Author

Vinitendra Singh

University of Minnesota

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Biophysics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1

Frequent Co-Authors

Cailong HuaiD· 1 shared James M. ErvastiiD· 1 shared Joseph M. MurettaiD· 1 shared Joseph Vavra· 1 shared Murti V. SalapakaiD· 1 shared Rebecca A Walsh· 1 shared Yiyuan ZhangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 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 paperBiophysics

Cailong HuaORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Resolving Heterogeneous Mechanical Domains via Physics-Aware Deep Clustering of Single-Molecule Force Spectroscopy Data

Cailong Hua, Yiyuan Zhang, Vinitendra Singh, Rebecca A Walsh, Joseph Vavra, Joseph M. Muretta, James M. Ervasti, Murti V. Salapaka

This paper introduces a physics-aware deep clustering method to identify heterogeneous folding domains in single-molecule force spectroscopy data, revealing distinct mechanical properties in natural proteins.

bioRxiv · Sep 1, 2026 · PreprintBiophysics