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Citation & Origins¤

Origins¤

flowMC was originally developed as kazewong/flowMC by Kaze W. K. Wong and others. The original repository is no longer actively maintained; this fork is the active continuation of the project.

Citation¤

If you use flowMC in your research, please cite the following papers:

@article{Wong:2022xvh,
    author = "Wong, Kaze W. k. and Gabri\'e, Marylou and Foreman-Mackey, Daniel",
    title = "{flowMC: Normalizing flow enhanced sampling package for probabilistic inference in JAX}",
    eprint = "2211.06397",
    archivePrefix = "arXiv",
    primaryClass = "astro-ph.IM",
    doi = "10.21105/joss.05021",
    journal = "J. Open Source Softw.",
    volume = "8",
    number = "83",
    pages = "5021",
    year = "2023"
}

@article{Gabrie:2021tlu,
    author = "Gabri\'e, Marylou and Rotskoff, Grant M. and Vanden-Eijnden, Eric",
    title = "{Adaptive Monte Carlo augmented with normalizing flows}",
    eprint = "2105.12603",
    archivePrefix = "arXiv",
    primaryClass = "physics.data-an",
    doi = "10.1073/pnas.2109420119",
    journal = "Proc. Nat. Acad. Sci.",
    volume = "119",
    number = "10",
    pages = "e2109420119",
    year = "2022"
}