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20202025
most citedFormation of rogue waves on the periodic background in a fifth-order nonlinear Schrödinger equation

22 citations · 38 across the 10 of their papers we have counts for

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nlin.PS2024

On examining the predictive capabilities of two variants of PINN in validating localised wave solutions in the generalized nonlinear Schrödinger equation

Thulasidharan K., Sinthuja N., Vishnu Priya N. +1

We introduce a novel neural network structure called Strongly Constrained Theory-Guided Neural Network (SCTgNN), to investigate the behaviours of the localized solutions of the gen…