Efficient Analog-Initialized Latent Transport for Spatially Coherent Probabilistic Downscaling from Global to Kilometer Scales
physics.ao-ph, cs.AI, cs.LG
Submitted: 2026-09-15
Updated: 2026-09-15
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