Author

Frances Arnold

California Institute of Technology

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:diffusion model· 1 Research Focus:protein design· 1 Assay:protein structure· 1

Frequent Co-Authors

Amy X. LuiD· 1 shared Jason YangiD· 1 shared Kevin YangiD· 1 shared Kyunghyun ChoiD· 1 shared Nathan C. FreyiD· 1 shared Pieter AbbeeliD· 1 shared Richard BonneauiD· 1 shared Sarah A. RobinsoniD· 1 shared

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2024-2024 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Amy X. LuORCID

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1 paper

Recent·Most cited

Controllable All-Atom Protein Generation with Latent Diffusion

Amy X. Lu, Jason Yang, Yueming Long, Theophile Lambert, Wilson Yan, Sarah A. Robinson, Kevin Yang, Vladimir Gligorijević, Kyunghyun Cho, Richard Bonneau, Nathan C. Frey, Frances Arnold, Pieter Abbeel

PLAID generates controllable all-atom protein structures from sequences using a diffusion model trained on sequence data, enabling functional control through Gene Ontology and organism keywords.

bioRxiv · Dec 2, 2024 · PreprintBioinformatics