Author

Yanyan Xu

Shanghai Jiao Tong UniversityORCID 0000-0001-5429-3177Unclaimed ORCID profile · follow to get notified of new preprints

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Yanyan Xu2 papers · State Key Laboratory of Analytical Chemistry for Life Science

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

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Buyong MaiD· 1 shared Ganggang BaiiD· 1 shared Mendi Yu· 1 shared Xinjun Li· 1 shared Yike TangiD· 1 shared

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1 shared paperBiophysics

Buyong MaORCID

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1 paper

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BiophysicsbioRxivPreprintJun 27, 2024

Deep learning of protein energy landscape and conformational dynamics from experimental structures in PDB

Yike Tang, Mendi Yu, Ganggang Bai…·Buyong Ma

This study develops DeepConformer, a diffusion model that learns protein conformational dynamics and energy landscapes from PDB structures and coevolution data, reproducing MD simulation results without using MD data.

5 citations

protein structuredeep learning

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