Author

Ningyi Lyu

Fudan UniversityORCID 0000-0001-9239-9925Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:protein structure· 1

Frequent Co-Authors

Daniel HerschlagiD· 1 shared Jianpeng MaiD· 1 shared Qianzhen ShaoiD· 1 shared Siyuan DuiD· 1 shared Zhongyue John YangiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBiophysics

Daniel HerschlagORCID

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1 paper

Recent·Most cited

Physics-Grounded Evaluation to Guide Accurate Biomolecular Prediction

Ningyi Lyu, Siyuan Du, Qianzhen Shao, Zhongyue John Yang, Jianpeng Ma, Daniel Herschlag

This paper evaluates current biomolecular structure prediction models using physics-based criteria, revealing widespread errors in capturing atomic interactions and conformational preferences.

bioRxiv · Jun 30, 2025 · PreprintBiophysics