Author

L. Giannantoni

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Biology Disciplines

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Bioengineering· 1

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Approach:deep learning· 1 Approach:statistical model· 1

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A. Savino· 1 shared S. Di Carlo· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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1 shared paperBioengineering

A. Savino

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1 paper

Recent·Most cited

Optimization of synthetic oscillatory biological networks through Reinforcement Learning

L. Giannantoni, A. Savino, S. Di Carlo

This study applies reinforcement learning to optimize synthetic biological networks by controlling Hopf bifurcations in ODE-based systems, showing its ability to identify bifurcation onset while facing challenges in persistent oscillations and computational speed.

bioRxiv · Nov 19, 2023Bioengineering