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physics.flu-dyn2024
Characterization of local energy transfer in large-scale intermittent stratified turbulent flows via coarse graining
Raffaello Foldes, Raffaele Marino, Silvio Sergio Cerri +1
Recent studies based on simulations of the Boussinesq equations indicate that stratified turbulent flows can develop large-scale intermittency in the velocity and temperature field…
physics.flu-dyn2023
Low-dimensional representation of intermittent geophysical turbulence with High-Order Statistics-informed Neural Networks (H-SiNN)
Raffaello Foldes, Enrico Camporeale, Raffaele Marino
We present a novel machine learning approach to reduce the dimensionality of state variables in stratified turbulent flows governed by the Navier-Stokes equations in the Boussinesq…