2 papers
cs.LG2026
GeoCert: Certified Geometric AI for Reliable Forecasting
Regina Zhang, Zongru Li, Honggang Wen +4
Forecasting systems in science must be accurate, physically consistent, and certifiably reliable. Most existing models address prediction, constraint enforcement, and verification…
physics.flu-dyn2026
Physics-Informed Deep Operator Learning for Computational Hydraulics Modeling
Xiaofeng Liu, Yong G. Lai
Traditional 2D hydraulic models face significant computational challenges that limit their applications that are time-sensitive or require many model evaluations. This study presen…