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Published in 2022 at "Chaos"
DOI: 10.1063/5.0086038
Abstract: We investigate the physics informed neural network method, a deep learning approach, to approximate soliton solution of the nonlinear Schrödinger equation with parity time symmetric potentials. We consider three different parity time symmetric potentials, namely,…
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Keywords:
symmetric potentials;
soliton solution;
deep learning;
equation ... See more keywords
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Published in 2025 at "Chaos"
DOI: 10.1063/5.0282090
Abstract: Soliton propagation of laser radiation in various nonlinear media is of great importance because of its numerous applications. Active periodic structures with parity-time symmetry provide the possibility for the solitons generation due to the balance…
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Keywords:
quasi soliton;
soliton solution;
solution;
model ... See more keywords
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Published in 2017 at "Chinese Physics Letters"
DOI: 10.1088/0256-307x/34/7/070202
Abstract: The general bright-dark mixed N-soliton solution of the two-dimensional Maccari system is obtained with the KP hierarchy reduction method. The dynamics of single and two solitons are discussed in detail. Asymptotic analysis shows that two…
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Keywords:
solution two;
mixed soliton;
two dimensional;
bright dark ... See more keywords
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Published in 2024 at "Physica Scripta"
DOI: 10.1088/1402-4896/ad5ec4
Abstract: The goal of this study is to investigate to optical soliton solution of the nonlinear coupled space-time Schrödinger equation using the Beta derivative and Sine-Gordon Expansion Method. All calculations in this study are made using…
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Keywords:
optical soliton;
soliton solution;
schr dinger;
dinger equation ... See more keywords