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AlphaFlow

  • Description

    AlphaFlow is a modified version of AlphaFold, fine-tuned with a flow matching objective, designed for generative modeling of protein conformational ensembles.

  • Usage

    To list all executables provided by AlphaFlow, run: $ sbgrid-list alphaflow Copy to clipboard

  • Usage Notes

    SBGrid curated AlphaFlow provides the callable program:

    python.alphaflow

  • Installation

    Use the following command to install this title with the CLI client: $ sbgrid-cli install alphaflow Copy to clipboard Available operating systems: Linux 64

  • Primary Citation*

    B. Jing, B. Berger, and &. T. Jaakkola. 2024. AlphaFold Meets Flow Matching for Generating Protein Ensembles: Proceedings of the 41st International Conference on Machine Learning. Proceedings of Machine Learning Research. 235: 22277-22303.


    • *Full citation information available through

  • Citation Note

    Please cite the preprint:


    https://arxiv.org/abs/2402.04845

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