3 papers
nlin.CD2026
Physics constraints and response validation in discrete-time reduced-order modeling: from idealized turbulent systems to climate dynamics
Fabrizio Falasca, Laure Zanna
A central challenge across science and engineering is to build data-driven reduced-order models of turbulent dynamical systems that reproduce stationary statistics, predict respons…
physics.ao-ph2025
A Framework for Hybrid Physics-AI Coupled Ocean Models
Laure Zanna, William Gregory, Pavel Perezhogin +23
Climate simulations, at all grid resolutions, rely on approximations that encapsulate the forcing due to unresolved processes on resolved variables, known as parameterizations. Par…
physics.ao-ph2025
A fluctuation-dissipation theorem perspective on radiative responses to temperature perturbations
Fabrizio Falasca, Aurora Basinski-Ferris, Laure Zanna +1
Radiative forcing drives warming in the Earth system, leading to changes in sea surface temperatures (SSTs) and associated radiative feedbacks. The link between changes in the top-…