Author

Matthew Muhoberac

Purdue University West Lafayette

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 Systems Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Assay:protein structure· 1 Approach:statistical model· 1

Frequent Co-Authors

Gaurav ChopraiD· 2 shared Adrienne R. WellsiD· 1 shared Guillaume FrauxiD· 1 shared Jonathan A. FineiD· 1 shared Kai P. LeungiD· 1 shared Prageeth R. WijewardhaneiD· 1 shared

Activity by Year

2020-2024 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 9 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 papersSystems Biology

Gaurav ChopraORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Modeling Molecular Mechanisms of Pirfenidone Interaction with Kinases

Prageeth R. Wijewardhane, Adrienne R. Wells, Matthew Muhoberac, Kai P. Leung, Gaurav Chopra

This study identifies molecular targets and pathways of Pirfenidone's action using neural networks and molecular modeling, revealing its interaction with multiple kinases involved in inflammation and wound healing.

bioRxiv · Mar 22, 2024 · PreprintSystems Biology

DUBS: A Framework for Developing Directory of Useful Benchmarking Sets for Virtual Screening

Jonathan A. Fine, Matthew Muhoberac, Guillaume Fraux, Gaurav Chopra

DUBS provides a framework to create standardized benchmarking sets for virtual screening using a simple input format and the Lemon data mining framework.

Journal of Chemical Information and Modeling · Jul 8, 2020Peer-reviewedBioinformatics