Di-BiLPS: Denoising induced Bidirectional Latent-PDE-Solver under Sparse Observations

Zhonghao Li, Chaoyu Liu, Qian Zhang

Partial differential equations (PDEs) are fundamental for modeling complex natural and physical phenomena. In many real-world applications, however, observational data are extremel…