43 citations · 271 across the 28 of their papers we have counts for
3 papers · 1 filter
Towards bridging the gap between data-driven and theoretical turbulence closures in stratified flows
Laure Zanna, Pavel Perezhogin
Turbulence closure models are essential for solving the equations of motion in realistic systems, where fully resolving all relevant scales of motion is computationally infeasible.…
Reliable coarse-grained turbulent simulations through combined offline learning and neural emulation
Christian Pedersen, Laure Zanna, Joan Bruna +1
Integration of machine learning (ML) models of unresolved dynamics into numerical simulations of fluid dynamics has been demonstrated to improve the accuracy of coarse resolution s…
Eddy-mixing entropy as a measure of turbulent disorder in barotropic ocean jets
Tomos W. David, Laure Zanna, David P. Marshall
Understanding the statistics of ocean geostrophic turbulence is of utmost importance in understanding its interactions with the global ocean circulation and the climate system as a…