Perturbation Analysis and Neural Network-Based Initial Condition Estimation for the Sine-Gordon Equation

Junhong Ha, Sudeok Shon

The sine-Gordon equation is a fundamental nonlinear partial differential equation that governs soliton dynamics and phase evolution in a variety of physical systems, including Jose…