (i+1)*dgrad\n",
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" gradients = np.append(gradients, initial_grad - (i+1)*dgrad)\n",
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"\n",
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" # Solve the hamiltonian numerically in axial direction\n",
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" energies, states, potential, coords = trap.nstationary_solution(\n",
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" trap.z, (left_cutoff, right_cutoff), n_pot_steps, k=n_levels\n",
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" )\n",
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"\n",
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" # Determine the potential and its derivatives\n",
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" pot_ax = trap.subs(trap.get_potential())\n",
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" pot_diff_ax = sp.diff(pot_ax, trap.z)\n",
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" pot_diff2_ax = sp.diff(pot_diff_ax, trap.z)\n",
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" pot_diff3_ax = sp.diff(pot_diff2_ax, trap.z)\n",
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" pot_diff_ax_numpy = sp.lambdify(trap.z, pot_diff_ax.subs({x: 0, y: 0}))\n",
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" pot_diff2_ax_numpy = sp.lambdify(trap.z, pot_diff2_ax.subs({x: 0, y: 0}))\n",
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" pot_diff3_ax_numpy = sp.lambdify(trap.z, pot_diff3_ax.subs({x: 0, y: 0}))\n",
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"\n",
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" barrier = root_scalar(\n",
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" pot_diff_ax_numpy,\n",
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" x0=1.5 * float(trap.subs(zr)),\n",
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" fprime=pot_diff2_ax_numpy,\n",
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" xtol=1e-28,\n",
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" fprime2=pot_diff3_ax_numpy,\n",
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" ).root\n",
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" minimum = root_scalar(\n",
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" pot_diff_ax_numpy,\n",
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" x0=0,\n",
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" fprime=pot_diff2_ax_numpy,\n",
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" xtol=1e-28,\n",
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" fprime2=pot_diff3_ax_numpy,\n",
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" ).root\n",
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" # States that are below the potential barrier\n",
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" bound_states = energies < potential(barrier)\n",
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"\n",
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" # Density of states is larger on the left than on the right\n",
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" # Likely that the state in question is a true bound state\n",
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" true_bound_states = np.logical_and(\n",
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" bound_states,\n",
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" np.sum(states[:, coords[z] < barrier] ** 2, axis=1)\n",
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" > np.sum(states[:, coords[z] > barrier] ** 2, axis=1),\n",
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" )\n",
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" \n",
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" if t_spill == 0:\n",
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" atom_num = np.sum(true_bound_states)\n",
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" atom_number = np.append(atom_number,atom_num)\n",
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" continue\n",
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"\n",
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" transmission_probability = np.full_like(energies, np.nan, dtype=float)\n",
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" for j, energy in enumerate(energies):\n",
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" if not true_bound_states[j]:\n",
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" continue\n",
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" intersect_end = root_scalar(\n",
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" lambda x: potential(x) - energy,\n",
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" bracket=(barrier, 3 * float(trap.subs(zr))),\n",
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" ).root\n",
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" intersect_start = root_scalar(\n",
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" lambda x: potential(x) - energy,\n",
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" bracket=(minimum, barrier),\n",
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" ).root\n",
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"\n",
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" s = quad(\n",
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" lambda x: np.sqrt(\n",
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" 2\n",
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" * float(trap.subs(trap.m))\n",
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" * np.clip(potential(x) - energy, a_min=0, a_max=None)\n",
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" )\n",
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" / const.hbar,\n",
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" intersect_start,\n",
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" intersect_end,\n",
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" )\n",
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" transmission_probability[j] = sp.exp(-2 * s[0])\n",
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" tunneling_rate = (\n",
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" transmission_probability * np.abs(energies - potential(minimum)) / const.h\n",
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" )\n",
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"\n",
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" atom_num = np.sum(np.exp(-t_spill * tunneling_rate[true_bound_states]))\n",
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" atom_number = np.append(atom_number,atom_num)\n",
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" #print(atom_num)\n",
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" i += 1\n",
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" pbar.update(1)\n",
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"\n",
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" pbar.close()\n",
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" if i == max_spill_steps:\n",
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" print(f\"{max_atoms} atoms not reached\")\n",
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" return gradients,atom_number\n",
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" raise Exception(f\"{max_atoms} atoms not reached\")\n",
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"\n",
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" return gradients, atom_number\n",
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"\n",
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"def calculate_stepsize(powers, atom_number,plot=False):\n",
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" max_atoms = 10\n",
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"\n",
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" bool_array = np.logical_and(np.abs(atom_number - np.round(atom_number,0)) < 0.1, atom_number > 0.05) #find points where atomnumber is close to integer\n",
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" bool_array = np.logical_and(bool_array, atom_number < (max_atoms-0.5))\n",
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" if plot:\n",
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" plt.plot(powers/si.uW,atom_number)\n",
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" plt.plot(powers[bool_array]/si.uW,atom_number[bool_array],\"b.\")\n",
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" plt.xlabel(\"power [uW]\")\n",
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" plt.ylabel(\"atom number\")\n",
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"\n",
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" diff = np.diff(bool_array.astype(int)) # Convert to int to use np.diff\n",
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" start_indices = np.where(diff == 1)[0] + 1 # Indices where blobs start\n",
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" end_indices = np.where(diff == -1)[0] + 1 # Indices where blobs end\n",
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"\n",
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" # Special case: handle if the array starts or ends with a True\n",
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" if bool_array[0]:\n",
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" start_indices = np.insert(start_indices, 0, 0) # Add the start of the array\n",
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" if bool_array[-1]:\n",
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" end_indices = np.append(end_indices, len(bool_array)) # Add the end of the array\n",
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"\n",
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" #step length\n",
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" step_len = np.abs(np.mean(np.diff(powers)))\n",
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"\n",
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" # Blob lengths\n",
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" blob_lengths = float(np.mean((end_indices - start_indices)*step_len))\n",
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"\n",
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" # Results\n",
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" return blob_lengths"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [],
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"source": [
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"powers, atom_number = sweep_power(trap, -2.5*si.G/si.cm, 0.35*si.uW, 50, -0*zr, 1.1*zr,max_spill_steps=200)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"0.933333333333319"
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]
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},
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"execution_count": 5,
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"metadata": {},
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"output_type": "execute_result"
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},
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{
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"data": {
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 507.875x507.875 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"calculate_stepsize(powers,atom_number,plot=True)/si.uW"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 63,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([780.040388671187, 780.540388671187, 781.040388671187,\n",
|
|
" 781.540388671187, 782.040388671187, 782.540388671187,\n",
|
|
" 783.040388671187, 783.540388671187, 784.040388671187,\n",
|
|
" 784.540388671187, 785.040388671187, 785.540388671187,\n",
|
|
" 786.040388671187, 786.540388671187, 787.040388671187,\n",
|
|
" 787.540388671187, 788.040388671187, 788.540388671187,\n",
|
|
" 789.040388671187, 789.540388671187, 790.040388671187,\n",
|
|
" 790.540388671187, 791.040388671187, 791.540388671187,\n",
|
|
" 792.040388671187, 792.540388671187, 793.040388671187,\n",
|
|
" 793.540388671187, 794.040388671187, 794.540388671187,\n",
|
|
" 795.040388671187, 795.540388671187, 796.040388671187,\n",
|
|
" 796.540388671187, 797.040388671187, 797.540388671187,\n",
|
|
" 798.040388671187, 798.540388671187, 799.040388671187,\n",
|
|
" 799.540388671187, 800.040388671187, 800.540388671187,\n",
|
|
" 801.040388671187, 801.540388671187, 802.040388671187,\n",
|
|
" 802.540388671187, 803.040388671187, 803.540388671187,\n",
|
|
" 804.040388671187, 804.540388671187, 805.040388671187,\n",
|
|
" 805.540388671187, 806.040388671187, 806.540388671187,\n",
|
|
" 807.040388671187, 807.540388671187, 808.040388671187,\n",
|
|
" 808.540388671187, 809.040388671187, 809.540388671187,\n",
|
|
" 810.040388671187, 810.540388671187, 811.040388671187,\n",
|
|
" 811.540388671187, 812.040388671187, 812.540388671187,\n",
|
|
" 813.040388671187, 813.540388671187, 814.040388671187,\n",
|
|
" 814.540388671187, 815.040388671187, 815.540388671187,\n",
|
|
" 816.040388671187, 816.540388671187, 817.040388671187,\n",
|
|
" 817.540388671187, 818.040388671187, 818.540388671187,\n",
|
|
" 819.040388671187, 819.540388671187, 820.040388671187,\n",
|
|
" 820.540388671187, 821.040388671187, 821.540388671187,\n",
|
|
" 822.040388671187, 822.540388671187, 823.040388671187,\n",
|
|
" 823.540388671187, 824.040388671187, 824.540388671187,\n",
|
|
" 825.040388671187, 825.540388671187, 826.040388671187,\n",
|
|
" 826.540388671187, 827.040388671187, 827.540388671187,\n",
|
|
" 828.040388671187, 828.540388671187, 829.040388671187,\n",
|
|
" 829.540388671187, 830.040388671187, 830.540388671187,\n",
|
|
" 831.040388671187, 831.540388671187, 832.040388671187,\n",
|
|
" 832.540388671187, 833.040388671187, 833.540388671187,\n",
|
|
" 834.040388671187, 834.540388671187, 835.040388671187,\n",
|
|
" 835.540388671187, 836.040388671187, 836.540388671187,\n",
|
|
" 837.040388671187, 837.540388671187, 838.040388671187,\n",
|
|
" 838.540388671187, 839.040388671187, 839.540388671187,\n",
|
|
" 840.040388671187, 840.540388671187, 841.040388671187,\n",
|
|
" 841.540388671187, 842.040388671187, 842.540388671187,\n",
|
|
" 843.040388671187, 843.540388671187, 844.040388671187,\n",
|
|
" 844.540388671187, 845.040388671187, 845.540388671187,\n",
|
|
" 846.040388671187, 846.540388671187, 847.040388671187,\n",
|
|
" 847.540388671187], dtype=object)"
|
|
]
|
|
},
|
|
"execution_count": 63,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"powers/si.uW"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 59,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([0. , 0. , 0. , 0. , 0. ,\n",
|
|
" 0. , 0. , 0.62227389, 0.62205177, 0.66703707,\n",
|
|
" 0.7316383 , 0.79751587, 0.85413323, 0.89628386, 0.91264018,\n",
|
|
" 0.9667693 , 0.9781576 , 0.98652226, 0.99192706, 0.99526371,\n",
|
|
" 1.23955124, 1.26957128, 1.3621218 , 1.49125772, 1.62627378,\n",
|
|
" 1.7437065 , 1.83334773, 1.89530142, 1.92914666, 1.96545884,\n",
|
|
" 1.97988899, 1.98861675, 2.02596721, 2.08254169, 2.46069322,\n",
|
|
" 2.55763511, 2.68842951, 2.79861223, 2.87697602, 2.92775398,\n",
|
|
" 2.96221612, 2.98677672, 3.02304278, 3.1026014 , 3.24429251,\n",
|
|
" 3.4263682 , 3.60388008, 3.74453774, 3.87117947, 3.9158921 ,\n",
|
|
" 3.9522758 , 3.97492919, 3.99886771, 4.0470266 , 4.34229862,\n",
|
|
" 4.48745856, 4.65252645, 4.78399447, 4.87330454, 4.92858111,\n",
|
|
" 4.96531353, 4.99767932, 5.06344421, 5.19901076, 5.39127931,\n",
|
|
" 5.58628031, 5.74222231, 5.84882082, 5.91347751, 5.95503228,\n",
|
|
" 5.98248307, 6.0364209 , 6.16347741, 6.35114515, 6.62254917,\n",
|
|
" 6.74853114, 6.85285696, 6.91819924, 6.95602399, 6.97849943,\n",
|
|
" 7.09914415, 7.23452648, 7.43353546, 7.6281102 , 7.77643955,\n",
|
|
" 7.87342668, 7.93144862, 7.96704041, 8.01012607, 8.11459132,\n",
|
|
" 8.30102345, 8.51654246, 8.69922828, 8.82620506, 8.90414792,\n",
|
|
" 8.95032139, 8.98227727, 9.05032659, 9.20546356, 9.42040025,\n",
|
|
" 9.61027838])"
|
|
]
|
|
},
|
|
"execution_count": 59,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"atom_number"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 170,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"10 atoms not reached\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"gradients, atom_number = sweep_gradient(trap, 1900*si.uW, 0.0018*si.G/si.cm, 50, -0*zr, 1.1*zr,max_spill_steps=200)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 171,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"0.017099999999999994"
|
|
]
|
|
},
|
|
"execution_count": 171,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 507.875x507.875 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"calculate_stepsize(gradients,atom_number,plot=True)/si.G*si.cm"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 101,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([-1.50154822e-04, -5.15015482e-03, -1.01501548e-02, -1.51501548e-02,\n",
|
|
" -2.01501548e-02, -2.51501548e-02, -3.01501548e-02, -3.51501548e-02,\n",
|
|
" -4.01501548e-02, -4.51501548e-02, -5.01501548e-02, -5.51501548e-02,\n",
|
|
" -6.01501548e-02, -6.51501548e-02, -7.01501548e-02, -7.51501548e-02,\n",
|
|
" -8.01501548e-02, -8.51501548e-02, -9.01501548e-02, -9.51501548e-02,\n",
|
|
" -1.00150155e-01, -1.05150155e-01, -1.10150155e-01, -1.15150155e-01,\n",
|
|
" -1.20150155e-01, -1.25150155e-01, -1.30150155e-01, -1.35150155e-01,\n",
|
|
" -1.40150155e-01, -1.45150155e-01, -1.50150155e-01, -1.55150155e-01,\n",
|
|
" -1.60150155e-01, -1.65150155e-01, -1.70150155e-01, -1.75150155e-01,\n",
|
|
" -1.80150155e-01, -1.85150155e-01, -1.90150155e-01, -1.95150155e-01,\n",
|
|
" -2.00150155e-01, -2.05150155e-01, -2.10150155e-01, -2.15150155e-01,\n",
|
|
" -2.20150155e-01, -2.25150155e-01, -2.30150155e-01, -2.35150155e-01,\n",
|
|
" -2.40150155e-01])"
|
|
]
|
|
},
|
|
"execution_count": 101,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"gradients /si.G*si.cm"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 75,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
|
|
" 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
|
|
" 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.])"
|
|
]
|
|
},
|
|
"execution_count": 75,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"atom_number"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 27,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 0%| | 0/2 [00:00<?, ?it/s]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"0\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 50%|█████ | 1/2 [01:07<01:07, 67.86s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For -2.5G/cm (107.58993700664912uW): dB'=0.003200000000000005G/cm (rel: -0.1280000000000002%), dP = 0.933333333333319uW (rel: 0.8674912908217788%)\n",
|
|
"1\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"100%|██████████| 2/2 [07:05<00:00, 212.95s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"10 atoms not reached\n",
|
|
"For 4.0G/cm (1855.9611113344472uW): dB'=0.0166G/cm (rel: 0.4150000000000001%), dP = 4.588888888890075uW (rel: 0.247251349226312%)\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
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",
|
|
"text/plain": [
|
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"<Figure size 507.875x507.875 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"max_spill_steps = 200\n",
|
|
"\n",
|
|
"many_grad = np.linspace(-2.5,4,2)*si.G/si.cm\n",
|
|
"many_power = np.zeros_like(many_grad)\n",
|
|
"step_grad = np.zeros_like(many_grad)\n",
|
|
"step_power = np.zeros_like(many_grad)\n",
|
|
"\n",
|
|
"all_gradients = np.zeros((len(many_grad),max_spill_steps+1))\n",
|
|
"all_powers = np.zeros((len(many_grad),max_spill_steps+1))\n",
|
|
"\n",
|
|
"all_atoms_grad = np.zeros((len(many_grad),max_spill_steps+1))\n",
|
|
"all_atoms_power = np.zeros((len(many_grad),max_spill_steps+1))\n",
|
|
"\n",
|
|
"for i, initial_grad in tqdm(enumerate(many_grad),total=len(many_grad)):\n",
|
|
" print(i)\n",
|
|
" many_power[i] = 4/3/np.sqrt(3)*zr * np.pi* trap.subs(trap.m * trap.g + trap.mu_b * initial_grad) * trap.subs(trap.waist_tweezer**2/trap.a)\n",
|
|
"\n",
|
|
" gradients, atom_number = sweep_gradient(trap, many_power[i], 0.0018*si.G/si.cm, 50, -0*zr, 1.1*zr,max_spill_steps=max_spill_steps)\n",
|
|
" step_grad[i] = calculate_stepsize(gradients,atom_number,plot=True)\n",
|
|
" all_gradients[i,:len(gradients)] = gradients\n",
|
|
" all_atoms_grad[i,:len(atom_number)] = atom_number\n",
|
|
"\n",
|
|
" powers, atom_number = sweep_power(trap, initial_grad, 0.35*si.uW, 50, -0*zr, 1.1*zr,max_spill_steps=max_spill_steps)\n",
|
|
" step_power[i] = calculate_stepsize(powers,atom_number)\n",
|
|
" all_powers[i,:len(powers)] = powers\n",
|
|
" all_atoms_power[i,:len(atom_number)] = atom_number\n",
|
|
"\n",
|
|
" print(f\"For {initial_grad/si.G*si.cm}G/cm ({many_power[i]/si.uW}uW): dB'={step_grad[i]/si.G*si.cm}G/cm (rel: {step_grad[i]/initial_grad*100}%), dP = {step_power[i]/si.uW}uW (rel: {step_power[i]/many_power[i]*100}%)\")\n",
|
|
"\n",
|
|
"np.savez('sweeps_1064.npz', all_gradients=all_gradients, all_atoms_grad=all_atoms_grad, all_powers=all_powers, all_atoms_power=all_atoms_power)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 31,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 0%| | 0/15 [00:00<?, ?it/s]"
|
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]
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},
|
|
{
|
|
"name": "stdout",
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|
"output_type": "stream",
|
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"text": [
|
|
"0\n"
|
|
]
|
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},
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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" 7%|▋ | 1/15 [01:06<15:34, 66.73s/it]"
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]
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},
|
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{
|
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"name": "stdout",
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|
"output_type": "stream",
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"text": [
|
|
"For -2.5G/cm (107.58993700664912uW): dB'=0.003200000000000005G/cm (rel: 0.1280000000000002%), dP = 0.933333333333319uW (rel: 0.8674912908217788%)\n",
|
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"1\n"
|
|
]
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},
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{
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" 13%|█▎ | 2/15 [02:54<19:38, 90.67s/it]"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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|
"text": [
|
|
"For -2.035714285714285G/cm (232.4735923157776uW): dB'=0.005199999999999998G/cm (rel: 0.255438596491228%), dP = 1.4388888888889206uW (rel: 0.6189472423751355%)\n",
|
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"2\n"
|
|
]
|
|
},
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|
{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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" 20%|██ | 3/15 [05:16<22:51, 114.31s/it]"
|
|
]
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|
},
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|
{
|
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"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For -1.5714285714285714G/cm (357.357247624906uW): dB'=0.0068000000000000066G/cm (rel: 0.4327272727272732%), dP = 1.7499999999999039uW (rel: 0.48970603272520213%)\n",
|
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"3\n"
|
|
]
|
|
},
|
|
{
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|
"name": "stderr",
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|
"output_type": "stream",
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"text": [
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" 27%|██▋ | 4/15 [08:11<25:21, 138.33s/it]"
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|
]
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},
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{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For -1.1071428571428572G/cm (482.24090293403447uW): dB'=0.007600000000000004G/cm (rel: 0.6864516129032262%), dP = 2.1777777777776604uW (rel: 0.45159540896006445%)\n",
|
|
"4\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
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"text": [
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" 33%|███▎ | 5/15 [11:26<26:26, 158.65s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For -0.6428571428571428G/cm (607.1245582431628uW): dB'=0.008800000000000004G/cm (rel: 1.3688888888888895%), dP = 2.372222222222103uW (rel: 0.3907307306241418%)\n",
|
|
"5\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
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|
" 40%|████ | 6/15 [15:05<26:52, 179.13s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For -0.17857142857142835G/cm (732.0082135522914uW): dB'=0.009800000000000001G/cm (rel: 5.4880000000000075%), dP = 2.7222222222220767uW (rel: 0.3718841089243616%)\n",
|
|
"6\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 47%|████▋ | 7/15 [19:10<26:45, 200.73s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"10 atoms not reached\n",
|
|
"For 0.2857142857142856G/cm (856.8918688614198uW): dB'=0.010799999999999999G/cm (rel: 3.7800000000000016%), dP = 2.9555555555553896uW (rel: 0.34491581294644946%)\n",
|
|
"7\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 53%|█████▎ | 8/15 [23:01<24:32, 210.35s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"10 atoms not reached\n",
|
|
"For 0.75G/cm (981.7755241705482uW): dB'=0.011399999999999997G/cm (rel: 1.5199999999999996%), dP = 3.344444444444331uW (rel: 0.34065266062421756%)\n",
|
|
"8\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 60%|██████ | 9/15 [26:57<21:49, 218.31s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"10 atoms not reached\n",
|
|
"For 1.2142857142857144G/cm (1106.6591794796764uW): dB'=0.012399999999999998G/cm (rel: 1.021176470588235%), dP = 3.5875000000009134uW (rel: 0.3241738799553143%)\n",
|
|
"9\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 67%|██████▋ | 10/15 [30:49<18:32, 222.49s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"10 atoms not reached\n",
|
|
"For 1.6785714285714288G/cm (1231.5428347888048uW): dB'=0.013200000000000002G/cm (rel: 0.7863829787234041%), dP = 4.000000000001052uW (rel: 0.3247958485087532%)\n",
|
|
"10\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 73%|███████▎ | 11/15 [34:45<15:06, 226.65s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"10 atoms not reached\n",
|
|
"For 2.1428571428571432G/cm (1356.4264900979335uW): dB'=0.0146G/cm (rel: 0.6813333333333332%), dP = 4.200000000001076uW (rel: 0.30963712598224447%)\n",
|
|
"11\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 80%|████████ | 12/15 [38:39<11:26, 228.84s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"10 atoms not reached\n",
|
|
"For 2.6071428571428577G/cm (1481.310145407062uW): dB'=0.014000000000000002G/cm (rel: 0.5369863013698629%), dP = 4.491666666667825uW (rel: 0.30322256825112887%)\n",
|
|
"12\n",
|
|
"10 atoms not reached\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 87%|████████▋ | 13/15 [42:27<07:37, 228.56s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"10 atoms not reached\n",
|
|
"For 3.071428571428571G/cm (1606.1938007161903uW): dB'=0.015999999999999993G/cm (rel: 0.5209302325581393%), dP = 4.666666666667878uW (rel: 0.29054194236007175%)\n",
|
|
"13\n",
|
|
"10 atoms not reached\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 93%|█████████▎| 14/15 [46:04<03:45, 225.14s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"10 atoms not reached\n",
|
|
"For 3.5357142857142856G/cm (1731.077456025319uW): dB'=0.016799999999999995G/cm (rel: 0.47515151515151505%), dP = 5.600000000001483uW (rel: 0.32349794519648445%)\n",
|
|
"14\n",
|
|
"10 atoms not reached\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"100%|██████████| 15/15 [49:37<00:00, 198.51s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"10 atoms not reached\n",
|
|
"For 4.0G/cm (1855.9611113344472uW): dB'=0.017324999999999997G/cm (rel: 0.4331249999999999%), dP = 5.250000000001361uW (rel: 0.2828723063182385%)\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"ename": "TypeError",
|
|
"evalue": "Object of type ndarray is not JSON serializable",
|
|
"output_type": "error",
|
|
"traceback": [
|
|
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
|
|
"\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)",
|
|
"Cell \u001b[1;32mIn[31], line 38\u001b[0m\n\u001b[0;32m 36\u001b[0m \u001b[38;5;66;03m# Save dictionary to a JSON file\u001b[39;00m\n\u001b[0;32m 37\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mopen\u001b[39m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdata.json\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mw\u001b[39m\u001b[38;5;124m'\u001b[39m) \u001b[38;5;28;01mas\u001b[39;00m file:\n\u001b[1;32m---> 38\u001b[0m json\u001b[38;5;241m.\u001b[39mdump(data, file)\n",
|
|
"File \u001b[1;32mc:\\Users\\naeve\\anaconda3\\Lib\\json\\__init__.py:179\u001b[0m, in \u001b[0;36mdump\u001b[1;34m(obj, fp, skipkeys, ensure_ascii, check_circular, allow_nan, cls, indent, separators, default, sort_keys, **kw)\u001b[0m\n\u001b[0;32m 173\u001b[0m iterable \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mcls\u001b[39m(skipkeys\u001b[38;5;241m=\u001b[39mskipkeys, ensure_ascii\u001b[38;5;241m=\u001b[39mensure_ascii,\n\u001b[0;32m 174\u001b[0m check_circular\u001b[38;5;241m=\u001b[39mcheck_circular, allow_nan\u001b[38;5;241m=\u001b[39mallow_nan, indent\u001b[38;5;241m=\u001b[39mindent,\n\u001b[0;32m 175\u001b[0m separators\u001b[38;5;241m=\u001b[39mseparators,\n\u001b[0;32m 176\u001b[0m default\u001b[38;5;241m=\u001b[39mdefault, sort_keys\u001b[38;5;241m=\u001b[39msort_keys, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkw)\u001b[38;5;241m.\u001b[39miterencode(obj)\n\u001b[0;32m 177\u001b[0m \u001b[38;5;66;03m# could accelerate with writelines in some versions of Python, at\u001b[39;00m\n\u001b[0;32m 178\u001b[0m \u001b[38;5;66;03m# a debuggability cost\u001b[39;00m\n\u001b[1;32m--> 179\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m chunk \u001b[38;5;129;01min\u001b[39;00m iterable:\n\u001b[0;32m 180\u001b[0m fp\u001b[38;5;241m.\u001b[39mwrite(chunk)\n",
|
|
"File \u001b[1;32mc:\\Users\\naeve\\anaconda3\\Lib\\json\\encoder.py:432\u001b[0m, in \u001b[0;36m_make_iterencode.<locals>._iterencode\u001b[1;34m(o, _current_indent_level)\u001b[0m\n\u001b[0;32m 430\u001b[0m \u001b[38;5;28;01myield from\u001b[39;00m _iterencode_list(o, _current_indent_level)\n\u001b[0;32m 431\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(o, \u001b[38;5;28mdict\u001b[39m):\n\u001b[1;32m--> 432\u001b[0m \u001b[38;5;28;01myield from\u001b[39;00m _iterencode_dict(o, _current_indent_level)\n\u001b[0;32m 433\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 434\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m markers \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
|
|
"File \u001b[1;32mc:\\Users\\naeve\\anaconda3\\Lib\\json\\encoder.py:406\u001b[0m, in \u001b[0;36m_make_iterencode.<locals>._iterencode_dict\u001b[1;34m(dct, _current_indent_level)\u001b[0m\n\u001b[0;32m 404\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 405\u001b[0m chunks \u001b[38;5;241m=\u001b[39m _iterencode(value, _current_indent_level)\n\u001b[1;32m--> 406\u001b[0m \u001b[38;5;28;01myield from\u001b[39;00m chunks\n\u001b[0;32m 407\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m newline_indent \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 408\u001b[0m _current_indent_level \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n",
|
|
"File \u001b[1;32mc:\\Users\\naeve\\anaconda3\\Lib\\json\\encoder.py:439\u001b[0m, in \u001b[0;36m_make_iterencode.<locals>._iterencode\u001b[1;34m(o, _current_indent_level)\u001b[0m\n\u001b[0;32m 437\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCircular reference detected\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 438\u001b[0m markers[markerid] \u001b[38;5;241m=\u001b[39m o\n\u001b[1;32m--> 439\u001b[0m o \u001b[38;5;241m=\u001b[39m _default(o)\n\u001b[0;32m 440\u001b[0m \u001b[38;5;28;01myield from\u001b[39;00m _iterencode(o, _current_indent_level)\n\u001b[0;32m 441\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m markers \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
|
|
"File \u001b[1;32mc:\\Users\\naeve\\anaconda3\\Lib\\json\\encoder.py:180\u001b[0m, in \u001b[0;36mJSONEncoder.default\u001b[1;34m(self, o)\u001b[0m\n\u001b[0;32m 161\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mdefault\u001b[39m(\u001b[38;5;28mself\u001b[39m, o):\n\u001b[0;32m 162\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Implement this method in a subclass such that it returns\u001b[39;00m\n\u001b[0;32m 163\u001b[0m \u001b[38;5;124;03m a serializable object for ``o``, or calls the base implementation\u001b[39;00m\n\u001b[0;32m 164\u001b[0m \u001b[38;5;124;03m (to raise a ``TypeError``).\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 178\u001b[0m \n\u001b[0;32m 179\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m--> 180\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mObject of type \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mo\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__class__\u001b[39m\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m \u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m 181\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mis not JSON serializable\u001b[39m\u001b[38;5;124m'\u001b[39m)\n",
|
|
"\u001b[1;31mTypeError\u001b[0m: Object of type ndarray is not JSON serializable"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
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"image/png": 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",
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"text/plain": [
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"<Figure size 507.875x507.875 with 1 Axes>"
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]
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},
|
|
"metadata": {},
|
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"output_type": "display_data"
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}
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],
|
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"source": [
|
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"max_spill_steps = 200\n",
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|
"\n",
|
|
"many_grad = np.linspace(-2.5,4,15)*si.G/si.cm\n",
|
|
"many_power = np.zeros_like(many_grad)\n",
|
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"step_grad = np.zeros_like(many_grad)\n",
|
|
"step_power = np.zeros_like(many_grad)\n",
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"\n",
|
|
"data = {\"gradient\":np.zeros_like(many_grad),\n",
|
|
" \"power\":np.zeros_like(many_grad),\n",
|
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" \"gradient_step\":np.zeros_like(many_grad),\n",
|
|
" \"power_step\":np.zeros_like(many_grad),\n",
|
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" \"gradient_rel\":np.zeros_like(many_grad),\n",
|
|
" \"power_rel\":np.zeros_like(many_grad)\n",
|
|
" }\n",
|
|
"\n",
|
|
"for i, initial_grad in tqdm(enumerate(many_grad),total=len(many_grad)):\n",
|
|
" #print(i)\n",
|
|
" many_power[i] = 4/3/np.sqrt(3)*zr * np.pi* trap.subs(trap.m * trap.g + trap.mu_b * initial_grad) * trap.subs(trap.waist_tweezer**2/trap.a)\n",
|
|
"\n",
|
|
" gradients, atom_number = sweep_gradient(trap, many_power[i], 0.0018*si.G/si.cm, 50, -0*zr, 1.1*zr,max_spill_steps=max_spill_steps)\n",
|
|
" step_grad[i] = calculate_stepsize(gradients,atom_number,plot=True)\n",
|
|
"\n",
|
|
" powers, atom_number = sweep_power(trap, initial_grad, 0.35*si.uW, 50, -0*zr, 1.1*zr,max_spill_steps=max_spill_steps)\n",
|
|
" step_power[i] = calculate_stepsize(powers,atom_number)\n",
|
|
"\n",
|
|
" print(f\"For {initial_grad/si.G*si.cm}G/cm ({many_power[i]/si.uW}uW): dB'={step_grad[i]/si.G*si.cm}G/cm (rel: {step_grad[i]/np.abs(initial_grad)*100}%), dP = {step_power[i]/si.uW}uW (rel: {step_power[i]/many_power[i]*100}%)\")\n",
|
|
"\n",
|
|
" data[\"gradient\"][i] = initial_grad\n",
|
|
" data[\"power\"][i] = many_power[i]\n",
|
|
" data[\"gradient_step\"][i] = step_grad[i]\n",
|
|
" data[\"gradient_rel\"][i] = step_grad[i]/np.abs(initial_grad)\n",
|
|
" data[\"power_step\"][i] = step_power[i]\n",
|
|
" data[\"power_rel\"][i] = step_power[i]/many_power[i]\n",
|
|
"\n",
|
|
"\n",
|
|
"# Save dictionary to numpy file\n",
|
|
"np.savez(\"sweeps_1064.npz\",gradient=data[\"gradient\"], power = data[\"power\"],gradient_step = data[\"gradient_step\"],gradient_rel = data[\"gradient_rel\"],power_step = data[\"power_step\"],power_rel = data[\"power_rel\"])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Repeat with 532nm and 1.1um"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"3848.077831882Hz\n",
|
|
"7.45614909581278 uK\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"text/latex": [
|
|
"$\\displaystyle \\frac{\\omega_{t r}}{\\omega_{t ax}} \\approx 9.19$"
|
|
],
|
|
"text/plain": [
|
|
"<IPython.core.display.Math object>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"from helpers import *\n",
|
|
"\n",
|
|
"initial_power = 350 * si.uW \n",
|
|
"initial_grad = 6 * si.G/si.cm\n",
|
|
"\n",
|
|
"trap: PancakeTrap = PancakeTrap(\n",
|
|
" power=0, # Set pancake laser power to 0, no 2D trap\n",
|
|
" grad_z= initial_grad,\n",
|
|
" grad_r=0,\n",
|
|
" power_tweezer= initial_power,\n",
|
|
" waist_tweezer= 1.1 * si.um,\n",
|
|
" a=180*(4 * np.pi * const.epsilon_0 * const.value(\"Bohr radius\")**3)/(2 * const.epsilon_0 * const.c),\n",
|
|
"\n",
|
|
" wvl = 532 * si.nm,\n",
|
|
")\n",
|
|
"axial_width = trap.get_tweezer_rayleigh()\n",
|
|
"zr = float(trap.subs(trap.get_tweezer_rayleigh()))\n",
|
|
"\n",
|
|
"x, y, z = trap.x, trap.y, trap.z\n",
|
|
"\n",
|
|
"print(f\"{float(trap.subs(trap.get_omega_ax_tweezer()))}Hz\")\n",
|
|
"print(f\"{trap.subs(trap.a *2*trap.power_tweezer/(np.pi*trap.waist_tweezer**2)/ const.k) /si.uK} uK\")\n",
|
|
"\n",
|
|
"aspect_ratio = trap.get_omega_r_tweezer() / trap.get_omega_ax_tweezer()\n",
|
|
"_aspect_ratio_latex = sp.latex(trap.omega_r_tweezer / trap.omega_ax_tweezer)\n",
|
|
"display(Math(f\"{_aspect_ratio_latex} \\\\approx {trap.subs(aspect_ratio).evalf():.2f}\"))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"[3.59572446e+36 4.01587682e+31 2.01795709e+27 2.19743861e+23\n",
|
|
" 4.21548413e+19 1.29709211e+16 6.09560909e+12 4.26807206e+09\n",
|
|
" 4.41932281e+06 6.83076213e+03 1.62931178e+01 6.59092263e-02\n",
|
|
" 6.67030849e-04] s\n",
|
|
"-3.065859783967385e-29\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 375x375 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plot_solutions(trap,150,-0.5*zr,1.9*zr,n_pot_steps=200,display_plot=-2,state_mult=1e3)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"0.8333333333333517"
|
|
]
|
|
},
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 507.875x507.875 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"powers, atom_number = sweep_power(trap, -0.6*si.G/si.cm, 0.15*si.uW, 100, -0.5*zr, 1.9*zr,max_spill_steps=200)\n",
|
|
"calculate_stepsize(powers,atom_number,plot=True)/si.uW"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 19,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/latex": [
|
|
"$\\displaystyle 0.000306554944138628$"
|
|
],
|
|
"text/plain": [
|
|
"0.000306554944138628"
|
|
]
|
|
},
|
|
"execution_count": 19,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"4/3/np.sqrt(3)*zr * np.pi* trap.subs(trap.m * trap.g + trap.mu_b * 6*si.G/si.cm) * trap.subs(trap.waist_tweezer**2/trap.a)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"0.02088888888888889"
|
|
]
|
|
},
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 507.875x507.875 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"gradients, atom_number = sweep_gradient(trap, 82*si.uW, 0.004*si.G/si.cm, 50, -0.5*zr, 1.9*zr,max_spill_steps=200)\n",
|
|
"calculate_stepsize(gradients,atom_number,plot=True)/si.G*si.cm"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 32,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 0%| | 0/25 [00:00<?, ?it/s]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"0\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 4%|▍ | 1/25 [01:18<31:24, 78.54s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For -2.5G/cm (13.777489155573681uW): dB'=0.007111111111111115G/cm (rel: 0.2844444444444446%), dP = 0.35000000000000064uW (rel: 2.5403757974173993%)\n",
|
|
"1\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 8%|▊ | 2/25 [03:37<43:44, 114.11s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For -1.9791666666666665G/cm (31.717284191300074uW): dB'=0.012000000000000004G/cm (rel: 0.6063157894736845%), dP = 0.5166666666666667uW (rel: 1.628975115115267%)\n",
|
|
"2\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 12%|█▏ | 3/25 [06:38<53:03, 144.69s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For -1.4583333333333335G/cm (49.65707922702644uW): dB'=0.015555555555555559G/cm (rel: 1.0666666666666669%), dP = 0.6333333333333333uW (rel: 1.2754139856631643%)\n",
|
|
"3\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 16%|█▌ | 4/25 [10:16<1:00:44, 173.54s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For -0.9374999999999999G/cm (67.59687426275283uW): dB'=0.01955555555555556G/cm (rel: 2.0859259259259266%), dP = 0.7666666666666778uW (rel: 1.1341747307524925%)\n",
|
|
"4\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 20%|██ | 5/25 [14:23<1:06:37, 199.89s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For -0.4166666666666665G/cm (85.53666929847923uW): dB'=0.02177777777777778G/cm (rel: 5.22666666666667%), dP = 0.8833333333333541uW (rel: 1.0326954984077912%)\n",
|
|
"5\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 24%|██▍ | 6/25 [18:57<1:11:22, 225.37s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 0.10416666666666696G/cm (103.4764643342056uW): dB'=0.026222222222222223G/cm (rel: 25.173333333333257%), dP = 1.03333333333336uW (rel: 0.9986167772373113%)\n",
|
|
"6\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 28%|██▊ | 7/25 [23:59<1:15:08, 250.46s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 0.625G/cm (121.41625936993198uW): dB'=0.027111111111111114G/cm (rel: 4.337777777777778%), dP = 1.0333333333333612uW (rel: 0.8510666847221783%)\n",
|
|
"7\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 32%|███▏ | 8/25 [29:26<1:17:49, 274.68s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 1.1458333333333337G/cm (139.35605440565837uW): dB'=0.028000000000000004G/cm (rel: 2.4436363636363634%), dP = 1.1500000000000274uW (rel: 0.8252242824358645%)\n",
|
|
"8\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 36%|███▌ | 9/25 [35:12<1:19:09, 296.87s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 1.666666666666667G/cm (157.29584944138475uW): dB'=0.032444444444444456G/cm (rel: 1.946666666666667%), dP = 1.266666666666699uW (rel: 0.8052765989472049%)\n",
|
|
"9\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 40%|████ | 10/25 [41:27<1:20:17, 321.13s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 2.1874999999999996G/cm (175.23564447711112uW): dB'=0.035111111111111114G/cm (rel: 1.6050793650793653%), dP = 1.2666666666666986uW (rel: 0.7228361960526516%)\n",
|
|
"10\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 44%|████▍ | 11/25 [48:19<1:21:23, 348.81s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 2.708333333333334G/cm (193.17543951283756uW): dB'=0.037777777777777785G/cm (rel: 1.3948717948717946%), dP = 1.383333333333366uW (rel: 0.716102076341561%)\n",
|
|
"11\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 48%|████▊ | 12/25 [55:52<1:22:29, 380.71s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 3.229166666666667G/cm (211.1152345485639uW): dB'=0.03911111111111109G/cm (rel: 1.211182795698924%), dP = 1.48333333333337uW (rel: 0.7026178553647445%)\n",
|
|
"12\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 52%|█████▏ | 13/25 [1:04:07<1:23:01, 415.11s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 3.7499999999999996G/cm (229.05502958429028uW): dB'=0.04044444444444444G/cm (rel: 1.0785185185185187%), dP = 1.5000000000000382uW (rel: 0.6548644676008091%)\n",
|
|
"13\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 56%|█████▌ | 14/25 [1:12:46<1:21:51, 446.47s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 4.270833333333334G/cm (246.99482462001671uW): dB'=0.04133333333333335G/cm (rel: 0.9678048780487806%), dP = 1.533333333333349uW (rel: 0.6207957335512067%)\n",
|
|
"14\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 60%|██████ | 15/25 [1:21:46<1:19:07, 474.73s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 4.791666666666667G/cm (264.93461965574306uW): dB'=0.043555555555555556G/cm (rel: 0.9089855072463768%), dP = 1.6833333333331981uW (rel: 0.635376884878438%)\n",
|
|
"15\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 64%|██████▍ | 16/25 [1:31:14<1:15:24, 502.76s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 5.312500000000001G/cm (282.87441469146944uW): dB'=0.04533333333333333G/cm (rel: 0.8533333333333332%), dP = 1.6999999999997324uW (rel: 0.6009734043476216%)\n",
|
|
"16\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 68%|██████▊ | 17/25 [1:41:00<1:10:22, 527.80s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 5.833333333333334G/cm (300.8142097271959uW): dB'=0.042400000000000014G/cm (rel: 0.7268571428571432%), dP = 1.7333333333330614uW (rel: 0.5762139145304993%)\n",
|
|
"17\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 72%|███████▏ | 18/25 [1:51:04<1:04:14, 550.69s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 6.354166666666668G/cm (318.7540047629222uW): dB'=0.050222222222222224G/cm (rel: 0.7903825136612022%), dP = 1.849999999999714uW (rel: 0.5803848649292039%)\n",
|
|
"18\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 76%|███████▌ | 19/25 [2:01:43<57:44, 577.47s/it] "
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 6.875G/cm (336.6937997986486uW): dB'=0.05066666666666667G/cm (rel: 0.736969696969697%), dP = 1.899999999999708uW (rel: 0.5643109558702761%)\n",
|
|
"19\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 80%|████████ | 20/25 [2:12:37<50:02, 600.44s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 7.395833333333333G/cm (354.633594834375uW): dB'=0.05200000000000001G/cm (rel: 0.703098591549296%), dP = 1.9999999999996887uW (rel: 0.5639623625995589%)\n",
|
|
"20\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 84%|████████▍ | 21/25 [2:23:45<41:21, 620.48s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 7.916666666666669G/cm (372.57338987010144uW): dB'=0.05244444444444445G/cm (rel: 0.6624561403508772%), dP = 1.9999999999996845uW (rel: 0.5368069900797233%)\n",
|
|
"21\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 88%|████████▊ | 22/25 [2:35:07<31:57, 639.12s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 8.437499999999998G/cm (390.51318490582776uW): dB'=0.056000000000000015G/cm (rel: 0.6637037037037039%), dP = 1.8899999999997041uW (rel: 0.4839785372305618%)\n",
|
|
"22\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 92%|█████████▏| 23/25 [2:46:50<21:56, 658.16s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 8.958333333333336G/cm (408.45297994155413uW): dB'=0.0568888888888889G/cm (rel: 0.6350387596899226%), dP = 2.099999999999662uW (rel: 0.5141350664892083%)\n",
|
|
"23\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" 96%|█████████▌| 24/25 [2:58:49<11:16, 676.33s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 9.479166666666668G/cm (426.39277497728057uW): dB'=0.060000000000000026G/cm (rel: 0.6329670329670332%), dP = 2.1166666666663376uW (rel: 0.4964124138311489%)\n",
|
|
"24\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"100%|██████████| 25/25 [3:10:53<00:00, 458.13s/it]"
|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"For 10.0G/cm (444.3325700130069uW): dB'=0.05955555555555558G/cm (rel: 0.5955555555555557%), dP = 2.199999999999657uW (rel: 0.4951246315198673%)\n"
|
|
]
|
|
},
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
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"text/plain": [
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"<Figure size 507.875x507.875 with 1 Axes>"
|
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]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"max_spill_steps = 500\n",
|
|
"\n",
|
|
"many_grad = np.linspace(-2.5,10,25)*si.G/si.cm\n",
|
|
"many_power = np.zeros_like(many_grad)\n",
|
|
"step_grad = np.zeros_like(many_grad)\n",
|
|
"step_power = np.zeros_like(many_grad)\n",
|
|
"\n",
|
|
"data = {\"gradient\":np.zeros_like(many_grad),\n",
|
|
" \"power\":np.zeros_like(many_grad),\n",
|
|
" \"gradient_step\":np.zeros_like(many_grad),\n",
|
|
" \"power_step\":np.zeros_like(many_grad),\n",
|
|
" \"gradient_rel\":np.zeros_like(many_grad),\n",
|
|
" \"power_rel\":np.zeros_like(many_grad)\n",
|
|
" }\n",
|
|
"\n",
|
|
"for i, initial_grad in tqdm(enumerate(many_grad),total=len(many_grad)):\n",
|
|
" #print(i)\n",
|
|
" many_power[i] = 4/3/np.sqrt(3)*zr * np.pi* trap.subs(trap.m * trap.g + trap.mu_b * initial_grad) * trap.subs(trap.waist_tweezer**2/trap.a)\n",
|
|
"\n",
|
|
" gradients, atom_number = sweep_gradient(trap, many_power[i], 0.004*si.G/si.cm, 250, -0.5*zr, 1.9*zr,max_spill_steps=max_spill_steps)\n",
|
|
" step_grad[i] = calculate_stepsize(gradients,atom_number,plot=True)\n",
|
|
"\n",
|
|
" powers, atom_number = sweep_power(trap, initial_grad, 0.15*si.uW, 250, -0.5*zr, 1.9*zr,max_spill_steps=max_spill_steps)\n",
|
|
" step_power[i] = calculate_stepsize(powers,atom_number)\n",
|
|
"\n",
|
|
" print(f\"For {initial_grad/si.G*si.cm}G/cm ({many_power[i]/si.uW}uW): dB'={step_grad[i]/si.G*si.cm}G/cm (rel: {step_grad[i]/np.abs(initial_grad)*100}%), dP = {step_power[i]/si.uW}uW (rel: {step_power[i]/many_power[i]*100}%)\")\n",
|
|
"\n",
|
|
" data[\"gradient\"][i] = initial_grad\n",
|
|
" data[\"power\"][i] = many_power[i]\n",
|
|
" data[\"gradient_step\"][i] = step_grad[i]\n",
|
|
" data[\"gradient_rel\"][i] = step_grad[i]/np.abs(initial_grad)\n",
|
|
" data[\"power_step\"][i] = step_power[i]\n",
|
|
" data[\"power_rel\"][i] = step_power[i]/many_power[i]\n",
|
|
"\n",
|
|
"\n",
|
|
"# Save dictionary to numpy file\n",
|
|
"np.savez(\"sweeps_532.npz\",gradient=data[\"gradient\"], power = data[\"power\"],gradient_step = data[\"gradient_step\"],gradient_rel = data[\"gradient_rel\"],power_step = data[\"power_step\"],power_rel = data[\"power_rel\"])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "base",
|
|
"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": "3.12.7"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|