2 papers
physics.geo-ph2025
Surface to Seafloor: A Generative AI Framework for Decoding the Ocean Interior State
Andre N. Souza, Simone Silvestri, Katherine Deck +3
Understanding subsurface ocean dynamics is essential for quantifying oceanic heat and mass transport, but direct observations at depth remain sparse due to logistical and technolog…
physics.comp-ph2024
A Modified Bisecting K-Means for Approximating Transfer Operators: Application to the Lorenz Equations
Andre N. Souza, Simone Silvestri
We investigate the convergence behavior of the extended dynamic mode decomposition for constructing a discretization of the continuity equation associated with the Lorenz equations…