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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…
nlin.PS2024★ 11 cited
Degenerate soliton solutions and their interactions in coupled Hirota equation with trivial and nontrivial background
S. Monisha, N. Vishnu Priya, M. Senthilvelan
We construct two kinds of degenerate soliton solutions, one on the zero background and another on the plane wave background for the coupled Hirota equation. In the case of zero bac…