Author

Hasindu Kariyawasam

Harvard UniversityORCID 0000-0003-3074-7239Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Organism:multiple species· 1 Research Focus:protein folding & dynamics· 1 Assay:protein sequence· 1 Assay:protein structure· 1

Frequent Co-Authors

Adedolapo M. OjoawoiD· 1 shared Dorothee KerniD· 1 shared Gina El NesriD· 1 shared Hannah K. Wayment-SteeleiD· 1 shared Ramith HettiarachchiiD· 1 shared Sergey OvchinnikoviD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBiophysics

Adedolapo M. OjoawoORCID

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1 paper

Recent·Most cited

BiophysicsNaturePeer-reviewedAug 10, 2026

✦ In-depth digest

Learning millisecond protein dynamics from what is missing in NMR spectra

Hannah K. Wayment-Steele, Gina El Nesr, Ramith Hettiarachchi…·Dorothee Kern

Trained on missing NMR amide assignments in the Biological Magnetic Resonance Data Bank, Dyna-1 (ESM-3 layer 22 embeddings) predicts micro-to-millisecond conformational exchange seen in relaxation data.

16 citationstop 1%

multiple speciesprotein structure

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