Latent dynamics for reconstructing fine-scale PDE trajectories from coarse observations

Chenhao Si, Zishan Qian, Shing-Tung Yau +2

Coarse PDE observations omit spatial detail and intermediate states of evolving fields. We present Structured Latent Dynamics (SLD), a framework that reconstructs high-resolution t…