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physics.flu-dyn2026
Mapping surface height dynamics to subsurface flow physics in free-surface turbulent flow using a shallow recurrent decoder
Kristoffer S. Moen, Jørgen R. Aarnes, Jørgen R. Aarnes +3
Near-surface turbulent flows beneath a free surface are reconstructed from sparse measurements of the surface height variation, by a neural network algorithm known as the SHallow R…
physics.flu-dyn2025
Coarse graining and reduced order models for plume ejection dynamics
Ike Griss Salas, Megan R. Ebers, Jake Stevens-Haas +1
Monitoring the atmospheric dispersion of pollutants is increasingly critical for environmental impact assessments. High-fidelity computational models are often employed to simulate…