Will Artificial Intelligence supersede Earth System and Climate Models?

Will Artificial Intelligence supersede Earth System and Climate Models?

22 January 2021

Maike Sonnewald

J. Saynisch‐Wagner

Papers citing "Will Artificial Intelligence supersede Earth System and Climate Models?"

9 / 9 papers shown

Title
Quantile Extreme Gradient Boosting for Uncertainty Quantification Xiaozhe Yin Masoud Fallah-Shorshani R. McConnell S. Fruin Yao-Yi Chiang M. Franklin UQCV 24 2 0 23 Apr 2023
Cooperative control of environmental extremes by artificial intelligent agents Martí Sánchez-Fibla Clément Moulin-Frier Ricard Solé AI4CE 19 2 0 05 Dec 2022
Differentiable Programming for Earth System Modeling Maximilian Gelbrecht Alistair J R White S. Bathiany Niklas Boers 21 16 0 29 Aug 2022
Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review S. Salcedo-Sanz Jorge Pérez-Aracil G. Ascenso Javier Del Ser D. Casillas-Pérez ... D. Barriopedro R. García-Herrera Marcello Restelli M. Giuliani A. Castelletti AI4Cl 25 13 0 03 Jun 2022
FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators Jaideep Pathak Shashank Subramanian P. Harrington S. Raja A. Chattopadhyay ... Zong-Yi Li Kamyar Azizzadenesheli P. Hassanzadeh K. Kashinath Anima Anandkumar AI4Cl 46 657 0 22 Feb 2022
Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next S. Cuomo Vincenzo Schiano Di Cola F. Giampaolo G. Rozza Maizar Raissi F. Piccialli PINN 26 1,179 0 14 Jan 2022
Output-weighted and relative entropy loss functions for deep learning precursors of extreme events S. Rudy T. Sapsis 19 16 0 01 Dec 2021
Machine Learning Information Fusion in Earth Observation: A Comprehensive Review of Methods, Applications and Data Sources S. Salcedo-Sanz Pedram Ghamisi M. Piles M. Werner L. Cuadra Á. Moreno-Martínez E. Izquierdo-Verdiguier Jordi Munoz-Marí Amir H. Mosavi G. Camps-Valls 29 176 0 07 Dec 2020
Machine Learning for Stochastic Parameterization: Generative Adversarial Networks in the Lorenz '96 Model D. Gagne H. Christensen A. Subramanian A. Monahan AI4CE BDL 41 139 0 10 Sep 2019