L. T. Giorgini

Score-based stochastic reduced-order models of barotropic quasi-geostrophic turbulence

In many turbulent flows, the quantities of interest are coarse-grained variables, either because resolving the fine scales is computationally prohibitive or because only coarse observations are available; in both cases, data-driven reduced-order models that evolve only these variables are required. Even when the govern...