Author

Adrián E. Roitberg

University of FloridaORCID 0000-0003-3963-8784Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Billy K. PooniD· 1 shared Hatice GökcaniD· 1 shared Holger KruseiD· 1 shared Kavindri D. Ranasinghe· 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

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBiochemistry

Billy K. PoonORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BiochemistryNature CommunicationsPeer-reviewedOct 17, 2025

AQuaRef: Machine learning accelerated quantum refinement of protein structures

R.I. Zubatyuk, Małgorzata Biczysko, Kavindri D. Ranasinghe…·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.

18 citationstop 4%

humanbacteria (other)

𝕏 PostBluesky