ClimateBench v2.0: Probabilistic Climate Model Benchmarking

arXiv:2610.04558 · physics.ao-ph, cs.LG · Submitted 2026-10-03 · Read on arXiv

physics.ao-ph, cs.LG

Submitted: 2026-10-03

Updated: 2026-10-03

Terminology

• Benchmarking — 1× in this paper · explained in 4 episodes

Related papers

• NORi: An ML-Augmented Ocean Boundary Layer Parameterization
• A Checklist to assess the energy and carbon impacts of ML/AI applications in Earth System Modeling
• On the Predictive Skill of Artificial Intelligence-based Weather Models for Extreme Events using Uncertainty Quantification
• A Mechanism-Coupled Split Window Network for Medium- to High-Resolution Land Surface Temperature Retrieval
• Composable multi-satellite precipitation estimation for evolving observing systems
• Improving global precipitation forecasts with an AI weather model trained on satellite observations