2 papers
physics.ao-ph2026
A PMP-inspired Evaluation Framework for Assessing Deep-Learning Earth System Models
Giuliana Pallotta, Shiheng Duan, Céline Bonfils +3
In recent years, Deep-Learning Earth System Models (DL-ESMs) have emerged as promising, computationally efficient complements to traditional Earth system models. Here, we present a…
physics.ao-ph2025
Testing NeuralGCM's capability to simulate future heatwaves based on the 2021 Pacific Northwest heatwave event
Shiheng Duan, Jishi Zhang, Céline Bonfils +1
AI-based weather and climate models are emerging as accurate and computationally efficient tools. Beyond weather forecasting, they also show promise to accelerate storyline analyse…