395 citations · 3.9k across the 90 of their papers we have counts for
3 papers · 1 filter
Joint assessment of density correlations and fluctuations for analysing spatial tree patterns
P. Villegas, A. Cavagna, M. Cencini +2
Inferring the processes underlying the emergence of observed patterns is a key challenge in theoretical ecology. Much effort has been made in the past decades to collect extensive…
Effective models and predictability of chaotic multiscale systems via machine learning
Francesco Borra, Angelo Vulpiani, Massimo Cencini
We scrutinize the use of machine learning, based on reservoir computing, to build data-driven effective models of multiscale chaotic systems. We show that, for a wide scale separat…
Drag enhancement in a dusty Kolmogorov flow
A. Sozza, M. Cencini, S. Musacchio +1
Particles suspended in a fluid exert feedback forces that can significantly impact the flow, altering the turbulent drag and velocity fluctuations. We study flow modulation induced…