Bridging the climate to energy data gap: simulated annealing for representative climate year selection

arXiv:2605.15958 · physics.ao-ph, cs.CY, physics.soc-ph · Submitted 2026-05-15 · Read on arXiv

physics.ao-ph, cs.CY, physics.soc-ph

Submitted: 2026-05-15

Updated: 2026-05-15

Terminology

• Clustering — 1× in this paper · explained in 2 episodes
• Optimal Transport — 1× in this paper · explained in 5 episodes
• Wasserstein Distance — 1× in this paper · explained in 6 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
• Towards accurate extreme event likelihoods from diffusion model climate emulators