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DRGN-AI

  • Description

    a neural network-based algorithm for ab initio heterogeneous cryo-EM reconstruction.

  • Usage

    To list all executables provided by DRGN-AI, run: $ sbgrid-list drgnai Copy to clipboard

  • Installation

    Use the following command to install this title with the CLI client: $ sbgrid-cli install drgnai Copy to clipboard Available operating systems: Linux 64, OS X INTEL

  • Primary Citation*

    A. Levy, M. Grzadkowski, F. Poitevin, F. Vallese, O. B. Clarke, G. Wetzstein, , and E. D. Zhong. 2024. Revealing biomolecular structure and motion with neural ab initio cryo-EM reconstruction. BioRXiv.


    • *Full citation information available through

  • Webinars

    CryoDRGN-AI: Neural ab initio reconstruction of challenging cryo-EM and cryo-ET datasets

    SBGrid webinars are hosted with partial support from the NIH R25 Continuing Education for Structural Biology Mentors #GM151273, in collaboration with Co-PI Jamaine Davis of Belmont University.

    Topic:
    CryoDRGN-AI: Neural ab initio reconstruction of challenging cryo-EM and cryo-ET datasets

    Presenter: Ellen Zhong, Assistant Professor, Department of Computer Science, Princeton University

    Host: Pete Meyer
    Recorded on May 20, 2025

    For more information on CryoDRGN:
    https://sbgrid.org/software/titles/cryodrgn
    https://cryodrgn.cs.princeton.edu/

  • Keywords

    Electron Microscopy, Machine Learning

  • Default Versions

    Linux 64:  0.3.1 (6.0 GB)
    OS X INTEL:  1.0.0 (2.0 GB)

  • Other Versions

      Linux 64:

      1.0.0 (6.7 GB)

    • OS X INTEL:

  • Developers

    Ellen Zhong, Axel Levy

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