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walshpulseseq

Generates Pulse Sequences using Walsh Functions for selective interactions among qubits whose dynamics is modeled by the XY Hamiltonian.

https://github.com/jessicajohnbritto/walshpulseseq

Science Score: 44.0%

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Keywords

computational-physics dynamical-decoupling many-body-physics python3 quantum-error-mitigation quantum-information quantum-many-body-physics walsh-functions walsh-pulse-sequence
Last synced: 6 months ago · JSON representation ·

Repository

Generates Pulse Sequences using Walsh Functions for selective interactions among qubits whose dynamics is modeled by the XY Hamiltonian.

Basic Info
Statistics
  • Stars: 5
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 1
Topics
computational-physics dynamical-decoupling many-body-physics python3 quantum-error-mitigation quantum-information quantum-many-body-physics walsh-functions walsh-pulse-sequence
Created over 1 year ago · Last pushed over 1 year ago
Metadata Files
Readme License Citation

README.md

Walsh Pulse Sequence [WPS] Protocol

This is developed as part of my 2024 summer internship at LPMMC, UGA-CNRS, Grenoble, France in Prof. Benoît Vermersch's research group.

WPSProtocol (WPS == Walsh Pulse Sequence) makes use of Walsh Functions to generate Pulse Sequences for selective interactions among qubits based on the underlying XY Hamiltonian.

WPSProtocol contains codes for implementing the protocol described in this paper Votto, M., Zeiher, J., & Vermersch, B. (2023). Robust universal quantum processors in spin systems via Walsh pulse sequences. arXiv preprint arXiv:2311.10600.

Theory

The theory behind this protocol can be found at WalshPulseSeqProtocol:A python package for Dynamical Decoupling of Spin Systems using Walsh Functions.

Installation

Create a virtual environment

bash conda create -n <virtual_env name>

Installing the package bash python -m pip install WPSProtocol

Run Locally

Make sure to create a virtual environment. To create a conda environment, using the following command. bash conda create -n <virtual_env name> Clone the project - Using https

bash git clone https://github.com/JessicaJohnBritto/WalshPulseSeq.git - Using ssh

bash git clone git@github.com:JessicaJohnBritto/WalshPulseSeq.git

Contributing

Follow the steps given in Run Locally.

By following the command below, you will be in the development mode.

Note: Be inside the directory where pyproject.toml is before running the following command. For eg - here WalshPulseSeq is the directory, therefore, the path variable should be ../WalshPulseSeq. bash python -m pip install -e .

To install the package using git, use the following command.

```bash python -m pip install git+https://github.com/JessicaJohnBritto/WalshPulseSeq.git#egg=WPSProtocol

```

Owner

  • Name: Jessica John Britto
  • Login: JessicaJohnBritto
  • Kind: user
  • Location: Bangalore, Karnataka, India

Undergraduate student in Physics at IIT Kharagpur. Interested in Quantum Computing and Optics.

Citation (CITATION.cff) 

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: WalshPulseSeq
message: >-
  If you use this software or any part of code, please cite
  it using the metadata from this file.
type: software
authors:
  - name-particle: Jessica
    family-names: John Britto
    email: jessjohnbritto@gmail.com
    affiliation: 'Indian Institute of Technology, Kharagpur'
    orcid: 'https://orcid.org/0009-0008-0140-9306'
repository-code: 'https://github.com/JessicaJohnBritto/WalshPulseSeq'
abstract: >+
  This software is developed based on Votto, M., Zeiher, J.,
  & Vermersch, B. (2023). Robust universal quantum
  processors in spin systems via Walsh pulse sequences.
  arXiv preprint arXiv:2311.10600. The aim to develop tools
  to simulate the Dynamical Decoupling protocol for Spin
  Systems using Walsh Functions. Tutorial notebooks on how
  to use this software are provided with relevant examples
  and explanations. 

keywords:
  - Walsh Functions
  - Quantum Many Body Theory
  - Dynamical Decoupling
  - Hamiltonian Engineering
  - Quantum Information Science
license: Apache-2.0

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Dependencies

WalshPulseSeq.egg-info/requires.txt pypi
  • matplotlib ==3.5.2
  • numpy ==2.0.0
  • scikit_learn ==1.5.1
  • scipy ==1.8.0
  • setuptools ==56.0.0
requirements_conda.txt pypi
  • anyio =4.2.0=py38haa95532_0
  • argon2-cffi =21.3.0=pyhd3eb1b0_0
  • argon2-cffi-bindings =21.2.0=py38h2bbff1b_0
  • asttokens =2.0.5=pyhd3eb1b0_0
  • async-lru =2.0.4=py38haa95532_0
  • attrs =23.1.0=py38haa95532_0
  • babel =2.11.0=py38haa95532_0
  • backcall =0.2.0=pyhd3eb1b0_0
  • beautifulsoup4 =4.12.3=py38haa95532_0
  • blas =1.0=mkl
  • bleach =4.1.0=pyhd3eb1b0_0
  • brotli =1.0.9=h2bbff1b_8
  • brotli-bin =1.0.9=h2bbff1b_8
  • brotli-python =1.0.9=py38hd77b12b_8
  • bzip2 =1.0.8=h2bbff1b_6
  • ca-certificates =2024.3.11=haa95532_0
  • certifi =2024.6.2=py38haa95532_0
  • cffi =1.16.0=py38h2bbff1b_1
  • charset-normalizer =2.0.4=pyhd3eb1b0_0
  • colorama =0.4.6=py38haa95532_0
  • comm =0.2.1=py38haa95532_0
  • contourpy =1.0.5=py38h59b6b97_0
  • cycler =0.11.0=pyhd3eb1b0_0
  • debugpy =1.6.7=py38hd77b12b_0
  • decorator =5.1.1=pyhd3eb1b0_0
  • defusedxml =0.7.1=pyhd3eb1b0_0
  • exceptiongroup =1.2.0=py38haa95532_0
  • executing =0.8.3=pyhd3eb1b0_0
  • expat =2.6.2=hd77b12b_0
  • fonttools =4.51.0=py38h2bbff1b_0
  • freetype =2.12.1=ha860e81_0
  • icc_rt =2022.1.0=h6049295_2
  • icu =73.1=h6c2663c_0
  • idna =3.7=py38haa95532_0
  • importlib-metadata =7.0.1=py38haa95532_0
  • importlib_metadata =7.0.1=hd3eb1b0_0
  • importlib_resources =6.1.1=py38haa95532_1
  • intel-openmp =2023.1.0=h59b6b97_46320
  • ipykernel =6.28.0=py38haa95532_0
  • ipython =8.12.2=py38haa95532_0
  • ipywidgets =8.1.2=py38haa95532_0
  • jedi =0.18.1=py38haa95532_1
  • jinja2 =3.1.4=py38haa95532_0
  • jpeg =9e=h2bbff1b_1
  • json5 =0.9.6=pyhd3eb1b0_0
  • jsonschema =4.19.2=py38haa95532_0
  • jsonschema-specifications =2023.7.1=py38haa95532_0
  • jupyter =1.0.0=py38haa95532_9
  • jupyter-lsp =2.2.0=py38haa95532_0
  • jupyter_client =8.6.0=py38haa95532_0
  • jupyter_console =6.6.3=py38haa95532_0
  • jupyter_core =5.7.2=py38haa95532_0
  • jupyter_events =0.10.0=py38haa95532_0
  • jupyter_server =2.14.1=py38haa95532_0
  • jupyter_server_terminals =0.4.4=py38haa95532_1
  • jupyterlab =4.0.11=py38haa95532_0
  • jupyterlab_pygments =0.1.2=py_0
  • jupyterlab_server =2.25.1=py38haa95532_0
  • jupyterlab_widgets =3.0.10=py38haa95532_0
  • kiwisolver =1.4.4=py38hd77b12b_0
  • krb5 =1.20.1=h5b6d351_0
  • libbrotlicommon =1.0.9=h2bbff1b_8
  • libbrotlidec =1.0.9=h2bbff1b_8
  • libbrotlienc =1.0.9=h2bbff1b_8
  • libclang =14.0.6=default_hb5a9fac_1
  • libclang13 =14.0.6=default_h8e68704_1
  • libffi =3.4.4=hd77b12b_1
  • libpng =1.6.39=h8cc25b3_0
  • libpq =12.17=h906ac69_0
  • libsodium =1.0.18=h62dcd97_0
  • lz4-c =1.9.4=h2bbff1b_1
  • markupsafe =2.1.3=py38h2bbff1b_0
  • matplotlib =3.2.2=0
  • matplotlib-base =3.2.2=py38h64f37c6_0
  • matplotlib-inline =0.1.6=py38haa95532_0
  • mistune =2.0.4=py38haa95532_0
  • mkl =2023.1.0=h6b88ed4_46358
  • mkl-service =2.4.0=py38h2bbff1b_1
  • mkl_fft =1.3.8=py38h2bbff1b_0
  • mkl_random =1.2.4=py38h59b6b97_0
  • nbclient =0.8.0=py38haa95532_0
  • nbconvert =7.10.0=py38haa95532_0
  • nbformat =5.9.2=py38haa95532_0
  • nest-asyncio =1.6.0=py38haa95532_0
  • notebook =7.0.8=py38haa95532_0
  • notebook-shim =0.2.3=py38haa95532_0
  • numpy =1.24.3=py38h79a8e48_1
  • numpy-base =1.24.3=py38h8a87ada_1
  • openssl =3.0.14=h827c3e9_0
  • overrides =7.4.0=py38haa95532_0
  • packaging =24.1=py38haa95532_0
  • pandocfilters =1.5.0=pyhd3eb1b0_0
  • parso =0.8.3=pyhd3eb1b0_0
  • pickleshare =0.7.5=pyhd3eb1b0_1003
  • pip =24.0=py38haa95532_0
  • pkgutil-resolve-name =1.3.10=py38haa95532_1
  • platformdirs =3.10.0=py38haa95532_0
  • ply =3.11=py38_0
  • pooch =1.7.0=py38haa95532_0
  • prometheus_client =0.14.1=py38haa95532_0
  • prompt-toolkit =3.0.43=py38haa95532_0
  • prompt_toolkit =3.0.43=hd3eb1b0_0
  • psutil =5.9.0=py38h2bbff1b_0
  • pure_eval =0.2.2=pyhd3eb1b0_0
  • pybind11-abi =5=hd3eb1b0_0
  • pycparser =2.21=pyhd3eb1b0_0
  • pygments =2.15.1=py38haa95532_1
  • pyparsing =3.0.9=py38haa95532_0
  • pyqt =5.15.10=py38hd77b12b_0
  • pyqt5-sip =12.13.0=py38h2bbff1b_0
  • pysocks =1.7.1=py38haa95532_0
  • python =3.8.19=h1aa4202_0
  • python-dateutil =2.9.0post0=py38haa95532_2
  • python-fastjsonschema =2.16.2=py38haa95532_0
  • python-json-logger =2.0.7=py38haa95532_0
  • pytz =2024.1=py38haa95532_0
  • pywin32 =305=py38h2bbff1b_0
  • pywinpty =2.0.10=py38h5da7b33_0
  • pyyaml =6.0.1=py38h2bbff1b_0
  • pyzmq =25.1.2=py38hd77b12b_0
  • qt-main =5.15.2=h19c9488_10
  • qtconsole =5.5.1=py38haa95532_0
  • qtpy =2.4.1=py38haa95532_0
  • referencing =0.30.2=py38haa95532_0
  • requests =2.32.2=py38haa95532_0
  • rfc3339-validator =0.1.4=py38haa95532_0
  • rfc3986-validator =0.1.1=py38haa95532_0
  • rpds-py =0.10.6=py38h062c2fa_0
  • scipy =1.10.1=py38hdcfc7df_1
  • send2trash =1.8.2=py38haa95532_0
  • setuptools =69.5.1=py38haa95532_0
  • sip =6.7.12=py38hd77b12b_0
  • six =1.16.0=pyhd3eb1b0_1
  • sniffio =1.3.0=py38haa95532_0
  • soupsieve =2.5=py38haa95532_0
  • sqlite =3.45.3=h2bbff1b_0
  • stack_data =0.2.0=pyhd3eb1b0_0
  • tbb =2021.8.0=h59b6b97_0
  • terminado =0.17.1=py38haa95532_0
  • tinycss2 =1.2.1=py38haa95532_0
  • tk =8.6.14=h0416ee5_0
  • tomli =2.0.1=py38haa95532_0
  • tornado =6.4.1=py38h827c3e9_0
  • traitlets =5.14.3=py38haa95532_0
  • typing-extensions =4.11.0=py38haa95532_0
  • typing_extensions =4.11.0=py38haa95532_0
  • tzdata =2024a=h04d1e81_0
  • unicodedata2 =15.1.0=py38h2bbff1b_0
  • urllib3 =2.2.2=py38haa95532_0
  • vc =14.2=h2eaa2aa_4
  • vs2015_runtime =14.29.30133=h43f2093_4
  • wcwidth =0.2.5=pyhd3eb1b0_0
  • webencodings =0.5.1=py38_1
  • websocket-client =1.8.0=py38haa95532_0
  • wheel =0.43.0=py38haa95532_0
  • widgetsnbextension =4.0.10=py38haa95532_0
  • win_inet_pton =1.1.0=py38haa95532_0
  • winpty =0.4.3=4
  • xz =5.4.6=h8cc25b3_1
  • yaml =0.2.5=he774522_0
  • zeromq =4.3.5=hd77b12b_0
  • zipp =3.17.0=py38haa95532_0
  • zlib =1.2.13=h8cc25b3_1
  • zstd =1.5.5=hd43e919_2
requirements_for_pip.txt pypi
  • Babel ==2.11.0
  • Brotli ==1.0.9
  • Jinja2 ==3.1.4
  • MarkupSafe ==2.1.3
  • PyQt5 ==5.15.10
  • PyQt5-sip ==12.13.0
  • PySocks ==1.7.1
  • PyYAML ==6.0.1
  • Pygments ==2.15.1
  • QtPy ==2.4.1
  • Send2Trash ==1.8.2
  • anyio ==4.2.0
  • argon2-cffi ==21.3.0
  • argon2-cffi-bindings ==21.2.0
  • asttokens ==2.0.5
  • async-lru ==2.0.4
  • attrs ==23.1.0
  • backcall ==0.2.0
  • beautifulsoup4 ==4.12.3
  • bleach ==4.1.0
  • certifi ==2024.6.2
  • cffi ==1.16.0
  • charset-normalizer ==2.0.4
  • colorama ==0.4.6
  • comm ==0.2.1
  • contourpy ==1.0.5
  • cycler ==0.11.0
  • debugpy ==1.6.7
  • decorator ==5.1.1
  • defusedxml ==0.7.1
  • exceptiongroup ==1.2.0
  • executing ==0.8.3
  • fastjsonschema ==2.16.2
  • fonttools ==4.51.0
  • idna ==3.7
  • importlib-metadata ==7.0.1
  • importlib-resources ==6.1.1
  • ipykernel ==6.28.0
  • ipython ==8.12.2
  • ipywidgets ==8.1.2
  • jedi ==0.18.1
  • json5 ==0.9.6
  • jsonschema ==4.19.2
  • jsonschema-specifications ==2023.7.1
  • jupyter ==1.0.0
  • jupyter-console ==6.6.3
  • jupyter-events ==0.10.0
  • jupyter-lsp ==2.2.0
  • jupyter_client ==8.6.0
  • jupyter_core ==5.7.2
  • jupyter_server ==2.14.1
  • jupyter_server_terminals ==0.4.4
  • jupyterlab ==4.0.11
  • jupyterlab-pygments ==0.1.2
  • jupyterlab-widgets ==3.0.10
  • jupyterlab_server ==2.25.1
  • kiwisolver ==1.4.4
  • matplotlib ==3.2.2
  • matplotlib-inline ==0.1.6
  • mistune ==2.0.4
  • mkl-fft ==1.3.8
  • mkl-random ==1.2.4
  • mkl-service ==2.4.0
  • nbclient ==0.8.0
  • nbconvert ==7.10.0
  • nbformat ==5.9.2
  • nest-asyncio ==1.6.0
  • notebook ==7.0.8
  • notebook_shim ==0.2.3
  • numpy ==1.24.3
  • overrides ==7.4.0
  • packaging ==24.1
  • pandocfilters ==1.5.0
  • parso ==0.8.3
  • pickleshare ==0.7.5
  • pip ==24.0
  • pkgutil_resolve_name ==1.3.10
  • platformdirs ==3.10.0
  • ply ==3.11
  • pooch ==1.7.0
  • prometheus-client ==0.14.1
  • prompt-toolkit ==3.0.43
  • psutil ==5.9.0
  • pure-eval ==0.2.2
  • pycparser ==2.21
  • pyparsing ==3.0.9
  • python-dateutil ==2.9.0.post0
  • python-json-logger ==2.0.7
  • pytz ==2024.1
  • pywin32 ==305.1
  • pywinpty ==2.0.10
  • pyzmq ==25.1.2
  • qtconsole ==5.5.1
  • referencing ==0.30.2
  • requests ==2.32.2
  • rfc3339-validator ==0.1.4
  • rfc3986-validator ==0.1.1
  • rpds-py ==0.10.6
  • scipy ==1.10.1
  • setuptools ==69.5.1
  • sip ==6.7.12
  • six ==1.16.0
  • sniffio ==1.3.0
  • soupsieve ==2.5
  • stack-data ==0.2.0
  • terminado ==0.17.1
  • tinycss2 ==1.2.1
  • tomli ==2.0.1
  • tornado ==6.4.1
  • traitlets ==5.14.3
  • typing_extensions ==4.11.0
  • unicodedata2 ==15.1.0
  • urllib3 ==2.2.2
  • wcwidth ==0.2.5
  • webencodings ==0.5.1
  • websocket-client ==1.8.0
  • wheel ==0.43.0
  • widgetsnbextension ==4.0.10
  • win-inet-pton ==1.1.0
  • zipp ==3.17.0
setup.py pypi