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

Figure 17

3D plots of the (a) PINN solution, (b) true solution, and (c) PINN point-wise absolute error (the difference of exact and PINN solution) to the problem (25) with the neumann BCs.

(a)

(b)

(c)