Author

Dongfang Luo

Soochow University

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Biology Disciplines

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Biophysics· 1

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Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:protein folding & dynamics· 1 Assay:protein structure· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Gennady M. VerkhivkeriD· 1 shared Guang HuiD· 1 shared Mingyue Cai· 1 shared Yuan Li· 1 shared Yuhan Ning· 1 shared Zhongjie T. LiangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperBiophysics

Gennady M. VerkhivkerORCID

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1 paper

Recent·Most cited

Dynamics-aware geometric learning predicts disease-associated molecular perturbations

Yuhan Ning, Mingyue Cai, Dongfang Luo, Yuan Li, Gennady M. Verkhivker, Guang Hu, Zhongjie T. Liang

This study introduces DynGeo-Pheno, a geometric deep learning framework that predicts disease-associated phosphosites and missense mutations by integrating protein dynamics and structural information.

bioRxiv · Aug 20, 2026 · PreprintBiophysics