Physics-informed neural networks for high-dimensional solutions and snaking bifurcations in nonlinear lattices

Muhammad Luthfi Shahab, Fidya Almira Suheri, Rudy Kusdiantara +1

This paper introduces a framework based on physics-informed neural networks (PINNs) for addressing key challenges in nonlinear lattices, including solution approximation, bifurcati…