Author

Philipp Gerlof

Scripps Research Institute

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:large language model· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1

Frequent Co-Authors

Danielle Ann GrotjahniD· 1 shared Digvijay SinghiD· 1 shared Elizabeth VillaiD· 1 shared Hamidreza RahmaniiD· 1 shared Han Wen GuoiD· 1 shared Le SongiD· 1 shared Mingjia HuoiD· 1 shared Pengtao XieiD· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperBioinformatics

Danielle Ann GrotjahnORCID

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1 paper

Recent·Most cited

Multi-Modal Large Language Model Enables Protein Function Prediction

Mingjia Huo, Han Wen Guo, Xingyi Cheng, Digvijay Singh, Hamidreza Rahmani, Shen Li, Philipp Gerlof, Trey E. Ideker, Danielle Ann Grotjahn, Elizabeth Villa, Le Song, Pengtao Xie

ProteinChat is a multi-modal large language model that predicts protein functions from amino acid sequences, outperforming general-purpose LLMs and task-specific models.

bioRxiv · Aug 19, 2024 · PreprintBioinformatics