Author

Avner Ronen

Ben-Gurion University of the NegevORCID 0000-0002-7134-6848Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Microbiology· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Heyang YuaniD· 1 shared Zhang ChengiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperMicrobiology

Heyang YuanORCID

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1 paper

Recent·Most cited

MicrobiologyACS ES&T WaterPeer-reviewedJul 11, 2023

Hybrid Modeling of Engineered Biological Systems through Coupling Data-Driven Calibration of Kinetic Parameters with Mechanistic Prediction of System Performance

Zhang Cheng, Avner Ronen, Heyang Yuan

This paper develops a hybrid modeling strategy that combines data-driven calibration with mechanistic prediction to improve performance prediction of engineered biological systems.

16 citations

deep learningstatistical model

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