Author

J. P. Roney

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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Biophysics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

S. Ovchinnikov· 1 shared

Activity by Year

2022-2022 · peak 1/yr

1 paper

Recent·Most cited

BiophysicsbioRxivMar 11, 2022

State-of-the-Art Estimation of Protein Model Accuracy using AlphaFold

J. P. Roney, S. Ovchinnikov

This paper shows AlphaFold has learned a biophysical energy function to predict protein structures from sequences, achieving state-of-the-art accuracy without coevolution data.

DOI 10.1103/physrevlett.129.238101

protein structuredeep learning

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