Efficient learning of sparse and decomposable PDEs using random projection

Md. Nasim, Xinghang Zhang, Anter El-Azab, Yexiang Xue

Abstract: Learning physics models in the form of Partial Differential Equations (PDEs) is carried out through back-propagation to match the simulations of the physics model with experimental observations. Ne...