Exploring Physics-Informed Neural Networks for the Generalized Nonlinear Sine-Gordon Equation

Table 3

The comparisons of PINN error approximation for different activation functions.

Activation functions		Relative error	MSE
Tanh
Sigmoid
ReLu	2.937392e − 02