LennartNaeve_code/merging_tweezer_code/bosons/2025_04_08 (analyse nice example).ipynb
2025-04-25 20:52:11 +02:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import matplotlib.colors as mcolors\n",
"from IPython.display import Math, display\n",
"import numpy as np\n",
"import sympy as sp\n",
"from scipy import constants as const\n",
"from scipy.optimize import minimize_scalar, curve_fit\n",
"from scipy import sparse\n",
"import qutip as qt\n",
"\n",
"#add relative path to backend\n",
"import sys\n",
"sys.path.append('../../clean_diag/backend')\n",
"\n",
"import trap_units as si\n",
"from twod_trap import DoubleTweezer, TwoSiteLattice\n",
"from boson_helpers import *"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Choose data to analyse"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"start_line = 334\n",
"end_line = 342\n",
"\n",
"n_lines = end_line - start_line + 1\n",
"lines = np.arange(start_line,end_line+1,dtype=int)\n",
"state_nrs = np.zeros((n_lines,2),dtype=int)\n",
"state_nrs[:,1] = 1\n",
"\n",
"degeneracy = np.full(n_lines, True, dtype=bool)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"------------------"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"line: 334\n",
"separation: 0.7354 um\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 600x400 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"line: 335\n",
"separation: 0.7379 um\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 600x400 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"line: 336\n",
"separation: 0.7404 um\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 600x400 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"line: 337\n",
"separation: 0.7429 um\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 600x400 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"line: 338\n",
"separation: 0.7454 um\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 600x400 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"line: 339\n",
"separation: 0.7479 um\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 600x400 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"line: 340\n",
"separation: 0.7504 um\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 600x400 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"line: 341\n",
"separation: 0.7529 um\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 600x400 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"line: 342\n",
"separation: 0.7554 um\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 600x400 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for i, line in enumerate(lines):\n",
" state0 = state_nrs[i,0]\n",
" state1 = state_nrs[i,1]\n",
" \n",
" trap, func_ham, res = import_results(line)\n",
" GS_left_1, GS_right_1 = get_localised_GS(res[\"states\"][state0],\n",
" res[\"states\"][state1],\n",
" degenerate=degeneracy[i])\n",
" \n",
" print(f\"line: {line}\")\n",
" print(f\"separation: {trap.subs(trap.distance_tweezers)/si.um:.4f} um\")\n",
"\n",
" #plot wavefunctions\n",
" n_states = 2\n",
"\n",
" states_plot = [GS_left_1.real, GS_right_1.real]\n",
" #states_plot = [res[\"states\"][state0].real, res[\"states\"][state1].real]\n",
" #states_plot = np.angle(states)\n",
" #states_plot = states.imag\n",
" #states_plot = np.abs(states)**2\n",
"\n",
" # Create a 1xn_states grid of subplots (1 row, n_states columns)\n",
" fig, axes = plt.subplots(1, n_states, figsize=(6, 4)) # Adjust the size as needed\n",
"\n",
" # Loop over the state numbers from 0 to n_states-1\n",
" for state_number, ax in zip(range(n_states), axes):\n",
" # Slice through the y-direction and rotate the x-z plane (by swapping x and z)\n",
" im = ax.imshow(states_plot[state_number][:, int(res[\"size\"][1]/2), :].T,\n",
" extent=[*res[\"extend\"][0], *res[\"extend\"][2]], origin=\"lower\",\n",
" vmin=np.min(states_plot[state_number]), vmax=np.max(states_plot[state_number]))\n",
"\n",
" # Set labels for each subplot\n",
" ax.set_xlabel(\"x\")\n",
" ax.set_ylabel(\"z\")\n",
" ax.set_title(f\"State {state_number}\")\n",
" fig.colorbar(im, ax=ax) \n",
"\n",
" # Adjust layout for better spacing\n",
" plt.tight_layout()\n",
" plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"frequencies = np.zeros_like(lines,dtype=float)\n",
"distance = np.zeros_like(lines,dtype=float)\n",
"J = np.zeros_like(lines,dtype=float)\n",
"#tilt = np.zeros_like(lines,dtype=float)\n",
"U_s = np.zeros_like(lines,dtype=float)\n",
"U_dds = np.zeros((len(lines),50),dtype=float)\n",
"angles = np.zeros((len(lines),50),dtype=float)\n",
"V_lrs = np.zeros((len(lines),50),dtype=float)\n",
"DeltaJs = np.zeros((len(lines),50),dtype=float)\n",
"\n",
"E_exc = np.zeros_like(lines,dtype=float)\n",
"E_barr = np.zeros_like(lines,dtype=float)\n",
"\n",
"for i, line in enumerate(lines):\n",
" state0 = state_nrs[i,0]\n",
" state1 = state_nrs[i,1]\n",
"\n",
" trap, func_ham, res = import_results(line)\n",
" GS_left_1, GS_right_1 = get_localised_GS(res[\"states\"][state0],\n",
" res[\"states\"][state1],\n",
" degenerate=degeneracy[i])\n",
" \n",
" frequencies[i] = float(trap.subs(sp.sqrt(2*trap.power_tweezer1*trap.a/sp.pi/trap.m) * 2/trap.waist_tweezer1**2))\n",
" distance[i] = float(trap.subs(trap.distance_tweezers))\n",
" J[i], U_s[i], U_dds[i], angles[i], V_lrs[i], DeltaJs[i] = analyse_diagonalisation(line,\n",
" state_nr0=state0,\n",
" state_nr1=state1,\n",
" degenerate=degeneracy[i],\n",
" n_angles=20)\n",
" \n",
" #estimate energies of 0th and 1st state\n",
" E0 = 0.5*(res[\"energies\"][0] + res[\"energies\"][1])\n",
" E1 = 0.5*(res[\"energies\"][2] + res[\"energies\"][3])\n",
" E_exc[i] = E1-E0\n",
"\n",
" #estimate heigth of barrier\n",
" V = trap.subs(trap.get_potential(apply_zero_offset=False))\n",
" a = float(trap.subs(trap.distance_tweezers))\n",
"\n",
" #find minima of potential\n",
" def V_func(x):\n",
" return float(V.subs({trap.x:x, trap.y:0, trap.z:0}))\n",
"\n",
" x_right = minimize_scalar(V_func,bracket=[0,a]).x\n",
" x_left = minimize_scalar(V_func,bracket=[-a,0]).x\n",
"\n",
" #catch case where both potentials have already merged\n",
" tunneling_dist = abs(x_right-x_left)\n",
" if tunneling_dist < 1e-15:\n",
" raise Exception(\"potential has only one minmum\")\n",
"\n",
" #depts of both tweezers\n",
" V_1 = abs(V_func(x_left) - V_func(0))\n",
" V_2 = abs(V_func(x_right) - V_func(0)) \n",
"\n",
" E_barr[i] = np.max([V_1,V_2])\n",
"\n",
" # these states are basically 1 tweezer\n",
" if state1 !=1:\n",
" J[i] = np.nan\n",
" U_s[i] = np.nan\n",
" U_dds[i] = np.nan\n",
" V_lrs[i] = np.nan\n",
" DeltaJs[i] = np.nan\n",
" E_exc[i] = np.nan\n",
" E_barr[i] = np.nan\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"----------------------"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x1500 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Create a figure with 4 subplots (stacked vertically)\n",
"fig, axes = plt.subplots(4, 1, figsize=(10, 15), sharex=True)\n",
"\n",
"# Get unique frequencies\n",
"unique_freqs = np.unique(frequencies)\n",
"\n",
"# Define colors for consistency\n",
"colors = [\"orange\", \"blue\", \"green\", \"purple\", \"orange\"]\n",
"\n",
"### 1⃣ Hopping parameter J ###\n",
"for i, (freq, color) in enumerate(zip(unique_freqs, colors)):\n",
" mask = frequencies == freq\n",
" axes[0].plot(distance[mask] / si.nm, J[mask] / const.h, color=color, \n",
" label=fr\"$\\omega_r$: {freq/2/np.pi/si.kHz:.1f} kHz\")\n",
"\n",
"#axes[0].axhspan(50, 150, alpha=0.3, color=\"gray\", label=\"desired region of 50-100Hz\")\n",
"axes[0].set_ylabel(r\"$J/h$ [Hz]\")\n",
"axes[0].xaxis.set_label_position('top')\n",
"axes[0].set_xlabel(\"tweezer spacing [nm]\")\n",
"axes[0].legend()\n",
"# 🔹 Add top x-axis ticks\n",
"axes[0].tick_params(axis=\"x\", labeltop=True, top=True)\n",
"axes[0].grid(True, linestyle='-', linewidth=0.7)\n",
"axes[0].minorticks_on()\n",
"axes[0].grid(True, which='minor', linestyle=':', linewidth=0.7, alpha=0.8)\n",
"\n",
"### 2⃣ Interaction parameter U ###\n",
"for i, (freq, color) in enumerate(zip(unique_freqs, colors)):\n",
" mask = frequencies == freq\n",
" x = distance[mask] / si.nm\n",
" y = U_s[mask] / const.h\n",
" delta = U_dds[mask] / const.h\n",
"\n",
" axes[1].plot(x, y, color=color, label=fr\"$U_s$ for $\\omega_r$: {freq/2/np.pi/si.kHz:.1f} kHz\")\n",
" axes[1].fill_between(x, y + np.min(delta, axis=1), y + np.max(delta, axis=1), \n",
" alpha=0.3, color=color, edgecolor=None, label=r\"$\\Delta U_{dd}$\")\n",
"\n",
"axes[1].set_ylabel(r\"$U/h$ [Hz]\")\n",
"axes[1].legend()\n",
"axes[1].grid(True, linestyle='-', linewidth=0.7)\n",
"axes[1].minorticks_on()\n",
"axes[1].grid(True, which='minor', linestyle=':', linewidth=0.7, alpha=0.8)\n",
"\n",
"### 3⃣ First excited state energy ###\n",
"for i, (freq, color) in enumerate(zip(unique_freqs, colors)):\n",
" mask = frequencies == freq\n",
" axes[2].plot(distance[mask] / si.nm, E_exc[mask] / const.h, color=color, \n",
" label=fr\"$\\omega_r$: {freq/2/np.pi/si.kHz:.1f} kHz\")\n",
"\n",
"axes[2].set_ylabel(r\"$E_{exc}/h$ [Hz]\")\n",
"axes[2].legend()\n",
"axes[2].grid(True, linestyle='-', linewidth=0.7)\n",
"axes[2].minorticks_on()\n",
"axes[2].grid(True, which='minor', linestyle=':', linewidth=0.7, alpha=0.8)\n",
"\n",
"### 4⃣ Barrier height ###\n",
"for i, (freq, color) in enumerate(zip(unique_freqs, colors)):\n",
" mask = frequencies == freq\n",
" axes[3].plot(distance[mask] / si.nm, E_barr[mask] / const.h, color=color, \n",
" label=fr\"$\\omega_r$: {freq/2/np.pi/si.kHz:.1f} kHz\")\n",
"\n",
"axes[3].set_ylabel(r\"$E_{barr}/h$ [Hz]\")\n",
"axes[3].set_xlabel(\"tweezer spacing [nm]\")\n",
"#axes[3].set_ylim(0, 30000)\n",
"axes[3].legend()\n",
"axes[3].grid(True, linestyle='-', linewidth=0.7)\n",
"axes[3].minorticks_on()\n",
"axes[3].grid(True, which='minor', linestyle=':', linewidth=0.7, alpha=0.8)\n",
"\n",
"# Improve layout\n",
"plt.tight_layout()\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
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"source": []
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