Topology-Inspired Fine-Tuning for Wind-Field Super-Resolution

Arjun Dadhwal, Brian Summa

Scientific super-resolution (SR) models are typically optimized with pointwise reconstruction losses, yet scientific interpretation often hinges on extrema, connected regions, and…