Author

Michael B. Mathews

Rutgers, The State University of New JerseyORCID 0000-0003-2081-643XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Alexander M. IlleiD· 1 shared Christopher MarkosianiD· 1 shared Renata PasqualiniiD· 1 shared Stephen Kevin BurleyiD· 1 shared Wadih ArapiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Alexander M. IlleORCID

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1 paper

Recent·Most cited

BioinformaticsScientific ReportsPeer-reviewedAug 21, 2024

Generative artificial intelligence performs rudimentary structural biology modeling

Alexander M. Ille, Christopher Markosian, Stephen Kevin Burley…·Wadih Arap

This study shows that GPT-4 can generate 3D protein structures and analyze ligand-protein interactions with atomic-scale accuracy, though it has limitations with complex models.

16 citations

protein structuredeep learning

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