Stochastic Operator Network: A Stochastic Maximum Principle Based Approach to Operator Learning

Ryan Bausback, Jingqiao Tang, Lu Lu +2

We develop a novel framework for uncertainty quantification in operator learning, the Stochastic Operator Network (SON). SON combines the stochastic optimal control concepts of the…