11 citations · 21 across the 4 of their papers we have counts for
4 papers
Robustness of the solitons against perturbations in certain nonlocal nonlinear Schrödinger type equations in Nonlinear Physics
M. D. Sreelakshmi, N. Sinthuja, N. Vishnu Priya +1
The nonlocal nonlinear evolution equations describe phenomena in which wave evolution is influenced by local and nonlocal spatial and temporal variables. These equations have opene…
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…
Predicting positon solutions of a family of Nonlinear Schrödinger equations through Deep Learning algorithm
K. Thulasidharan, N. Vishnu Priya, S. Monisha +1
We consider a hierarchy of nonlinear Schrödinger equations (NLSEs) and forecast the evolution of positon solutions using a deep learning approach called Physics Informed Neural Net…
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…