Author

Haixing Piao

Pennsylvania State UniversityORCID 0009-0002-5317-7689Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

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Costas D. MaranasiD· 1 shared Somtirtha Santra· 1 shared Veda Sheersh BoorlaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Costas D. MaranasORCID

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1 paper

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BioinformaticsBioinformaticsPeer-reviewedMay 12, 2026

BindPred: A Framework for Predicting Protein-Protein Binding Affinity from Language Model Embeddings

Haixing Piao, Veda Sheersh Boorla, Somtirtha Santra, Costas D. Maranas

BindPred predicts protein-protein binding affinity from amino acid sequences using language model embeddings and gradient boosting trees, achieving high correlation on a benchmark dataset.

DOI 10.1093/bioinformatics/btag309

protein sequencemachine learning (classical)

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