Author

Sanaa Mansoor

University of WashingtonORCID 0009-0004-5992-060XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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

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David A. BakeriD· 1 shared Gyu Rie LeeiD· 1 shared Hahnbeom ParkiD· 1 shared Minkyung BaekiD· 1 shared

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1 shared paperBiochemistry

David A. BakerORCID

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1 paper

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BiochemistryJournal of Chemical Theory and ComputationPeer-reviewedMar 28, 2024

Protein Ensemble Generation through VariationalAutoencoder Latent Space Sampling

Sanaa Mansoor, Minkyung Baek, Hahnbeom Park…·David A. Baker

The paper generates high-quality protein conformations using a variational autoencoder, achieving better sampling accuracy than MD simulations or AlphaFold2 for K-Ras.

52 citationstop 2%

protein structuredeep learning

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