qurrium 0.8.1

Qurry 🍛 - The Measuring Tool for Renyi Entropy, Loschmidt Echo, and Magnetization Squared, The Library of Some Common Cases

Qurry 🍛 - The Quantum Experiment Manager for Qiskit and The Measuring Tool for Renyi Entropy, Wave Function Overlap, and More

This is a tool to measure the Renyi entropy, Wave Function Overlap, and Magnetization Squared of given wave function. Running on IBM Qiskit with the function from constructing experiment object to pending the jobs to IBMQ automatically.

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Acknowledgments

It's a great thanks for National Chengchi University, NSTC-Quantum Virtual Machine project, and National Center for Theoretical Sciences, Physics Division located National Taiwan University, which funded the development of this tool during the author @harui2019 worked at this institution as Research Assistiant, and i also a great thanks for IBM Quantum Hub at National Taiwan University providing the access right of IBM Quantum, let us can fully test this tool and execute our experiments.

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Install

By PyPI - Stable Release

• Would show up in pip list as qurrium-x.y.z
• This may not be the latest version and update frequently, but it's stable.

pip install qurrium

By TestPyPI - Nightly Release

• Would show up in pip list as qurry-x.y.z.devW
• This will include some new features and bug fixes, but it may not be stable.

pip install qiskit tqdm requests
# the installation from testPyPI can' t find these dependencies
pip install -i https://test.pypi.org/simple/ qurry

Maually by Git

This method is installed from source, since we use Cython and Rust, it will require "C complier" and "Rust complier" which you need to install them first.

You can install rust quickly by the following command:

curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh

Then, you can install qurry by the following command:

git clone https://github.com/harui2019/qurry-preview.git --recursive
cd qurry
pip install -e .

Test Installation

We use pytest for testing, you can run the following command to test:

pytest

After you finish the installation and want to comfirm the installation.

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Citation

If you use this tool in your research, please cite the following paper in the file CITATION.bib:

@misc{chang2024probingentanglementdynamicstopological,
  title         = {Probing entanglement dynamics and topological transitions on noisy intermediate-scale quantum computers},
  author        = {Huai-Chun Chang and Hsiu-Chuan Hsu and Yu-Cheng Lin},
  year          = {2024},
  eprint        = {2406.10159},
  archiveprefix = {arXiv},
  primaryclass  = {quant-ph},
  url           = {https://arxiv.org/abs/2406.10159}
}

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Environment

We currently SUPPORT qiskit 0.46.0+ and qiskit 1.0.0+, other lower version is no longer available.

• Ubuntu 18.04+ LTS (All ManyLinux 2014 compatible distro)

  • on x86_64 (recommended)
  • on x86_64 Windows 10/11 WSL2 (recommended)
  • on aarch64
  • We strongly recommend to use Linux based system, due to Python multiprocessing may exist some unknown issue on Windows and the GPU acceleration of Qiskit, qiskit-aer-gpu only works with Nvidia CUDA on Linux.

• Windows 10/11

  • on x86_64

• MacOS 11+

  • on aarch64 (Apple Silicon, M1/M2/M3/M4 chips)
  • on x86_64 (Intel chips)

• with required modules:

  • qiskit, tqdm, requests

• with optional modules:

  • qiskit-aer: The complete simulator package of qiskit
  • qiskit-aer-gpu: The gpu acceleration of qiskit-aer when use Linux and Nvidia GPU
    • qiskit-aer-gpu-cu11: Extra package for CUDA 11
  • qiskit-ibm-runtime: When use IBM Quantum Device
  • qiskit-ibm-provider: When use IBM Quantum Device, but it will be deprecated soon.
  • qiskit-ibmq-provider: When use IBM Quantum Device, which has been deprecated.

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Measurement

qurrent - The Renyi Entropy Measurement

The main function to measure the entropy. The following is the methods used to measure.

• Hadamard Test

  • Used in: Entanglement spectroscopy on a quantum computer - Sonika Johri, Damian S. Steiger, and Matthias Troyer, PhysRevB.96.195136

• Haar Randomized Measure

  • From: Statistical correlations between locally randomized measurements: A toolbox for probing entanglement in many-body quantum states - A. Elben, B. Vermersch, C. F. Roos, and P. Zoller, PhysRevA.99.052323

qurrech - The Wave Function Overlap Measurement

It's similar to qurrent.

• Hadamard Test

  • Used in: Entanglement spectroscopy on a quantum computer - Sonika Johri, Damian S. Steiger, and Matthias Troyer, PhysRevB.96.195136

• Haar Randomized Measure

  • From: Statistical correlations between locally randomized measurements: A toolbox for probing entanglement in many-body quantum states - A. Elben, B. Vermersch, C. F. Roos, and P. Zoller, PhysRevA.99.052323

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