Author

Valentina Romanelli

University of Florence

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Biology Disciplines

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Physiology· 1

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 1

Frequent Co-Authors

Emilia Entcheva· 1 shared Gil BubiD· 1 shared Glisant Plasa· 1 shared José Miguel Romero Sepúlveda· 1 shared Leonardo SacconiiD· 1 shared Nicolas Y. MasseiD· 1 shared Thomas M. BuryiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperPhysiology

Emilia Entcheva

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1 paper

Recent·Most cited

Reinforcement learning discovers new mechanisms of reentry in excitable media

Thomas M. Bury, Glisant Plasa, José Miguel Romero Sepúlveda, Nicolas Y. Masse, Valentina Romanelli, Leonardo Sacconi, Emilia Entcheva, Gil Bub

This paper uses reinforcement learning to discover new mechanisms of reentry in excitable media, including subthreshold stimulation strategies that induce unidirectional propagation and reentry.

bioRxiv · Sep 14, 2026 · PreprintPhysiology