jaxfss 0.1.0

JAX/Flax implementation of finite-size scaling

jaxfss

JAX/Flax implementation of finite-size scaling analysis

Installation

jaxfss can be installed with pip with the following command:

pip install jaxfss

Quickstart

Check out the documentation!!

Other packages

• Finite-size scaling package by Gaussian process with C++

  https://kenjiharada.github.io/BSA/

• Finite-size scaling package by neural network and Gaussian process with Python (PyTorch)

  https://github.com/KenjiHarada/FSS-tools

Citation

Please cite this paper when you use this package for your research!!

• [Full paper] Ryosuke Yoneda and Kenji Harada, Neural Network Approach to Scaling Analysis of Critical Phenomena, arXiv: 2209.01777.

  @article{yoneda2022neural,
      title={Neural Network Approach to Scaling Analysis of Critical Phenomena},
      author={Yoneda, Ryosuke and Harada, Kenji},
      url={https://arxiv.org/abs/2209.01777},
      journal={arXiv preprint arXiv:2209.01777},
      year={2022}
  }
  

• [Conference paper] Currently preparing!!