Efficient and accurate analysis of oscillation dynamics for dissipative cavity solitons based on the artificial neural network

Maolin Wang, Pengxiang Wang, Gang Xu

As a conventional means to analyze the system mechanism based on partial differential equations (PDE) or nonlinear dynamics, iterative algorithms are computationally intensive. In…