Author

Peng Wang

Children's Hospital of PhiladelphiaORCID 0000-0001-6294-2085Unclaimed ORCID profile · follow to get notified of new preprints

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Peng Wang7 papers · Zhejiang University

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Assay:GWAS summary statistics· 1 Organism:human· 1 Approach:large language model· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Kai WangiD· 2 shared Mian Umair AhsaniD· 1 shared Tingting Chen· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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2 shared papersBioinformatics

Kai WangORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintNov 5, 2026

A protein language model for domain, functional site, and variant effect prediction

Peng Wang, Mian Umair Ahsan, Tingting Chen, Kai Wang

PALM, a protein language model, predicts domain, functional site, and variant effects with high accuracy using curated sequence data and outperforms existing models in multiple benchmarks.

DOI 10.64898/2026.11.03.764008

protein sequencedeep learning

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BioinformaticsNature CommunicationsPeer-reviewedAug 20, 2026

PubMind: Literature-Based Genetic Variant Extraction and Functional Annotation Using Large Language Models

Peng Wang, Kai Wang

PubMind extracts and annotates genetic variant functionality from biomedical literature using LLMs, creating a database with over 1.3 million variants.

1 citation

humanGWAS summary statistics

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