Author

Van Hovenga

University of Colorado Colorado Springs

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

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Assay:Hi-C· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Research Focus:trajectory inference· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Jugal Kumar KalitaiD· 1 shared Oluwatosin OluwadareiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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 paperBioinformatics

Jugal Kumar KalitaORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

HiC-GNN: A Generalizable Model for 3D Chromosome Reconstruction Using Graph Convolutional Neural Networks

Van Hovenga, Jugal Kumar Kalita, Oluwatosin Oluwadare

This paper introduces HiC-GNN, a graph neural network for 3D chromosome reconstruction from Hi-C data, showing superior accuracy and generalization across resolutions and cell lines.

Computational and Structural Biotechnology Journal · Dec 31, 2022Peer-reviewedBioinformatics