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qflux is a package for running quantum dynamics calculations on quantum devices.

Project description

License: GNU AGPL v3 Static Badge

QFlux - A Quantum Computer Dynamics Package

This repository contains various protocols for performing quantum dynamics simulations with quantum devices. Each submodule contains object implementations for these protocols as demonstrated in a publication, as well as comprehensive tutorial notebooks designed to help users understand, implement and build upon various simulation techniques for studying quantum dynamics using quantum computer frameworks. Each tutorial is provided in Python, using Jupyter Notebooks to offer detailed explanations in both markdown and code comments.

Table of Contents

  1. Getting Started
  2. Contribution Guidelines
  3. Citation
  4. License
  5. Acknowledgements

Getting Started

qflux can be installed via pip:

pip install qflux

To get started, one can simply select a notebook and execute them locally or in google collab. Necessary dependencies will be installed using pip.

If using uv through the commandline, use the following syntax to create and activate a virtual environment:

uv venv
source .venv/bin/activate

The necessary packages, including development, can be installed as follows:

uv pip install -e ".[dev]"

Documentation

Documentation for QFlux, illustrating its features and representative examples, is available at the following page:

https://qflux.batistalab.com/

Notebooks For Tutorial Manuscript

Open In Colab | Part I - Closed Quantum Dynamics and Simulation Protocols

Open In Colab | Part II - Open Quantum Dynamics

Open In Colab | Part III - Variational Quantum Dynamics

Open In Colab | Part IV - Generalized Quantum Master Equation Dynamics

Contribution Guidelines

To contribute to the repository, follow the procedure outlined in the Contribution Guidelines markdown file.

Additional Repositories

This section includes additional repositories with functionality that has been integrated within QFlux.

Static Badge | Spin Chain Tutorial Repository

Static Badge | QMAD Repository

Static Badge | GQME Tutorial Repository

Citation

Please cite the preprints of our work when using this code until the journal version becomes available.

Licensing

Each notebook or repository might have its own licensing. Please refer to the individual README files and notebooks within each directory for specific licensing information.

Acknowledgement

We acknowledge the financial support of the National Science Foundation under award number 2124511, CCI Phase I: NSF Center for Quantum Dynamics on Modular Quantum Devices (CQD-MQD).

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