Author

Chenxi Ou

Massachusetts Institute of TechnologyORCID 0000-0003-0312-1943Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biophysics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:protein folding & dynamics· 1 Assay:protein structure· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

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James P. RoneyiD· 1 shared Sergey OvchinnikoviD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperBiophysics

James P. RoneyORCID

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1 paper

Recent·Most cited

BiophysicsbioRxivPreprintMar 18, 2026

Protein Diffusion Models as Statistical Potentials

James P. Roney, Chenxi Ou, Sergey Ovchinnikov

This paper introduces ProteinEBM, a protein conformational energy model that outperforms existing methods in predicting mutation effects and protein structures.

4 citations

protein structuredeep learning

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