Author

Dylan Barcelos

Rockefeller University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:diffusion model· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Organism:human· 1 Organism:multiple species· 1

Frequent Co-Authors

Aakash DavasamiD· 1 shared Assaf AloniD· 1 shared Brandon Lam· 1 shared Chao YangiD· 1 shared Claire Bryant· 1 shared Fangyu LiuiD· 1 shared Guo Chen· 1 shared Jiankun LyuiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperPharmacology & Toxicology

Aakash DavasamORCID

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1 paper

Recent·Most cited

AlphaFold3 for Structure-guided Ligand Discovery

Kartikeya M. Menon, Aakash Davasam, Guo Chen, Claire Bryant, Zifang Deng, Brandon Lam, Chao Yang, Dylan Barcelos, Fangyu Liu, Assaf Alon, Jiankun Lyu

Retrospective and prospective benchmarks show AlphaFold3 co-folding memorizes training poses and achieves half the prospective hit rate of DOCK3 at 6,700-fold higher cost, but excels as a post-docking filter.

bioRxiv · Jun 12, 2026 · PreprintPharmacology & Toxicology✦ In-depth digest