{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial 1: Getting Started with SQuADDS\n", "\n", "In this tutorial, we will walk you through some basic usage of SQuADDS. By the end of this tutorial, you will be able to:\n", "\n", "- Have an HuggingFace account\n", "\n", "- Access the SQuADDS Database\n", "\n", "- Use the SQuADDS API to query for closest and \"best-guess\" interpolated device designs for your chosen Hamiltonian parameters\n", "\n", "- Simulate the \"best-guess\" design using an EM solver tool" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Since the SQuADDS Database is hosted on [HuggingFace](https://huggingface.co/), we will need to create an account and get an API key to access the database.\n", "\n", "## HuggingFace π€ \n", "\n", "HuggingFace is a company that provides a large number of NLP models and datasets. They also provide a platform to host your own models and datasets.\n", "\n", "### Creating an Account\n", "\n", "Follow the instructions here - [HuggingFace: Sign Up](https://huggingface.co/join) - to create an account.\n", "\n", "Once you have created an account, you can get your API key from the [settings page](https://huggingface.co/settings/token).\n", "\n", "Please update the `HUGGINGFACE_API_KEY` variable in the `.env` file with your API key **OR** execute the following code to set the environment variable." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from squadds.core.utils import set_huggingface_api_key\n", "\n", "set_huggingface_api_key()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Login\n", "\n", "To login to your HuggingFace account, run the following command in your terminal:\n", "\n", "```bash\n", "huggingface-cli login\n", "```\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You will be prompted to enter your username and password. Once you have logged in, you can check your login status by running the following command:\n", "\n", "```bash\n", "huggingface-cli whoami\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Accessing the SQuADDS Database using the HuggingFace API\n", "\n", "The SQuADDS Database is hosted on HuggingFace. You can access the database using the `datasets` library from HuggingFace." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from datasets import get_dataset_config_names\n", "from datasets import load_dataset\n", "\n", "configs = get_dataset_config_names(\"SQuADDS/SQuADDS_DB\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can navigate the database using HuggingFace API. For example, you can access the qubit database using the following code:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "61c8651e5503436ea28aa534d4db7171", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Downloading data: 0%| | 0.00/8.32M [00:00, ?B/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8844d543a2e54035b5fe3902340fbf41", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Generating train split: 0 examples [00:00, ? examples/s]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "qubit_data = load_dataset(\"SQuADDS/SQuADDS_DB\", configs[0])" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "DatasetDict({\n", " train: Dataset({\n", " features: ['sim_options', 'sim_results', 'notes', 'design', 'contributor'],\n", " num_rows: 1934\n", " })\n", "})" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "qubit_data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Each configuration in the dataset is uniquely identified by their `config`. For the SQuADDS Database, the `config` string is created in the following format:\n", "\n", "```python\n", "config = f\"{component}_{component_name}_{data_type}\"\n", "```\n", "\n", "where `component` is the name of the component, `component_name` is the name of the component (in Qiskit Metal), and `data_type` is the type of simulation data that has been contributed.\n", "\n", "Lets check what the `config` string looks like for our database:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['qubit', 'cavity_claw', 'coupler', 'coupler', 'measured_device_database']\n", "['TransmonCross', 'RouteMeander', 'NCap', 'CapNInterdigitalTee']\n", "['cap_matrix', 'eigenmode', 'cap_matrix', 'cap_matrix']\n" ] } ], "source": [ "components = []\n", "component_names = []\n", "data_types = []\n", "\n", "for config in configs:\n", " try:\n", " components.append(config.split(\"-\")[0])\n", " component_names.append(config.split(\"-\")[1])\n", " data_types.append(config.split(\"-\")[2])\n", " except:\n", " pass\n", " \n", "print(components)\n", "print(component_names)\n", "print(data_types)\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The reason we added the `try except` block is because we have more datasets as well in the database that don't conform the simulation data format" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using the SQuADDS API to access and anlyze the database\n", "\n", "While it is possible to directly access the SQuADDS Database using the `datasets` library, we have created a simple API to make it easier to query the database.\n", "\n", "The main object we use to access the database is the `SQuADDS_DB` class. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "1566b8be300f4993910886561d04b306", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Downloading readme: 0%| | 0.00/2.48k [00:00, ?B/s]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from squadds import SQuADDS_DB\n", "\n", "db = SQuADDS_DB()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can get a summary of the datasets by running." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "+-------------+---------------------+------------------+--------------------------------------------------------------------------------------------+\n", "| Component | Component Name | Data Available | Component Image |\n", "+=============+=====================+==================+============================================================================================+\n", "| qubit | TransmonCross | cap_matrix | https://github.com/LFL-Lab/SQuADDS/tree/master/docs/_static/images/TransmonCross.png |\n", "+-------------+---------------------+------------------+--------------------------------------------------------------------------------------------+\n", "| qubit | TransmonCross | cap_matrix | https://github.com/LFL-Lab/SQuADDS/tree/master/docs/_static/images/TransmonCross.png |\n", "+-------------+---------------------+------------------+--------------------------------------------------------------------------------------------+\n", "| cavity_claw | RouteMeander | eigenmode | https://github.com/LFL-Lab/SQuADDS/tree/master/docs/_static/images/RouteMeander.png |\n", "+-------------+---------------------+------------------+--------------------------------------------------------------------------------------------+\n", "| cavity_claw | RouteMeander | eigenmode | https://github.com/LFL-Lab/SQuADDS/tree/master/docs/_static/images/RouteMeander.png |\n", "+-------------+---------------------+------------------+--------------------------------------------------------------------------------------------+\n", "| coupler | NCap | cap_matrix | https://github.com/LFL-Lab/SQuADDS/tree/master/docs/_static/images/NCap.png |\n", "+-------------+---------------------+------------------+--------------------------------------------------------------------------------------------+\n", "| coupler | NCap | cap_matrix | https://github.com/LFL-Lab/SQuADDS/tree/master/docs/_static/images/NCap.png |\n", "+-------------+---------------------+------------------+--------------------------------------------------------------------------------------------+\n", "| coupler | CapNInterdigitalTee | cap_matrix | https://github.com/LFL-Lab/SQuADDS/tree/master/docs/_static/images/CapNInterdigitalTee.png |\n", "+-------------+---------------------+------------------+--------------------------------------------------------------------------------------------+\n", "| coupler | CapNInterdigitalTee | cap_matrix | https://github.com/LFL-Lab/SQuADDS/tree/master/docs/_static/images/CapNInterdigitalTee.png |\n", "+-------------+---------------------+------------------+--------------------------------------------------------------------------------------------+\n" ] } ], "source": [ "db.view_datasets()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To check for the `config` names" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['qubit-TransmonCross-cap_matrix',\n", " 'cavity_claw-RouteMeander-eigenmode',\n", " 'coupler-NCap-cap_matrix',\n", " 'coupler-CapNInterdigitalTee-cap_matrix']\n" ] } ], "source": [ "db.get_configs()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**NOTE: `'coupler-NCap-cap_matrix'` and `''coupler-CapNInterdigitalTee-cap_matrix'` are the same datasets. We will support them both since future releases will deprecate the term `NCap` and replace it with `CapNInterdigitalTee`.**\n", "\n", "If you are interested to learn more about each configuration, you can do so by using the `get_dataset_info` method.\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "a87acda16c844b6983693b62cf722216", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Generating train split: 0 examples [00:00, ? examples/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "================================================================================\n", "Dataset Features:\n", "{'contributor': {'PI': Value(dtype='string', id=None),\n", " 'date_created': Value(dtype='string', id=None),\n", " 'group': Value(dtype='string', id=None),\n", " 'institution': Value(dtype='string', id=None),\n", " 'uploader': Value(dtype='string', id=None)},\n", " 'design': {'design_options': {...},\n", " 'design_tool': Value(dtype='string', id=None)},\n", " 'notes': {},\n", " 'sim_options': {'renderer_options': {...},\n", " 'setup': {...},\n", " 'simulator': Value(dtype='string', id=None)},\n", " 'sim_results': {'claw_to_claw': Value(dtype='float64', id=None),\n", " 'claw_to_ground': Value(dtype='float64', id=None),\n", " 'cross_to_claw': Value(dtype='float64', id=None),\n", " 'cross_to_cross': Value(dtype='float64', id=None),\n", " 'cross_to_ground': Value(dtype='float64', id=None),\n", " 'ground_to_ground': Value(dtype='float64', id=None),\n", " 'units': Value(dtype='string', id=None)}}\n", "\n", "Dataset Description:\n", "\n", "\n", "Dataset Citation:\n", "\n", "\n", "Dataset Homepage:\n", "\n", "\n", "Dataset License:\n", "\n", "\n", "Dataset Size in Bytes:\n", "9735651\n", "================================================================================\n" ] } ], "source": [ "db.get_dataset_info(component=\"qubit\", component_name=\"TransmonCross\", data_type=\"cap_matrix\")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "41ce54b2526042d1af663413cea3d3ac", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Downloading data: 0%| | 0.00/3.74M [00:00, ?B/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "7394393ba866418f82357fd441cec5e2", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Generating train split: 0 examples [00:00, ? examples/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "================================================================================\n", "Dataset Features:\n", "{'contributor': {'PI': Value(dtype='string', id=None),\n", " 'date_created': Value(dtype='string', id=None),\n", " 'group': Value(dtype='string', id=None),\n", " 'institution': Value(dtype='string', id=None),\n", " 'misc': Value(dtype='string', id=None),\n", " 'uploader': Value(dtype='string', id=None)},\n", " 'design': {'coupler_type': Value(dtype='string', id=None),\n", " 'design_options': {...},\n", " 'design_tool': Value(dtype='string', id=None),\n", " 'resonator_type': Value(dtype='string', id=None)},\n", " 'notes': {},\n", " 'sim_options': {'renderer_options': {...},\n", " 'setup': {...},\n", " 'simulator': Value(dtype='string', id=None)},\n", " 'sim_results': {'cavity_frequency': Value(dtype='float64', id=None),\n", " 'kappa': Value(dtype='float64', id=None),\n", " 'units': Value(dtype='string', id=None)}}\n", "\n", "Dataset Description:\n", "\n", "\n", "Dataset Citation:\n", "\n", "\n", "Dataset Homepage:\n", "\n", "\n", "Dataset License:\n", "\n", "\n", "Dataset Size in Bytes:\n", "4620074\n", "================================================================================\n" ] } ], "source": [ "db.get_dataset_info(component=\"cavity_claw\", component_name=\"RouteMeander\", data_type=\"eigenmode\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can get the entire dataset as a Pandas DataFrame by using the `get_dataset` method." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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1934 rows Γ 17 columns
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---|---|---|---|---|---|
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1 | \n", "βdissipatorβ | \n", "https://github.com/LFL-Lab/design_schema_dissi... | \n", "https://journals.aps.org/prxquantum/abstract/1... | \n", "https://github.com/LFL-Lab/design_schema_dissi... | \n", "USC Nanofab | \n", "
2 | \n", "MUNNIN | \n", "https://github.com/LFL-Lab/design_schema_MUNNIN | \n", "https://journals.aps.org/prl/abstract/10.1103/... | \n", "https://github.com/LFL-Lab/design_schema_MUNNI... | \n", "SQUILL | \n", "
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1 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "82.44280 | \n", "79.19378 | \n", "2.93820 | \n", "188.15089 | \n", "188.15089 | \n", "333.52997 | \n", "fF | \n", "{'aedt_hfss_capacitance': 0, 'aedt_hfss_induct... | \n", "qiskit-metal | \n", "Eli Levenson-Falk, PhD | \n", "2023-10-25-153123 | \n", "LFL | \n", "USC | \n", "Andre Kuo | \n", "
2 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "83.76412 | \n", "80.18130 | \n", "3.16131 | \n", "104.35340 | \n", "104.35340 | \n", "237.02548 | \n", "fF | \n", "{'aedt_hfss_capacitance': 0, 'aedt_hfss_induct... | \n", "qiskit-metal | \n", "Eli Levenson-Falk, PhD | \n", "2023-09-20-142547 | \n", "LFL | \n", "USC | \n", "Andre Kuo | \n", "
3 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "103.37057 | \n", "97.22405 | \n", "5.77590 | \n", "174.13928 | \n", "174.13928 | \n", "335.31609 | \n", "fF | \n", "{'aedt_hfss_capacitance': 0, 'aedt_hfss_induct... | \n", "qiskit-metal | \n", "Eli Levenson-Falk, PhD | \n", "2023-10-25-153126 | \n", "LFL | \n", "USC | \n", "Andre Kuo | \n", "
4 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "68.92854 | \n", "65.68607 | \n", "2.87375 | \n", "120.03923 | \n", "120.03923 | \n", "240.34085 | \n", "fF | \n", "{'aedt_hfss_capacitance': 0, 'aedt_hfss_induct... | \n", "qiskit-metal | \n", "Eli Levenson-Falk, PhD | \n", "2023-09-20-142547 | \n", "LFL | \n", "USC | \n", "Andre Kuo | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
1929 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "106.43025 | \n", "101.53197 | \n", "4.45645 | \n", "174.46380 | \n", "174.46380 | \n", "340.62919 | \n", "fF | \n", "{'aedt_hfss_capacitance': 0, 'aedt_hfss_induct... | \n", "qiskit-metal | \n", "Eli Levenson-Falk, PhD | \n", "2023-09-20-142547 | \n", "LFL | \n", "USC | \n", "Andre Kuo | \n", "
1930 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "121.10943 | \n", "112.62570 | \n", "7.95178 | \n", "187.43537 | \n", "187.43537 | \n", "367.34003 | \n", "fF | \n", "{'aedt_hfss_capacitance': 0, 'aedt_hfss_induct... | \n", "qiskit-metal | \n", "Eli Levenson-Falk, PhD | \n", "2023-09-20-142549 | \n", "LFL | \n", "USC | \n", "Andre Kuo | \n", "
1931 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "144.56289 | \n", "136.36810 | \n", "7.65968 | \n", "172.14561 | \n", "172.14561 | \n", "372.39970 | \n", "fF | \n", "{'aedt_hfss_capacitance': 0, 'aedt_hfss_induct... | \n", "qiskit-metal | \n", "Eli Levenson-Falk, PhD | \n", "2023-10-25-153123 | \n", "LFL | \n", "USC | \n", "Andre Kuo | \n", "
1932 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "68.76413 | \n", "65.78116 | \n", "2.48795 | \n", "56.75230 | \n", "56.75230 | \n", "166.57383 | \n", "fF | \n", "{'aedt_hfss_capacitance': 0, 'aedt_hfss_induct... | \n", "qiskit-metal | \n", "Eli Levenson-Falk, PhD | \n", "2023-09-20-142547 | \n", "LFL | \n", "USC | \n", "Andre Kuo | \n", "
1933 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "58.45749 | \n", "55.50796 | \n", "2.54396 | \n", "62.01000 | \n", "62.01000 | \n", "162.42140 | \n", "fF | \n", "{'aedt_hfss_capacitance': 0, 'aedt_hfss_induct... | \n", "qiskit-metal | \n", "Eli Levenson-Falk, PhD | \n", "2023-09-20-142549 | \n", "LFL | \n", "USC | \n", "Andre Kuo | \n", "
1934 rows Γ 17 columns
\n", "\n", " | renderer_options | \n", "setup | \n", "simulator | \n", "claw_to_claw | \n", "claw_to_ground | \n", "cross_to_claw | \n", "cross_to_cross | \n", "cross_to_ground | \n", "ground_to_ground | \n", "units | \n", "... | \n", "design_tool | \n", "PI | \n", "date_created | \n", "group | \n", "institution | \n", "uploader | \n", "EC | \n", "EJ | \n", "qubit_frequency_GHz | \n", "anharmonicity_MHz | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
643 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "106.91739 | \n", "101.13161 | \n", "5.25204 | \n", "102.49025 | \n", "102.49025 | \n", "255.94708 | \n", "fF | \n", "... | \n", "qiskit-metal | \n", "Eli Levenson-Falk, PhD | \n", "2023-09-20-142547 | \n", "LFL | \n", "USC | \n", "Andre Kuo | \n", "0.179783 | \n", "12.278081 | \n", "4.013772 | \n", "-201.551532 | \n", "
1862 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "80.01554 | \n", "76.72741 | \n", "2.89095 | \n", "104.64079 | \n", "104.64079 | \n", "233.88902 | \n", "fF | \n", "... | \n", "qiskit-metal | \n", "Eli Levenson-Falk, PhD | \n", "2023-09-20-142547 | \n", "LFL | \n", "USC | \n", "Andre Kuo | \n", "0.180135 | \n", "12.278081 | \n", "4.017505 | \n", "-201.973598 | \n", "
1714 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "76.27207 | \n", "73.26136 | \n", "2.62986 | \n", "104.89818 | \n", "104.89818 | \n", "230.69451 | \n", "fF | \n", "... | \n", "qiskit-metal | \n", "Eli Levenson-Falk, PhD | \n", "2023-09-20-142547 | \n", "LFL | \n", "USC | \n", "Andre Kuo | \n", "0.180141 | \n", "12.278081 | \n", "4.017570 | \n", "-201.981031 | \n", "
3 rows Γ 21 columns
\n", "\n", " | renderer_options | \n", "setup | \n", "simulator | \n", "claw_to_claw | \n", "claw_to_ground | \n", "cross_to_claw | \n", "cross_to_cross | \n", "cross_to_ground | \n", "ground_to_ground | \n", "units | \n", "... | \n", "design_tool | \n", "PI | \n", "date_created | \n", "group | \n", "institution | \n", "uploader | \n", "EC | \n", "EJ | \n", "qubit_frequency_GHz | \n", "anharmonicity_MHz | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
643 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "106.91739 | \n", "101.13161 | \n", "5.25204 | \n", "102.49025 | \n", "102.49025 | \n", "255.94708 | \n", "fF | \n", "... | \n", "qiskit-metal | \n", "Eli Levenson-Falk, PhD | \n", "2023-09-20-142547 | \n", "LFL | \n", "USC | \n", "Andre Kuo | \n", "0.179783 | \n", "12.278081 | \n", "4.013772 | \n", "-201.551532 | \n", "
1 rows Γ 21 columns
\n", "\n", " | renderer_options | \n", "setup | \n", "simulator | \n", "cavity_frequency_GHz | \n", "kappa_kHz | \n", "coupler_type | \n", "design_options | \n", "design_tool | \n", "resonator_type | \n", "PI | \n", "date_created | \n", "group | \n", "institution | \n", "misc | \n", "uploader | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1191 | \n", "None | \n", "{'basis_order': 1, 'max_delta_f': 0.05, 'max_p... | \n", "Ansys HFSS | \n", "6.948003 | \n", "122.218952 | \n", "CLT | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2024-07-24-230000 | \n", "LFL | \n", "USC | \n", "None | \n", "Ethan Zheng | \n", "
1192 | \n", "None | \n", "{'basis_order': 1, 'max_delta_f': 0.05, 'max_p... | \n", "Ansys HFSS | \n", "6.915761 | \n", "125.765213 | \n", "CLT | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2024-07-24-230000 | \n", "LFL | \n", "USC | \n", "None | \n", "Ethan Zheng | \n", "
1189 | \n", "None | \n", "{'basis_order': 1, 'max_delta_f': 0.05, 'max_p... | \n", "Ansys HFSS | \n", "7.013518 | \n", "127.327511 | \n", "CLT | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2024-07-24-230000 | \n", "LFL | \n", "USC | \n", "None | \n", "Ethan Zheng | \n", "
190 | \n", "None | \n", "{'basis_order': 1, 'max_delta_f': 0.05, 'max_p... | \n", "Ansys HFSS | \n", "6.371017 | \n", "121.824395 | \n", "CLT | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2023-11-30-214122 | \n", "LFL | \n", "USC | \n", "None | \n", "Andre Kuo | \n", "
1190 | \n", "None | \n", "{'basis_order': 1, 'max_delta_f': 0.05, 'max_p... | \n", "Ansys HFSS | \n", "6.980933 | \n", "129.751169 | \n", "CLT | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2024-07-24-230000 | \n", "LFL | \n", "USC | \n", "None | \n", "Ethan Zheng | \n", "
\n", " | renderer_options | \n", "setup | \n", "simulator | \n", "cavity_frequency_GHz | \n", "kappa_kHz | \n", "coupler_type | \n", "design_options | \n", "design_tool | \n", "resonator_type | \n", "PI | \n", "date_created | \n", "group | \n", "institution | \n", "misc | \n", "uploader | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1191 | \n", "None | \n", "{'basis_order': 1, 'max_delta_f': 0.05, 'max_p... | \n", "Ansys HFSS | \n", "6.948003 | \n", "122.218952 | \n", "CLT | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2024-07-24-230000 | \n", "LFL | \n", "USC | \n", "None | \n", "Ethan Zheng | \n", "
1192 | \n", "None | \n", "{'basis_order': 1, 'max_delta_f': 0.05, 'max_p... | \n", "Ansys HFSS | \n", "6.915761 | \n", "125.765213 | \n", "CLT | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2024-07-24-230000 | \n", "LFL | \n", "USC | \n", "None | \n", "Ethan Zheng | \n", "
1189 | \n", "None | \n", "{'basis_order': 1, 'max_delta_f': 0.05, 'max_p... | \n", "Ansys HFSS | \n", "7.013518 | \n", "127.327511 | \n", "CLT | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2024-07-24-230000 | \n", "LFL | \n", "USC | \n", "None | \n", "Ethan Zheng | \n", "
\n", " | index_qc | \n", "renderer_options_qubit | \n", "setup_qubit | \n", "simulator_qubit | \n", "claw_to_claw | \n", "claw_to_ground | \n", "cross_to_claw | \n", "cross_to_cross | \n", "cross_to_ground | \n", "ground_to_ground | \n", "... | \n", "design_options_cavity_claw | \n", "design_tool_cavity_claw | \n", "resonator_type | \n", "PI_cavity_claw | \n", "date_created_cavity_claw | \n", "group_cavity_claw | \n", "institution_cavity_claw | \n", "misc | \n", "uploader_cavity_claw | \n", "design_options | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "0 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "94.97421 | \n", "90.86585 | \n", "3.73363 | \n", "158.40783 | \n", "158.40783 | \n", "311.25590 | \n", "... | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2023-12-09-204334 | \n", "LFL | \n", "USC | \n", "None | \n", "Andre Kuo | \n", "{'cavity_claw_options': {'coupler_type': 'CLT'... | \n", "
1 | \n", "0 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "94.97421 | \n", "90.86585 | \n", "3.73363 | \n", "158.40783 | \n", "158.40783 | \n", "311.25590 | \n", "... | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2023-12-06-224829 | \n", "LFL | \n", "USC | \n", "None | \n", "Andre Kuo | \n", "{'cavity_claw_options': {'coupler_type': 'CLT'... | \n", "
2 | \n", "0 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "94.97421 | \n", "90.86585 | \n", "3.73363 | \n", "158.40783 | \n", "158.40783 | \n", "311.25590 | \n", "... | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2023-12-04-124953 | \n", "LFL | \n", "USC | \n", "None | \n", "Andre Kuo | \n", "{'cavity_claw_options': {'coupler_type': 'CLT'... | \n", "
3 | \n", "0 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "94.97421 | \n", "90.86585 | \n", "3.73363 | \n", "158.40783 | \n", "158.40783 | \n", "311.25590 | \n", "... | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2023-12-08-173545 | \n", "LFL | \n", "USC | \n", "None | \n", "Andre Kuo | \n", "{'cavity_claw_options': {'coupler_type': 'CLT'... | \n", "
4 | \n", "0 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "94.97421 | \n", "90.86585 | \n", "3.73363 | \n", "158.40783 | \n", "158.40783 | \n", "311.25590 | \n", "... | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2023-11-30-214122 | \n", "LFL | \n", "USC | \n", "None | \n", "Andre Kuo | \n", "{'cavity_claw_options': {'coupler_type': 'CLT'... | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
22191 | \n", "1642 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "183.80802 | \n", "168.04023 | \n", "15.11184 | \n", "214.45993 | \n", "214.45993 | \n", "454.60312 | \n", "... | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2024-01-25-214631 | \n", "LFL | \n", "USC | \n", "\n", " | Andre Kuo | \n", "{'cavity_claw_options': {'coupler_type': 'CLT'... | \n", "
22192 | \n", "1642 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "183.80802 | \n", "168.04023 | \n", "15.11184 | \n", "214.45993 | \n", "214.45993 | \n", "454.60312 | \n", "... | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2024-07-12-141659 | \n", "LFL | \n", "USC | \n", "None | \n", "Ethan Zheng | \n", "{'cavity_claw_options': {'coupler_type': 'CLT'... | \n", "
22193 | \n", "1642 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "183.80802 | \n", "168.04023 | \n", "15.11184 | \n", "214.45993 | \n", "214.45993 | \n", "454.60312 | \n", "... | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2024-07-24-230000 | \n", "LFL | \n", "USC | \n", "None | \n", "Ethan Zheng | \n", "{'cavity_claw_options': {'coupler_type': 'CLT'... | \n", "
22194 | \n", "1642 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "183.80802 | \n", "168.04023 | \n", "15.11184 | \n", "214.45993 | \n", "214.45993 | \n", "454.60312 | \n", "... | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2024-07-24-230000 | \n", "LFL | \n", "USC | \n", "None | \n", "Ethan Zheng | \n", "{'cavity_claw_options': {'coupler_type': 'CLT'... | \n", "
22195 | \n", "1642 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "183.80802 | \n", "168.04023 | \n", "15.11184 | \n", "214.45993 | \n", "214.45993 | \n", "454.60312 | \n", "... | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "qiskit-metal | \n", "quarter | \n", "Eli Levenson-Falk, PhD | \n", "2024-07-29-154147 | \n", "LFL | \n", "USC | \n", "None | \n", "Ethan Zheng | \n", "{'cavity_claw_options': {'coupler_type': 'CLT'... | \n", "
22196 rows Γ 36 columns
\n", "\n", " | index_qc | \n", "renderer_options_qubit | \n", "setup_qubit | \n", "simulator_qubit | \n", "claw_to_claw | \n", "claw_to_ground | \n", "cross_to_claw | \n", "cross_to_cross | \n", "cross_to_ground | \n", "ground_to_ground | \n", "... | \n", "group_cavity_claw | \n", "institution_cavity_claw | \n", "misc | \n", "uploader_cavity_claw | \n", "design_options | \n", "EC | \n", "EJ | \n", "qubit_frequency_GHz | \n", "anharmonicity_MHz | \n", "g_MHz | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
17659 | \n", "1441 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "113.99245 | \n", "107.65111 | \n", "5.75841 | \n", "112.70740 | \n", "112.70740 | \n", "274.49373 | \n", "... | \n", "LFL | \n", "USC | \n", "None | \n", "Andre Kuo | \n", "{'cavity_claw_options': {'coupler_type': 'CLT'... | \n", "0.163509 | \n", "12.278081 | \n", "3.836546 | \n", "-182.146843 | \n", "68.095121 | \n", "
3022 | \n", "812 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "105.76081 | \n", "99.80185 | \n", "5.38260 | \n", "100.41444 | \n", "100.41444 | \n", "251.82560 | \n", "... | \n", "LFL | \n", "USC | \n", "None | \n", "Andre Kuo | \n", "{'cavity_claw_options': {'coupler_type': 'CLT'... | \n", "0.183089 | \n", "12.278081 | \n", "4.048670 | \n", "-205.518797 | \n", "70.226899 | \n", "
12116 | \n", "1180 | \n", "{'Cj': 0, 'Lj': '10nH', '_Rj': 0, 'design_name... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "Ansys HFSS | \n", "109.80541 | \n", "103.57639 | \n", "5.68548 | \n", "105.83609 | \n", "105.83609 | \n", "261.84982 | \n", "... | \n", "LFL | \n", "USC | \n", "None | \n", "Andre Kuo | \n", "{'cavity_claw_options': {'coupler_type': 'CLT'... | \n", "0.173690 | \n", "12.278081 | \n", "3.948506 | \n", "-194.262295 | \n", "70.978895 | \n", "
3 rows Γ 41 columns
\n", "\n", " | coupler_type | \n", "design_options_qubit | \n", "design_options_cavity_claw | \n", "setup_qubit | \n", "setup_cavity_claw | \n", "design_options | \n", "
---|---|---|---|---|---|---|
0 | \n", "NCap | \n", "{'aedt_hfss_capacitance': 0, 'aedt_hfss_induct... | \n", "{'claw_opts': {'connection_pads': {'readout': ... | \n", "{'auto_increase_solution_order': True, 'enable... | \n", "{'basis_order': 1, 'max_delta_f': 0.05, 'max_p... | \n", "{'cavity_claw_options': {'coupler_type': 'NCap... | \n", "
Developed by Sadman Ahmed Shanto
\n", "This tutorial is written by Sadman Ahmed Shanto
\n", "© Copyright Sadman Ahmed Shanto & Eli Levenson-Falk 2023.
\n", "This code is licensed under the MIT License. You may
obtain a copy of this license in the LICENSE.txt file in the root directory
of this source tree.
Any modifications or derivative works of this code must retain this
copyright notice, and modified files need to carry a notice indicating
that they have been altered from the originals.