Learning Interpretable PDE Representations for Generative Reconstructions with Structured Sparsity

Valerie Tsao, Nathaniel Chaney, Manolis Veveakis

Scientific measurements are often bottlenecked by suboptimal conditions, whether that be noise, incomplete spatial coverage, or limited resolution, rendering accurate field reconst…