The Importance of Architecture Choice in Deep Learning for Climate Applications

21 February 2024

Papers citing "The Importance of Architecture Choice in Deep Learning for Climate Applications"

4 / 4 papers shown

Title
Southern Ocean Dynamics Under Climate Change: New Knowledge Through Physics-Guided Machine Learning William Yik Maike Sonnewald Mariana C. A. Clare Redouane Lguensat AI4Cl AI4CE 22 4 0 21 Oct 2023
Bridging observation, theory and numerical simulation of the ocean using Machine Learning Maike Sonnewald Redouane Lguensat Daniel C. Jones P. Dueben J. Brajard Venkatramani Balaji AI4Cl AI4CE 38 99 0 26 Apr 2021
Bayesian neural networks for weak solution of PDEs with uncertainty quantification Xiaoxuan Zhang K. Garikipati AI4CE 29 11 0 13 Jan 2021
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 203 2,272 0 18 Oct 2020