Generalizable Physics-Informed Learning for Stochastic Safety-Critical Systems

Zhuoyuan Wang, Albert Chern, Yorie Nakahira

Accurate estimation of long-term risk is essential for the design and analysis of stochastic dynamical systems. Existing risk quantification methods typically rely on extensive dat…