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Hierarchical Flow Matching for Multi-Scale Climate Emulation
Spatiotemporal Pyramid Flows (SPF) replace slow autoregressive weather-scale emulation with a hierarchical flow matching architecture. By partitioning the generative trajectory into a spatiotemporal pyramid conditioned on physical forcings, the model enables efficient, parallel sampling across multi…