Author

G. Guillen-Gosalbez

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

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

A. Butte· 1 shared H. Narayanan· 1 shared M. N. C. Bournazou· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioengineering

A. Butte

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1 paper

Recent·Most cited

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.

bioRxiv · Jun 9, 2021Bioengineering