Self-adaptive physics-informed neural network for forward and inverse problems in heterogeneous porous flow

Md. Abdul Aziz, Thilo Strauss, Muhammad Mohebujjaman +1

We develop a self-adaptive physics-informed neural network (PINN) framework that reliably solves forward Darcy flow and performs accurate permeability inversion in heterogeneous po…