Author

Martha Dix

Los Alamos National LaboratoryORCID 0009-0003-9000-6325Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Approach:deep learning· 1 Approach:graph neural network· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

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Adela HabibiD· 1 shared Bin HuiD· 1 shared Kaetlyn GibsoniD· 1 shared Li‐Wei HungiD· 1 shared P.S. Chain· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Adela HabibORCID

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1 paper

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BioinformaticsbioRxivPreprintSep 25, 2026

SurfGraphPro: Integrating Protein Language Models with Geometric Deep Learning On Coarse Protein Surfaces for Binding Site Prediction

Adela Habib, Li‐Wei Hung, Martha Dix…·Bin Hu

SurfGraphPro predicts protein binding sites by integrating protein language models with geometric deep learning on coarse protein surfaces, achieving faster performance than existing methods.

DOI 10.64898/2026.09.17.751511

protein structuredeep learning

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