Author

Colin Zhang

University of California, BerkeleyPrimary ORCID profile (0009-0009-2411-9640 · 1 paper)Unclaimed ORCID profile · follow to get notified of new preprints

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

Same name, identified by ORCID

Colin ZhangiD1 paper · Lawrence Berkeley National Laboratory

Biology Disciplines

Click to filter author papers

Biochemistry· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Ayush Pal· 1 shared Joseph PaterasiD· 1 shared Preetam GhoshiD· 1 shared Shriya Majumdar· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 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

Ayush Pal

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BiochemistryScientific ReportsPeer-reviewedMar 7, 2025

Physics-informed machine learning for automatic model reduction in chemical reaction networks

Joseph Pateras, Colin Zhang, Shriya Majumdar…·Preetam Ghosh

This paper introduces a physics-informed machine learning framework for automatic model reduction in chemical reaction networks, enhancing efficiency and accuracy in simulating complex systems like Aβ fibril aggregation.

17 citationstop 4%

deep learningmachine learning (classical)

𝕏 PostBluesky