Multi-variable Hard Physical Constraints for Climate Model Downscaling

Multi-variable Hard Physical Constraints for Climate Model Downscaling

2 August 2023

Jose González-Abad

Álex Hernández-García

José Manuel Gutiérrez

Papers citing "Multi-variable Hard Physical Constraints for Climate Model Downscaling"

5 / 5 papers shown

Title
Physically Constrained Generative Adversarial Networks for Improving Precipitation Fields from Earth System Models P. Hess Markus Drüke S. Petri Felix M. Strnad Niklas Boers 33 59 0 03 Jan 2025
Harnessing AI data-driven global weather models for climate attribution: An analysis of the 2017 Oroville Dam extreme atmospheric river Jorge Baño-Medina Agniv Sengupta Allison Michaelis L. D. Monache J. Kalansky Duncan Watson-Parris AI4CE 30 0 0 17 Sep 2024
Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey Shengchao Chen Guodong Long Jing Jiang Dikai Liu Chengqi Zhang SyDa AI4CE 26 23 0 05 Dec 2023
A Survey on AI Assurance Feras A. Batarseh Laura J. Freeman 27 65 0 15 Nov 2021
MeshfreeFlowNet: A Physics-Constrained Deep Continuous Space-Time Super-Resolution Framework C. Jiang S. Esmaeilzadeh Kamyar Azizzadenesheli K. Kashinath Mustafa A. Mustafa H. Tchelepi P. Marcus P. Prabhat Anima Anandkumar AI4CE 182 140 0 01 May 2020