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A. Muniyappan

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#graph neural networks Open access Sep 2026

Analysis of nonlinear Schrödinger equations with anticubic nonlinearity in optical fiber systems via physics informed neural network (PINN)

The higher order nonlinear phenomena such as the anticubic nonlinearity have a major influence on the evolution, stability and localization of optical pulses and play a significant role in the evolution of nonlinear optical waves in dispersive media. Therefore, effective numerical approaches for solving these nonlinear...

A. Muniyappan, D. Devanandu, Mubeen Tajudeen M. et al. · 0 citations

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