Fig 7. Neural networks architecture used for nonlinear Biot’s equations.

This figure corresponds to the top part of Fig 3. There are three inputs, x, y, and t, and three outputs, u, v, and p. The number of hidden layers, N_hl, and the number of neurons for each hidden layer, N_n, denote the hyperparameters.