Figure: The implemented PINN architecture. A DL network (light-green) using case geometric parameters f1,...,fn is used to determine the weights of nodes in the PINN network (light-orange). A PINN pre-layer (yellow) increases the order of the input parameters, and a hard boundary constraint post-layer rewrites the boundary conditions to the NN output.
Copyright © 2023 by Binghuan Li