{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"
"
]
},
{
"cell_type": "code",
"source": [
"!pip install ipyvuetify"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "8qGP1z1bRIBa",
"outputId": "623535ae-0cba-468e-8fa4-bfcac737e996"
},
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Collecting ipyvuetify\n",
" Downloading ipyvuetify-1.8.10-py2.py3-none-any.whl (11.7 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m11.7/11.7 MB\u001b[0m \u001b[31m67.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hCollecting ipyvue<2,>=1.7 (from ipyvuetify)\n",
" Downloading ipyvue-1.10.1-py2.py3-none-any.whl (2.7 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.7/2.7 MB\u001b[0m \u001b[31m60.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hRequirement already satisfied: ipywidgets>=7.0.0 in /usr/local/lib/python3.10/dist-packages (from ipyvue<2,>=1.7->ipyvuetify) (7.7.1)\n",
"Requirement already satisfied: ipykernel>=4.5.1 in /usr/local/lib/python3.10/dist-packages (from ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (5.5.6)\n",
"Requirement already satisfied: ipython-genutils~=0.2.0 in /usr/local/lib/python3.10/dist-packages (from ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (0.2.0)\n",
"Requirement already satisfied: traitlets>=4.3.1 in /usr/local/lib/python3.10/dist-packages (from ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (5.7.1)\n",
"Requirement already satisfied: widgetsnbextension~=3.6.0 in /usr/local/lib/python3.10/dist-packages (from ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (3.6.6)\n",
"Requirement already satisfied: ipython>=4.0.0 in /usr/local/lib/python3.10/dist-packages (from ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (7.34.0)\n",
"Requirement already satisfied: jupyterlab-widgets>=1.0.0 in /usr/local/lib/python3.10/dist-packages (from ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (3.0.9)\n",
"Requirement already satisfied: jupyter-client in /usr/local/lib/python3.10/dist-packages (from ipykernel>=4.5.1->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (6.1.12)\n",
"Requirement already satisfied: tornado>=4.2 in /usr/local/lib/python3.10/dist-packages (from ipykernel>=4.5.1->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (6.3.2)\n",
"Requirement already satisfied: setuptools>=18.5 in /usr/local/lib/python3.10/dist-packages (from ipython>=4.0.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (67.7.2)\n",
"Collecting jedi>=0.16 (from ipython>=4.0.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify)\n",
" Downloading jedi-0.19.1-py2.py3-none-any.whl (1.6 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.6/1.6 MB\u001b[0m \u001b[31m63.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hRequirement already satisfied: decorator in /usr/local/lib/python3.10/dist-packages (from ipython>=4.0.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (4.4.2)\n",
"Requirement already satisfied: pickleshare in /usr/local/lib/python3.10/dist-packages (from ipython>=4.0.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (0.7.5)\n",
"Requirement already satisfied: prompt-toolkit!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0 in /usr/local/lib/python3.10/dist-packages (from ipython>=4.0.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (3.0.43)\n",
"Requirement already satisfied: pygments in /usr/local/lib/python3.10/dist-packages (from ipython>=4.0.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (2.16.1)\n",
"Requirement already satisfied: backcall in /usr/local/lib/python3.10/dist-packages (from ipython>=4.0.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (0.2.0)\n",
"Requirement already satisfied: matplotlib-inline in /usr/local/lib/python3.10/dist-packages (from ipython>=4.0.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (0.1.6)\n",
"Requirement already satisfied: pexpect>4.3 in /usr/local/lib/python3.10/dist-packages (from ipython>=4.0.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (4.9.0)\n",
"Requirement already satisfied: notebook>=4.4.1 in /usr/local/lib/python3.10/dist-packages (from widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (6.5.5)\n",
"Requirement already satisfied: parso<0.9.0,>=0.8.3 in /usr/local/lib/python3.10/dist-packages (from jedi>=0.16->ipython>=4.0.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (0.8.3)\n",
"Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (3.1.2)\n",
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"Requirement already satisfied: jupyter-core>=4.6.1 in /usr/local/lib/python3.10/dist-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (5.7.0)\n",
"Requirement already satisfied: nbformat in /usr/local/lib/python3.10/dist-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (5.9.2)\n",
"Requirement already satisfied: nbconvert>=5 in /usr/local/lib/python3.10/dist-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (6.5.4)\n",
"Requirement already satisfied: nest-asyncio>=1.5 in /usr/local/lib/python3.10/dist-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (1.5.8)\n",
"Requirement already satisfied: Send2Trash>=1.8.0 in /usr/local/lib/python3.10/dist-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (1.8.2)\n",
"Requirement already satisfied: terminado>=0.8.3 in /usr/local/lib/python3.10/dist-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (0.18.0)\n",
"Requirement already satisfied: prometheus-client in /usr/local/lib/python3.10/dist-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (0.19.0)\n",
"Requirement already satisfied: nbclassic>=0.4.7 in /usr/local/lib/python3.10/dist-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (1.0.0)\n",
"Requirement already satisfied: python-dateutil>=2.1 in /usr/local/lib/python3.10/dist-packages (from jupyter-client->ipykernel>=4.5.1->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (2.8.2)\n",
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"Requirement already satisfied: wcwidth in /usr/local/lib/python3.10/dist-packages (from prompt-toolkit!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0->ipython>=4.0.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (0.2.12)\n",
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"Requirement already satisfied: jupyter-server>=1.8 in /usr/local/lib/python3.10/dist-packages (from nbclassic>=0.4.7->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (1.24.0)\n",
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"Requirement already satisfied: lxml in /usr/local/lib/python3.10/dist-packages (from nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (4.9.4)\n",
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"Requirement already satisfied: bleach in /usr/local/lib/python3.10/dist-packages (from nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (6.1.0)\n",
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"Requirement already satisfied: webencodings in /usr/local/lib/python3.10/dist-packages (from bleach->nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (0.5.1)\n",
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"Requirement already satisfied: sniffio>=1.1 in /usr/local/lib/python3.10/dist-packages (from anyio<4,>=3.1.0->jupyter-server>=1.8->nbclassic>=0.4.7->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (1.3.0)\n",
"Requirement already satisfied: exceptiongroup in /usr/local/lib/python3.10/dist-packages (from anyio<4,>=3.1.0->jupyter-server>=1.8->nbclassic>=0.4.7->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (1.2.0)\n",
"Requirement already satisfied: pycparser in /usr/local/lib/python3.10/dist-packages (from cffi>=1.0.1->argon2-cffi-bindings->argon2-cffi->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->ipyvue<2,>=1.7->ipyvuetify) (2.21)\n",
"Installing collected packages: jedi, ipyvue, ipyvuetify\n",
"Successfully installed ipyvue-1.10.1 ipyvuetify-1.8.10 jedi-0.19.1\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"!pip install ipywidgets"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "XacgDbMZRQs7",
"outputId": "8d6a5d49-bc3e-4c06-bab1-02c9f898bab6"
},
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Requirement already satisfied: ipywidgets in /usr/local/lib/python3.10/dist-packages (7.7.1)\n",
"Requirement already satisfied: ipykernel>=4.5.1 in /usr/local/lib/python3.10/dist-packages (from ipywidgets) (5.5.6)\n",
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"Requirement already satisfied: widgetsnbextension~=3.6.0 in /usr/local/lib/python3.10/dist-packages (from ipywidgets) (3.6.6)\n",
"Requirement already satisfied: ipython>=4.0.0 in /usr/local/lib/python3.10/dist-packages (from ipywidgets) (7.34.0)\n",
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]
}
]
},
{
"cell_type": "code",
"source": [
"!pip install scqubits"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "OFu5yrwFQ2Tm",
"outputId": "e749c39e-bc3c-4a77-a775-223b99a0b02b"
},
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Collecting scqubits\n",
" Downloading scqubits-3.3.0-py3-none-any.whl (6.5 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m6.5/6.5 MB\u001b[0m \u001b[31m10.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hRequirement already satisfied: cycler in /usr/local/lib/python3.10/dist-packages (from scqubits) (0.12.1)\n",
"Collecting cython<3.0.0,>=0.29.20 (from scqubits)\n",
" Downloading Cython-0.29.37-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl (1.9 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.9/1.9 MB\u001b[0m \u001b[31m52.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hRequirement already satisfied: matplotlib>=3.5 in /usr/local/lib/python3.10/dist-packages (from scqubits) (3.7.1)\n",
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"Collecting qutip>=4.3.1 (from scqubits)\n",
" Downloading qutip-4.7.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (16.3 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m16.3/16.3 MB\u001b[0m \u001b[31m29.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hRequirement already satisfied: scipy>=1.1.0 in /usr/local/lib/python3.10/dist-packages (from scqubits) (1.11.4)\n",
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"Installing collected packages: cython, qutip, scqubits\n",
" Attempting uninstall: cython\n",
" Found existing installation: Cython 3.0.7\n",
" Uninstalling Cython-3.0.7:\n",
" Successfully uninstalled Cython-3.0.7\n",
"Successfully installed cython-0.29.37 qutip-4.7.3 scqubits-3.3.0\n"
]
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "rXoU3F8vQQ99"
},
"source": [
"# scqubits example: the fluxonium qubit\n",
"J. Koch and P. Groszkowski\n",
"\n",
"For further documentation of scqubits see https://scqubits.readthedocs.io/en/latest/.\n",
"\n",
"---"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"ExecuteTime": {
"end_time": "2020-03-27T12:06:07.457721Z",
"start_time": "2020-03-27T12:06:06.226978Z"
},
"init_cell": true,
"pycharm": {
"is_executing": false
},
"scrolled": true,
"id": "E_JWVCNIQQ-A"
},
"outputs": [],
"source": [
"import numpy as np\n",
"import scqubits as scq"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "jXjOKtJpQQ-B"
},
"source": [
"# Fluxonium qubit"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "6WEBgvxaQQ-B"
},
"source": [
"$H_\\text{fl}=-4E_\\text{C}\\partial_\\phi^2-E_\\text{J}\\cos(\\phi-\\varphi_\\text{ext}) +\\frac{1}{2}E_L\\phi^2$"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "Mi9IlGEjQQ-B"
},
"source": [
"**Creation via GUI** (ipywidgets needs to be installed for this to work.)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"ExecuteTime": {
"end_time": "2020-03-27T12:08:37.174509Z",
"start_time": "2020-03-27T12:08:37.105692Z"
},
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "L7lXtK0AQQ-C",
"outputId": "fefac1d6-7341-422f-9d14-821b2cb3afdd"
},
"outputs": [
{
"output_type": "stream",
"name": "stderr",
"text": [
"Warning: Starting with v3.2, scqubits uses the optional package 'ipyuetify' for graphical user interfaces. To use this functionality, add the package via `conda install -c conda-forge ipyvuetify` or `pip install ipyvuetify`.\n",
"For use with jupyter lab, additionally execute `jupyter labextension install jupyter-vuetify`.\n",
"\n",
" /usr/local/lib/python3.10/dist-packages/scqubits/utils/misc.py: 145"
]
}
],
"source": [
"fluxonium = scq.Fluxonium.create()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"ExecuteTime": {
"end_time": "2020-03-24T22:08:13.758806Z",
"start_time": "2020-03-24T22:08:13.744843Z"
},
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "lpixp2XEQQ-C",
"outputId": "1c3c01fb-4df7-4e70-e499-e3f976427275"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Fluxonium-----------| [Fluxonium_4]\n",
" | EJ: 8.9\n",
" | EC: 2.5\n",
" | EL: 0.5\n",
" | flux: 0.0\n",
" | cutoff: 110\n",
" | truncated_dim: 10\n",
" |\n",
" | dim: 110\n",
"\n"
]
}
],
"source": [
"print(fluxonium)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "FfnyfJx5QQ-C"
},
"source": [
"**Programmatic creation**"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"ExecuteTime": {
"end_time": "2020-03-27T12:06:07.463676Z",
"start_time": "2020-03-27T12:06:07.459683Z"
},
"id": "1kzFs1atQQ-C"
},
"outputs": [],
"source": [
"fluxonium2 = scq.Fluxonium(\n",
" EJ=8.9,\n",
" EC=2.5,\n",
" EL=0.5,\n",
" cutoff = 110,\n",
" flux = 0.5\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "IJ5o-h23QQ-D"
},
"source": [
"## Computing and visualizing spectra"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "FFTJKNOyQQ-D",
"outputId": "6a2d46e1-f4a6-4752-ba1c-60977cb17206"
},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"array([-2.7022458 , 6.05619946, 6.27730681, 8.29978855, 14.23074422,\n",
" 16.86961382])"
]
},
"metadata": {},
"execution_count": 16
}
],
"source": [
"fluxonium.eigenvals()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 454
},
"id": "dJd_euNcQQ-D",
"outputId": "a0d61986-a2b1-4aea-ab83-074cadcf9b97"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"flux_list = np.linspace(-0.5, 0.5, 151)\n",
"fluxonium.plot_evals_vs_paramvals('flux', flux_list, evals_count=8);"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "GlfHu3QPQQ-D",
"outputId": "08c57475-fa9e-4765-f14e-1c89dc8a7ad4"
},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"array([[ 2.05740661e-01, 0.00000000e+00, -4.60050104e-01, ...,\n",
" 0.00000000e+00, 1.78616165e-61, 0.00000000e+00],\n",
" [ 0.00000000e+00, -4.44868435e-01, 0.00000000e+00, ...,\n",
" -6.10025949e-59, 0.00000000e+00, 1.86480751e-60],\n",
" [-4.60050104e-01, 0.00000000e+00, -6.67742262e-02, ...,\n",
" 0.00000000e+00, -4.34635215e-58, 0.00000000e+00],\n",
" ...,\n",
" [ 0.00000000e+00, -6.10025949e-59, 0.00000000e+00, ...,\n",
" -9.18367880e-02, 0.00000000e+00, -3.20968756e-02],\n",
" [ 1.78616165e-61, 0.00000000e+00, -4.34635215e-58, ...,\n",
" 0.00000000e+00, -4.30134088e-02, 0.00000000e+00],\n",
" [ 0.00000000e+00, 1.86480751e-60, 0.00000000e+00, ...,\n",
" -3.20968756e-02, 0.00000000e+00, -1.10641059e-02]])"
]
},
"metadata": {},
"execution_count": 18
}
],
"source": [
"fluxonium.cos_phi_operator()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"ExecuteTime": {
"end_time": "2020-02-13T22:55:12.259399Z",
"start_time": "2020-02-13T22:55:09.203572Z"
},
"colab": {
"base_uri": "https://localhost:8080/",
"height": 454
},
"id": "TYaZkqW9QQ-D",
"outputId": "548b6781-4413-4845-da24-77418448699d"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"fluxonium.plot_evals_vs_paramvals('flux', flux_list, evals_count=9, subtract_ground=True);"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"ExecuteTime": {
"end_time": "2020-02-13T22:55:15.087870Z",
"start_time": "2020-02-13T22:55:14.155331Z"
},
"colab": {
"base_uri": "https://localhost:8080/",
"height": 451
},
"id": "PC_U1L0pQQ-D",
"outputId": "cd86b2f1-aaab-4c1d-88fe-2b4caaae86f3"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"fluxonium.flux = 0.5\n",
"fluxonium.plot_wavefunction(esys=None, which=range(5), mode='real');"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 451
},
"id": "FKMbWD3fQQ-E",
"outputId": "3adb3ac7-9446-489c-b72f-68e465f02690"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"fluxonium = scq.Fluxonium(\n",
" EJ=5.7,\n",
" EC=1.2,\n",
" EL=1.0,\n",
" cutoff = 150,\n",
" flux = 0.5\n",
")\n",
"fig, axes=fluxonium.plot_wavefunction(esys=None, which=[0,1,2,3,4,5], mode='real');"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "DR0xNmygQQ-E"
},
"source": [
"## Matrix elements"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"ExecuteTime": {
"end_time": "2020-02-13T22:55:23.804641Z",
"start_time": "2020-02-13T22:55:22.664581Z"
},
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "qYyKjX4MQQ-E",
"outputId": "445022a4-6662-45d8-b4df-655b66de13e8"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"[[-2.34134190e-14 -2.42020774e+00 6.45548989e-15 5.96669304e-01\n",
" 1.92424514e-15 -1.26034410e-02 7.31749126e-16 1.05152531e-02\n",
" -4.45241993e-16 -2.08796925e-03]\n",
" [-2.42020774e+00 2.39071672e-14 1.16100233e+00 -2.78726136e-15\n",
" 1.98939356e-01 -1.31717780e-15 1.96392027e-02 -6.44908705e-16\n",
" -1.88229452e-03 -1.79144226e-15]\n",
" [ 6.45548989e-15 1.16100233e+00 -4.64160953e-16 -2.02810531e+00\n",
" -1.38397953e-15 2.87499531e-01 -6.94237581e-18 -3.19256763e-02\n",
" -2.51655509e-16 1.96457721e-04]\n",
" [ 5.96669304e-01 -2.78726136e-15 -2.02810531e+00 2.98985200e-15\n",
" -2.11221368e+00 -1.09868917e-15 1.78076985e-01 -2.70727653e-15\n",
" 4.52028150e-02 -7.46241842e-15]\n",
" [ 1.92424514e-15 1.98939356e-01 -1.38397953e-15 -2.11221368e+00\n",
" -1.59508169e-15 2.41344721e+00 1.39647373e-15 1.41490331e-01\n",
" 8.98123343e-17 -5.74957935e-02]\n",
" [-1.26034410e-02 -1.31717780e-15 2.87499531e-01 -1.09868917e-15\n",
" 2.41344721e+00 2.94739514e-15 -2.65902027e+00 1.68514874e-15\n",
" 7.06894388e-02 -5.43778276e-15]\n",
" [ 7.31749126e-16 1.96392027e-02 -6.94237581e-18 1.78076985e-01\n",
" 1.39647373e-15 -2.65902027e+00 -4.35788601e-15 -2.95543793e+00\n",
" -2.55361461e-15 2.89606649e-02]\n",
" [ 1.05152531e-02 -6.44908705e-16 -3.19256763e-02 -2.70727653e-15\n",
" 1.41490331e-01 1.68514874e-15 -2.95543793e+00 -3.50883754e-15\n",
" 3.32236039e+00 -1.95241273e-14]\n",
" [-4.45241993e-16 -1.88229452e-03 -2.51655509e-16 4.52028150e-02\n",
" 8.98123343e-17 7.06894388e-02 -2.55361461e-15 3.32236039e+00\n",
" 4.31002167e-14 3.82811850e+00]\n",
" [-2.08796925e-03 -1.79144226e-15 1.96457721e-04 -7.46241842e-15\n",
" -5.74957935e-02 -5.43778276e-15 2.89606649e-02 -1.95241273e-14\n",
" 3.82811850e+00 1.29539701e-14]]\n"
]
}
],
"source": [
"phimat = fluxonium.matrixelement_table('phi_operator', evals_count=10)\n",
"print(phimat)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"ExecuteTime": {
"end_time": "2020-02-13T22:55:27.409939Z",
"start_time": "2020-02-13T22:55:25.414225Z"
},
"colab": {
"base_uri": "https://localhost:8080/",
"height": 397
},
"id": "p42u4TPrQQ-E",
"outputId": "7cd3cfd9-52da-42f4-97f6-b5b236af5d07"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"fluxonium.plot_matrixelements('n_operator', evals_count=16);"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 454
},
"id": "xqH8CwjJQQ-E",
"outputId": "e99d7c2a-beff-4664-e9e0-df152062f59c"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"fluxonium.plot_matelem_vs_paramvals('n_operator', 'flux', flux_list, select_elems=5);"
]
}
],
"metadata": {
"celltoolbar": "Initialisation Cell",
"kernelspec": {
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"name": "python3"
},
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},
"pycharm": {
"stem_cell": {
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"metadata": {
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},
"source": []
}
},
"toc": {
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"title_cell": "Table of Contents",
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"toc_position": {},
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},
"varInspector": {
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},
"kernels_config": {
"python": {
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"library": "var_list.py",
"varRefreshCmd": "print(var_dic_list())"
},
"r": {
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},
"types_to_exclude": [
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],
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"colab": {
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},
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}
},
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}