Interpretability and Generalization Bounds for Learning Spatial Physics

Alejandro Francisco Queiruga, Theo Gutman-Solo, Shuai Jiang

While there are many applications of ML to scientific problems that look promising, visuals can be deceiving. Using numerical analysis techniques, we rigorously quantify the accura…