diff --git a/qcsys/devices/__init__.py b/qcsys/devices/__init__.py index 36933c6..2c8dffe 100644 --- a/qcsys/devices/__init__.py +++ b/qcsys/devices/__init__.py @@ -7,6 +7,7 @@ from .resonator import * from .kno import * from .transmon import * +from .tunable_transmon import * from .transmon_single_charge_basis import * from .squid_transmon import * from .fluxonium import * diff --git a/qcsys/devices/transmon.py b/qcsys/devices/transmon.py index 72e8e16..0834f75 100644 --- a/qcsys/devices/transmon.py +++ b/qcsys/devices/transmon.py @@ -29,19 +29,26 @@ def common_ops(self): ops["a_dag"] = jqt.create(N) ops["phi"] = self.phi_zpf() * (ops["a"] + ops["a_dag"]) ops["n"] = 1j * self.n_zpf() * (ops["a_dag"] - ops["a"]) + + ops["cos(φ)"] = jqt.cosm(ops["phi"]) + return ops + @property + def Ej(self): + return self.params["Ej"] + def phi_zpf(self): """Return Phase ZPF.""" - return (2 * self.params["Ec"] / self.params["Ej"]) ** (0.25) + return (2 * self.params["Ec"] / self.Ej) ** (0.25) def n_zpf(self): """Return Charge ZPF.""" - return (self.params["Ej"] / (32 * self.params["Ec"])) ** (0.25) + return (self.Ej / (32 * self.params["Ec"])) ** (0.25) def get_linear_ω(self): """Get frequency of linear terms.""" - return jnp.sqrt(8 * self.params["Ec"] * self.params["Ej"]) + return jnp.sqrt(8 * self.params["Ec"] * self.Ej) def get_H_linear(self): """Return linear terms in H.""" @@ -50,17 +57,20 @@ def get_H_linear(self): def get_H_full(self): """Return full H in linear basis.""" - cos_phi_op = ( - jsp.linalg.expm(1j * self.linear_ops["phi"]) - + jsp.linalg.expm(-1j * self.linear_ops["phi"]) - ) / 2 - - H_nl = -self.params["Ej"] * cos_phi_op - self.params[ - "Ej" - ] / 2 * jnp.linalg.matrix_power(self.linear_ops["phi"], 2) + # cos_phi_op = ( + # jsp.linalg.expm(1j * self.linear_ops["phi"]) + # + jsp.linalg.expm(-1j * self.linear_ops["phi"]) + # ) / 2 + + cos_phi_op = self.linear_ops["cos(φ)"] + + H_nl = -self.Ej * cos_phi_op - self.Ej / 2 * self.linear_ops["phi"] @ self.linear_ops["phi"] return self.get_H_linear() + H_nl + + # n_op = self.linear_ops["n"] + # return 4*self.params["Ec"]*n_op@n_op - self.Ej * cos_phi_op def potential(self, phi): """Return potential energy for a given phi.""" - return - self.params["Ej"] * jnp.cos(2 * jnp.pi * phi) + return - self.Ej * jnp.cos(2 * jnp.pi * phi) diff --git a/qcsys/devices/tunable_transmon.py b/qcsys/devices/tunable_transmon.py new file mode 100644 index 0000000..d99e1e9 --- /dev/null +++ b/qcsys/devices/tunable_transmon.py @@ -0,0 +1,24 @@ +""" Tunable Transmon.""" + +from flax import struct +from jax import config +import jax.numpy as jnp + +from qcsys.devices.transmon import Transmon + +config.update("jax_enable_x64", True) + +@struct.dataclass +class TunableTransmon(Transmon): + """ + Tunable Transmon Device. + """ + + @property + def Ej(self): + Ejsum = (self.params["Ej1"] + self.params["Ej2"]) + phi_ext = 2 * jnp.pi * self.params["phi_ext"] + gamma = self.params["Ej2"]/self.params["Ej1"] + d = (gamma - 1)/(gamma + 1) + external_flux_factor = jnp.abs(jnp.sqrt(jnp.cos(phi_ext/2)**2 + d**2 * jnp.sin(phi_ext/2)**2)) + return Ejsum * external_flux_factor \ No newline at end of file diff --git a/tutorials/2-transmon.ipynb b/tutorials/2-transmon.ipynb new file mode 100644 index 0000000..3f8a633 --- /dev/null +++ b/tutorials/2-transmon.ipynb @@ -0,0 +1,357 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1 - Imports" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/shanj/miniconda3/envs/jax-new/lib/python3.12/site-packages/qutip/__init__.py:66: UserWarning: The new version of Cython, (>= 3.0.0) is not supported.\n", + " warnings.warn(\n" + ] + } + ], + "source": [ + "from jax import jit, grad, config\n", + "import qcsys as qs\n", + "import jax.numpy as jnp\n", + "from tqdm import tqdm\n", + "import matplotlib.pyplot as plt\n", + "\n", + "config.update(\"jax_enable_x64\", True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2 - Fixed Frequency Transmon" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "Ec_q = 0.3\n", + "Ej_q = 15\n", + "\n", + "qubit = qs.Transmon.create(\n", + " 10,\n", + " {\"Ec\": Ec_q, \"Ej\": Ej_q},\n", + " use_linear=False,\n", + " N_pre_diag=10,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Array(6., dtype=float64, weak_type=True)" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "jnp.sqrt(8*0.3*15)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Array([6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6.,\n", + " 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6.,\n", + " 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6.,\n", + " 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6.,\n", + " 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6.,\n", + " 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6., 6.], dtype=float64)" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Es = jnp.linalg.eigh(qubit.get_H_linear().data)[0]\n", + "Es[1:] - Es[:-1]" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Array([1.86807028, 2.8171167 , 1.81942106, 2.54394777, 1.8027426 ,\n", + " 1.91947163, 1.64853165, 1.91420063, 0.61619494, 0.71138898,\n", + " 1.35651604, 1.44266698, 1.16131517, 1.12832592, 0.12414459,\n", + " 0.91109757, 1.40193416, 1.85090549, 1.5144302 , 0.78421506,\n", + " 1.14209157, 5.40839018, 1.26244352, 0.64377097], dtype=float64)" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "qubit = qs.Fluxonium.create(\n", + " 25,\n", + " {\"Ec\": 0.3, \"Ej\": 10, \"El\": 0.5, \"phi_ext\": 0.4},\n", + " use_linear=False,\n", + " N_pre_diag=25,\n", + ")\n", + "\n", + "Es = qubit.eig_systems[\"vals\"]\n", + "Es[1:] - Es[:-1]" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "phi_vals = jnp.linspace(-0.5,0.5,500)\n", + "axs = qubit.plot_wavefunctions(phi_vals)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2 - Tunable Transmon with Symmetric SQUID" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "Ec_q = 0.3\n", + "Ej_q = 15\n", + "\n", + "@jit\n", + "def gen_symmetric_tunable_transmon(phi_ext):\n", + " qubit = qs.TunableTransmon.create(\n", + " 20,\n", + " {\"Ec\": Ec_q, \"Ej1\": Ej_q, \"Ej2\": Ej_q, \"phi_ext\": phi_ext},\n", + " use_linear=False,\n", + " N_pre_diag=20,\n", + " )\n", + " return qubit\n", + "\n", + "@jit\n", + "def get_energies(qubit):\n", + " Es = qubit.eig_systems[\"vals\"]\n", + " f_10 = Es[1]-Es[0]\n", + " f_21 = Es[2]-Es[1]\n", + " return f_10, f_21" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Array([ 8.1735427 , 7.84497161, 7.49355088, 7.1282169 , 6.83662535,\n", + " 6.87755644, 7.6873636 , 9.63965385, 12.23532435], dtype=float64)" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Ec_q = 0.3\n", + "Ej_q = 15\n", + "qubit = qs.TunableTransmon.create(\n", + " 10,\n", + " {\"Ec\": Ec_q, \"Ej1\": Ej_q, \"Ej2\": Ej_q, \"phi_ext\": 0.0},\n", + " use_linear=False,\n", + " N_pre_diag=10,\n", + " )\n", + "Es = qubit.eig_systems[\"vals\"]\n", + "Es[1:] - Es[:-1]" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "qubit = gen_symmetric_tunable_transmon(0.0)\n", + "phi_vals = jnp.linspace(-2,2,500)\n", + "axs = qubit.plot_wavefunctions(phi_vals)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 500/500 [00:04<00:00, 123.65it/s]\n" + ] + } + ], + "source": [ + "phi_exts = jnp.linspace(-1,1,500)\n", + "\n", + "f_10s = []\n", + "f_21s = []\n", + "\n", + "for phi_ext in tqdm(phi_exts):\n", + " qubit = gen_symmetric_tunable_transmon(phi_ext)\n", + " f_10, f_21 = get_energies(qubit)\n", + " f_10s.append(f_10)\n", + " f_21s.append(f_21)\n", + "\n", + "f_10s = jnp.array(f_10s)\n", + "f_21s = jnp.array(f_21s)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(6,4), dpi=200)\n", + "ax.plot(phi_exts, f_10s, label=r\"$\\omega_{01}$\", color=\"navy\")\n", + "ax.plot(phi_exts, f_21s, label=r\"$\\omega_{12}$\", color=\"red\", linestyle=\"--\")" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "phi_vals = jnp.linspace(-0.5,0.5,500)\n", + "axs = qubit.plot_wavefunctions(phi_vals)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bosonic-jax-env", + "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": "3.12.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/tutorials/2-fluxonium.ipynb b/tutorials/3-fluxonium.ipynb similarity index 100% rename from tutorials/2-fluxonium.ipynb rename to tutorials/3-fluxonium.ipynb