2 papers
physics.ao-ph2025
DiffTopo: Solver in the Loop for Inverse Topography via Condition Diffusion Generation
Aoming Liang, Qi Liu, Weicheng Cui
Inferring seabed topography from wave height observations is fundamental to tsunami hazard assessment, coastal planning, and large scale ocean circulation modeling. Classical inver…
cs.LG2024
Conformal Prediction on Quantifying Uncertainty of Dynamic Systems
Aoming Liang, Qi Liu, Lei Xu +4
Numerous studies have focused on learning and understanding the dynamics of physical systems from video data, such as spatial intelligence. Artificial intelligence requires quantit…