The trained PINN model are provided for both linear and nonlinear heat conduction in porous media.
The main code scripts for PINN and data-driven neural networks used in our work are also provided, which are revised according to https://github.com/cics-nd/pde-surrogate.git
The datasets for training and testing can be downloaded from https://jbox.sjtu.edu.cn/l/R1ImMH and are also available on request from the corresponding author ([email protected]).