Author

Víctor García Satorras

Microsoft Research (United Kingdom)

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Molecular Biology· 1

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Approach:deep learning· 1 Approach:diffusion model· 1 Organism:multiple species· 1 Assay:protein sequence· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1 Research Focus:sequence-to-function modeling· 1 Approach:simulation· 1

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Adam FosteriD· 1 shared Andrew M. CampbelliD· 1 shared Andrew Y. K. Foong· 1 shared Arne SchneuingiD· 1 shared Bastiaan S. Veeling· 1 shared Cecilia ClementiiD· 1 shared Federico Barbero· 1 shared Frank NoéiD· 1 shared

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1 paper

Recent·Most cited

Scalable emulation of protein equilibrium ensembles with generative deep learning

Sarah Lewis, Tim Hempel, José Jiménez-Luna, Michael Gastegger, Yu Xie, Andrew Y. K. Foong, Víctor García Satorras, Osama Abdin, Bastiaan S. Veeling, Iryna Zaporozhets, Yaoyi Chen, Soojung Yang, Adam Foster, Arne Schneuing, Jigyasa Nigam, , Frank Noé

BioEmu, a diffusion model trained on structures, molecular dynamics trajectories, and stability assays, samples protein equilibrium ensembles and folding free energies within ~1 kcal/mol in GPU-hours.

Science · Jul 10, 2025Peer-reviewedMolecular Biology✦ In-depth digest