Author

Vanessa Lopez Garcia

IBM (Ireland)

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Biochemistry· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Gavin P. DaveyiD· 1 shared Joao H. Bettencourt‐SilvaiD· 1 shared Manuel Sokolov Ravasqueira· 1 shared Natasha MulliganiD· 1 shared Raúl Fernández-DíaziD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBiochemistry

Gavin P. DaveyORCID

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1 paper

Recent·Most cited

Chemical foundation models reveal molecular principles underlying glycobiology

Manuel Sokolov Ravasqueira, Joao H. Bettencourt‐Silva, Vanessa Lopez Garcia, Raúl Fernández-Díaz, Natasha Mulligan, Gavin P. Davey

This study shows that chemical foundation models can capture glycobiology principles, including immunogenicity and protein-glycan interactions, by fine-tuning atom-level representations from general chemistry.

bioRxiv · Oct 14, 2026 · PreprintBiochemistry