Author

Fengzhe Shi

University of California, BerkeleyORCID 0009-0004-6830-5932Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Systems Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Aaron J. BerlineriD· 1 shared Adam P. ArkiniD· 1 shared Ali MesbahiD· 1 shared Douglas S. ClarkiD· 1 shared Georgios MakrygiorgosiD· 1 shared

Activity by Year

2022-2022 · peak 1/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

1 shared paperSystems Biology

Aaron J. BerlinerORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Data-Driven Flow-Map Models for Data-Efficient Discovery of Dynamics and Fast Uncertainty Quantification of Biological and Biochemical Systems

Georgios Makrygiorgos, Aaron J. Berliner, Fengzhe Shi, Douglas S. Clark, Adam P. Arkin, Ali Mesbah

This paper introduces data-driven flow-map models for efficiently discovering dynamics and quantifying uncertainty in biochemical systems using polynomial chaos Kriging.

Biotechnology and Bioengineering · Dec 1, 2022Peer-reviewedSystems Biology