Author

Kavindri D. Ranasinghe

University of Florida

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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Biochemistry· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Approach:deep learning· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Adrián E. RoitbergiD· 1 shared Billy K. PooniD· 1 shared Hatice GökcaniD· 1 shared Holger KruseiD· 1 shared Małgorzata BiczyskoiD· 1 shared Mark P. WalleriD· 1 shared Nigel W. MoriartyiD· 1 shared Olexandr IsayeviD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBiochemistry

Adrián E. RoitbergORCID

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1 paper

Recent·Most cited

AQuaRef: Machine learning accelerated quantum refinement of protein structures

R.I. Zubatyuk, Małgorzata Biczysko, Kavindri D. Ranasinghe, Nigel W. Moriarty, Hatice Gökcan, Holger Kruse, Billy K. Poon, Paul D. Adams, Mark P. Waller, Adrián E. Roitberg, Olexandr Isayev, Pavel V. Afonine

AQuaRef uses machine learning to refine protein structures with quantum accuracy at lower computational cost, improving geometric quality and experimental data fit.

Nature Communications · Oct 17, 2025Peer-reviewedBiochemistry