2 papers
physics.flu-dyn2026
Dimensional regimes in Kolmogorov Flow
Melisa Y. Vinograd, Joaquin Cullen, Patricio Clark di Leoni
We study the dimensionality of two-dimensional Kolmogorov flows over a wide range of Reynolds numbers and forcing wavenumbers using two complementary approaches: co…
physics.flu-dyn2024
Reduced Representations of Rayleigh-Bénard Flows via Autoencoders
Melisa Y. Vinograd, Patricio Clark di Leoni
We analyzed the performance of Convolutional Autoencoders in generating reduced-order representations the temperature field of 2D Rayleigh-Bénard flows at and Rayleigh numb…