Data-driven solitons and parameter discovery to the (2+1)-dimensional NLSE in optical fiber communications

In this paper, we investigate the (2+1)-dimensional nonlinear Schrödinger equation (NLSE) which characterizes the transmission of optical pulses through optical fibers exhibiting refractive index variations corresponding to light intensity changes. Traditional numerical methods typically require a s...

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Veröffentlicht in:	Nonlinear dynamics 2024, Vol.112 (2), p.1291-1306
Hauptverfasser:	Peng, Xue, Zhao, Yi-Wei, Lü, Xing
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Automotive Engineering Boundary conditions Classical Mechanics Control Dynamical Systems Engineering Exponential functions Group velocity Initial conditions Luminous intensity Mechanical Engineering Neural networks Numerical methods Optical communication Optical fibers Optical pulses Original Paper Parameter robustness Phase modulation Refractivity Robustness (mathematics) Schrodinger equation Solitary waves Vibration
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