Learning and solving governing equations of a physical system from data is a central challenge in a variety of areas of science and engineering. These governing equations are usually represented by ...

Deep neural networks (DNNs) 1 demonstrate remarkable capabilities across diverse applications, but at the expense of massive data and vast computational resources. Handling unseen data with a limited ...