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

Table 1

The comparisons of error approximation for different model optimizers.

Optimizer			Relative error	MSE	Time in seconds
Adam					30.022
L-BFGS					58.996
Combined					70.341