Author

Jianpeng Ma

Fudan UniversityORCID 0009-0001-2124-6080Unclaimed ORCID profile · follow to get notified of new preprints

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Jianpeng Ma2 papers · Fudan University

Biology Disciplines

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Bioinformatics· 2 Molecular Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 3 Research Focus:benchmarking· 1 Research Focus:drug response / drug discovery· 1 Assay:electronic health records· 1 Assay:protein sequence· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1 Research Focus:sequence-to-function modeling· 1

Frequent Co-Authors

Qinghua WangiD· 2 shared Zhenwei LuoiD· 2 shared Ben MaiD· 1 shared Gang XuiD· 1 shared Gang XuiD· 1 shared Ruoxi ZhangiD· 1 shared Xiangru Chen· 1 shared Yaming YaniD· 1 shared

Activity by Year

2024-2025 · peak 2/yr

Co-Author Collaboration Network

8 top collaborators · 11 mutual co-author links

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2 shared papersMolecular Biology

Qinghua WangORCID

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3 papers

Recent·Most cited

ProtRNA: A Protein-derived RNA Language Model by Cross-Modality Transfer Learning

Ruoxi Zhang, Ben Ma, Gang Xu, Jianpeng Ma

ProtRNA transfers knowledge from protein language models to RNA using cross-modality transfer learning, achieving comparable or better performance with less data and parameters.

Cell Systems · Aug 22, 2025Peer-reviewedBioinformatics

OPUS-TOMO: Towards Resolving Dynamics and Compositional Heterogeneities of Biomolecules with Cryo-Electron Tomography

Zhenwei Luo, Xiangru Chen, Qinghua Wang, Jianpeng Ma

OPUS-TOMO improves resolution and resolves structural heterogeneity in cryo-ET data for biomolecules like ATP synthase and ribosomes.

bioRxiv · Jun 30, 2024 · PreprintMolecular Biology

OPUS-Rota5: A Highly Accurate Protein Side-chain Modeling Method with 3D-Unet and RotaFormer

Gang Xu, Zhenwei Luo, Yaming Yan, Qinghua Wang, Jianpeng Ma

OPUS-Rota5 improves protein side-chain modeling accuracy, enhancing molecular docking success rates for GPCR targets.

Structure · Apr 23, 2024Peer-reviewedBioinformatics