Author

Lining Mao

Northwestern University

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

Biology Disciplines

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Biochemistry· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:large language model· 1 Research Focus:protein folding & dynamics· 1 Assay:protein structure· 1

Frequent Co-Authors

Guang LiniD· 1 shared Haoyang ZhengiD· 1 shared Ming CheniD· 1 shared Yanbin WangiD· 1 shared Yikai LiuiD· 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 paperBiochemistry

Guang LinORCID

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1 paper

Recent·Most cited

ProTDyn: a foundation Protein language model for Thermodynamics and Dynamics generation

Yikai Liu, Haoyang Zheng, Lining Mao, Yanbin Wang, Ming Chen, Guang Lin

ProTDyn generates thermodynamically consistent protein ensembles and multi-timescale dynamics, offering a scalable alternative to molecular dynamics simulations.

bioRxiv · Sep 17, 2025 · PreprintBiochemistry