From Sparse Sensors to Continuous Fields: STRIDE for Spatiotemporal Reconstruction

Yanjie Tong, Peng Chen

Reconstructing high-dimensional spatiotemporal fields from sparse point-sensor measurements is a central challenge in learning parametric PDE dynamics. Existing approaches often st…