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

Figure 6

3D plots of the (a) PINN solution and (b) true solution for the dirichlet BCs using combined adam and L-BFGS-B optimization algorithms.

(a)

(b)