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nlin.PS2024★ 10 cited
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…
nlin.PS2021
Penrose Instabilities and the Emergence of Rogue waves in Sasa-Satsuma equation
M. Pradeepa, N. Vishnu Priya, M. Senthilvelan
In this paper, we calculate the region of emergence of rogue waves in the Sasa-Satsuma equation by performing Penrose stability analysis. We consider Wigner-transformed Sasa-Satsum…