4 citations · 4 across the 2 of their papers we have counts for
2 papers
physics.ao-ph2025
Simultaneous emulation and downscaling with physically-consistent deep learning-based regional ocean emulators
Leonard Lupin-Jimenez, Moein Darman, Subhashis Hazarika +5
Building on top of the success in AI-based atmospheric emulation, we propose an AI-based ocean emulation and downscaling framework focusing on the high-resolution regional ocean ov…
cs.LG2023★ 4 cited
OceanNet: A principled neural operator-based digital twin for regional oceans
Ashesh Chattopadhyay, Michael Gray, Tianning Wu +2
While data-driven approaches demonstrate great potential in atmospheric modeling and weather forecasting, ocean modeling poses distinct challenges due to complex bathymetry, land,…