Author

Mina Cullen

University of AucklandORCID 0009-0002-6008-8238Unclaimed 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

Approach:deep learning· 2 Research Focus:protein folding & dynamics· 2 Research Focus:benchmarking· 1 Assay:protein structure· 1 Assay:proteomics· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Alfonso De SimoneiD· 2 shared Carmen BiancanielloiD· 2 shared Davide MercadanteiD· 2 shared Katerina TaškovaiD· 2 shared Vedran MiletićiD· 2 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 10 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

2 shared papersBiophysics

Alfonso De SimoneORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BiophysicsJournal of the American Chemical SocietyPeer-reviewedMar 19, 2026

Integrating NMR restraints into coarse-grained simulations: toward accurate conformational ensembles of complex protein systems

Mina Cullen, Carmen Biancaniello, Katerina Taškova…·Alfonso De Simone

This paper introduces Martini3-NMR, a framework that integrates NMR data into coarse-grained simulations to improve the accuracy of protein conformational ensembles.

7 citationstop 1%

protein structuredeep learning

𝕏 PostBluesky

BiophysicsbioRxivPreprintJan 6, 2026

Capturing secondary structure in coarse grained intrinsically disordered proteins with simulations driven by chemical shifts.

Mina Cullen, Carmen Biancaniello, Katerina Taškova…·Davide Mercadante

This study introduces NapshiftC, a neural network that uses NMR chemical shifts to improve coarse-grained simulations of intrinsically disordered proteins by incorporating secondary structure.

DOI 10.64898/2026.01.06.697719

proteomicsdeep learning

𝕏 PostBluesky