OceanNet: A principled neural operator-based digital twin for regional oceans

1 October 2023

Papers citing "OceanNet: A principled neural operator-based digital twin for regional oceans"

6 / 6 papers shown

Title
Fourier analysis of the physics of transfer learning for data-driven subgrid-scale models of ocean turbulence Moein Darman Pedram Hassanzadeh Laure Zanna Ashesh Chattopadhyay 30 0 0 21 Apr 2025
Improved deep learning of chaotic dynamical systems with multistep penalty losses Dibyajyoti Chakraborty Seung Whan Chung Ashesh Chattopadhyay R. Maulik AI4CE 26 1 0 08 Oct 2024
Evaluation of Tropical Cyclone Track and Intensity Forecasts from Artificial Intelligence Weather Prediction (AIWP) Models Mark DeMaria James L. Franklin Galina Chirokova Jacob Radford Robert DeMaria K. Musgrave Imme Ebert-Uphoff 25 2 0 08 Sep 2024
Coupled Ocean-Atmosphere Dynamics in a Machine Learning Earth System Model Chenggong Wang Michael S. Pritchard Noah D. Brenowitz Y. Cohen Boris Bonev Thorsten Kurth Dale Durran Jaideep Pathak BDL AI4Cl 32 14 0 12 Jun 2024
LUCIE: A Lightweight Uncoupled ClImate Emulator with long-term stability and physical consistency for O(1000)-member ensembles Haiwen Guan T. Arcomano Ashesh Chattopadhyay R. Maulik AI4Cl 44 11 0 25 May 2024
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 262 2,309 0 18 Oct 2020