Neural Partial Differential Equations with Functional Convolution

Ziqian Wu, Xingzhe He, Yijun Li +4

We present a lightweighted neural PDE representation to discover the hidden structure and predict the solution of different nonlinear PDEs. Our key idea is to leverage the prior of…