Author

M. N. C. Bournazou

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

Bioengineering· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

A. Butte· 1 shared G. Guillen-Gosalbez· 1 shared H. Narayanan· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 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 paperBioengineering

A. Butte

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioengineeringbioRxivJun 9, 2021

Functional-Hybrid Modeling through automated adaptive symbolic regression for interpretable mathematical expressions

H. Narayanan, M. N. C. Bournazou, G. Guillen-Gosalbez, A. Butte

This paper introduces a hybrid modeling framework that combines domain-specific functional beliefs with symbolic regression to create interpretable mathematical models, showing improved performance over traditional neural networks in biochemical systems.

DOI 10.1016/j.cej.2021.133032

deep learningstatistical model

𝕏 PostBluesky