Molecular render representing AlphaFlow

AlphaFlow

Generative conformational ensembles from sequence or structure

AlphaFlow frames structure prediction as a generative flow-matching process, producing diverse conformational ensembles rather than single structures. Starting from sequences or input backbones, it samples alternative states such as apo and holo forms. Useful for studying conformational change and seeding ensemble-based design.

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At a glance

Input
Sequence or structure (FASTA, PDB)
Output
Conformational ensemble (PDB)
Developed by
MIT
Published
Jing et al., 2024 · 2024
#ensembles#generative#flow-matching