Author

Gavin P. Davey

Trinity College DublinORCID 0000-0002-8667-8781Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biochemistry· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Organism:human· 1

Frequent Co-Authors

Estelle JuèreiD· 1 shared Gavin M. DavisiD· 1 shared Jerrard M. HayesiD· 1 shared Joao H. Bettencourt‐SilvaiD· 1 shared Manuel Sokolov Ravasqueira· 1 shared Natasha MulliganiD· 1 shared Raúl Fernández-DíaziD· 1 shared Vanessa Lopez Garcia· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 13 mutual co-author links

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1 shared paperNeuroscience

Estelle JuèreORCID

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2 papers

Recent·Most cited

BiochemistrybioRxivPreprintOct 14, 2026

Chemical foundation models reveal molecular principles underlying glycobiology

Manuel Sokolov Ravasqueira, Joao H. Bettencourt‐Silva, Vanessa Lopez Garcia…·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.

DOI 10.64898/2026.10.13.758502

deep learningstatistical model

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NeurosciencebioRxivPreprintOct 13, 2022

Mitochondrial complex I controls blood brain barrier permeability

Gavin M. Davis, Estelle Juère, Jerrard M. Hayes, Gavin P. Davey

This study shows that mitochondrial complex I regulates blood brain barrier permeability by controlling energy production and metabolic flux in endothelial cells.

1 citation

humanstatistical model

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