Author

Lawson J. Woods

Translational Genomics Research InstituteORCID 0009-0003-0713-4167Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Immunology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Research Focus:protein structure prediction· 1 Assay:proteomics· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

John A. AltiniD· 2 shared Antoine Goursaud· 1 shared Aurélien PélissieriD· 1 shared Binbin CheniD· 1 shared Bjoern PetersiD· 1 shared Brandon Neff· 1 shared Brian G. PierceiD· 1 shared Chengkai Xiao· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersImmunology

John A. AltinORCID

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2 papers

Recent·Most cited

ImmunologyScience AdvancesPeer-reviewedOct 30, 2026

General prediction of T cell receptor antigen specificity from sequence using AlphaFold 3

Lawson Woods, Brandon Neff, Kamel Lahouel…·John A. Altin

This paper uses AlphaFold 3 to predict T cell receptor antigen specificity from sequence, achieving high accuracy on unseen epitopes.

2 citations

humanproteomics

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BioinformaticsbioRxivPreprintApr 1, 2026

IMMREP25: Unseen Peptides

Eve Richardson, Yannick Jurriaan Maria Aarts, John A. Altin…·Bjoern Peters

IMMREP25 evaluates TCR:pMHC binding prediction for unseen peptides, showing improved performance with structural modeling but still below random guessing.

12 citations

statistical modelbenchmarking

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