47 citations · 47 across the 2 of their papers we have counts for
2 papers
cs.CE2026
Reduced-Order Surrogates for Forced Flexible Mesh Coastal-Ocean Models
Freja Høgholm Petersen, Jesper Sandvig Mariegaard, Rocco Palmitessa +1
While proper orthogonal decomposition (POD)-based surrogates are widely explored for hydrodynamic applications, the use of Koopman autoencoders for real-world coastal-ocean modelli…
cs.LG2022★ 47 cited
Accelerating hydrodynamic simulations of urban drainage systems with physics-guided machine learning
Rocco Palmitessa, Morten Grum, Allan Peter Engsig-Karup +1
We propose and demonstrate a new approach for fast and accurate surrogate modelling of urban drainage system hydraulics based on physics-guided machine learning. The surrogates are…