Predicting nonlinear-flow regions in highly heterogeneous porous media using adaptive constitutive laws and neural networks

Chiara Giovannini, Alessio Fumagalli, Francesco Patacchini

In a porous medium featuring heterogeneous permeabilities, a wide range of fluid velocities may be recorded, so that significant inertial and frictional effects may arise in high-s…