Reconstructing Multi-Scale Physical Fields from Extremely Sparse Measurements with an Autoencoder-Diffusion Cascade. - Letian Yi; Tingpeng Zhang; Mingyuan Zhou; Guannan Wang; Quanke Su; Zhilu Lai (CoRR, 2025)