Scientific Machine Learning of Flow Resistance Using Universal Shallow Water Equations with Differentiable Programming

Xiaofeng Liu, Yalan Song

Shallow water equations (SWEs) are the backbone of most hydrodynamics models for flood prediction, river engineering, and many other water resources applications. The estimation of…