Francesco Borra
Francesco Borra
postdoc, CNRS-ENS Paris
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Reinforcement learning for pursuit and evasion of microswimmers at low Reynolds number
F Borra, L Biferale, M Cencini, A Celani
Physical Review Fluids 7 (2), 023103, 2022
Effective models and predictability of chaotic multiscale systems via machine learning
F Borra, A Vulpiani, M Cencini
Physical Review E 102 (5), 052203, 2020
Generalization from correlated sets of patterns in the perceptron
F Borra, MC Lagomarsino, P Rotondo, M Gherardi
Journal of Physics A: Mathematical and Theoretical 52 (38), 384004, 2019
Optimal collision avoidance in swarms of active Brownian particles
F Borra, M Cencini, A Celani
Journal of Statistical Mechanics: Theory and Experiment 2021 (8), 083401, 2021
Using machine-learning modeling to understand macroscopic dynamics in a system of coupled maps
F Borra, M Baldovin
Chaos: An Interdisciplinary Journal of Nonlinear Science 31 (2), 023102, 2021
Taming Lagrangian chaos with multi-objective reinforcement learning
C Calascibetta, L Biferale, F Borra, A Celani, M Cencini
The European Physical Journal E 46 (3), 1-11, 2023
Supervised task learning via stimulation-induced plasticity in rate-based neural networks
F Borra, S Cocco, R Monasson
Optimal Control tools to minimize dispersion in turbulent flows
C Calascibetta, L Biferale, F Borra, A Celani, M Cencini
Bulletin of the American Physical Society, 2022
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Articles 1–8