Long-Time Predictive Modeling of Nonlinear Dynamical Systems Using Neural Networks

Table 4

Hyperparameter configuration of the Jacobian regularized model for buoyant mixing flow.

Layer structure	Activation function	Loss function	Optimizer	Learning rate	λ
10-20-20-10	Penalized tanh [56]	MSE	Adam	0.001	5e-4