Deep learning soliton dynamics and complex potentials recognition for 1D and 2D PT-symmetric saturable nonlinear Schrödinger equations

J Song, Z Yan - Physica D: Nonlinear Phenomena, 2023 - Elsevier
In this paper, we firstly extend the physics-informed neural networks (PINNs) to learn data-
driven stationary and non-stationary solitons of 1D and 2D saturable nonlinear Schrödinger …

Data driven soliton solution of the nonlinear Schrödinger equation with certain PT-symmetric potentials via deep learning

J Meiyazhagan, K Manikandan… - … Journal of Nonlinear …, 2022 - pubs.aip.org
We investigate the physics informed neural network method, a deep learning approach, to
approximate soliton solution of the nonlinear Schrödinger equation with parity time …

Manipulating two-dimensional solitons in inhomogeneous nonlinear Schrödinger equation with power-law nonlinearity under PT-symmetric Rosen–Morse and …

K Manikandan, JB Sudharsan - Optik, 2022 - Elsevier
We construct two-dimensional soliton solutions for the inhomogeneous nonlinear
Schrödinger (NLS) equation with power-law nonlinearity in two different types of parity-time …

Multiphase solutions of nonlocal symmetric reductions of equations of the AKNS hierarchy: general analysis and simplest examples

VB Matveev, AO Smirnov - Theoretical and Mathematical Physics, 2020 - Springer
We consider nonlocal symmetries that all or all even (all odd) equations of the AKNS
hierarchy have. We construct examples of solutions simultaneously satisfying several …

Stabilization of solitons in collisionally inhomogeneous higher-order nonlinear media with -symmetric harmonic-Gaussian potential with unbounded gain-loss …

JB Sudharsan, K Manikandan, D Aravinthan - The European Physical …, 2022 - Springer
We explore the existence of stable optical soliton in collisionally inhomogeneous cubic,
quintic and septimal nonlinear Schrödinger equation with the presence of a\(\mathcal …

Coupled Helmholtz equations: Chirped solitary waves

N Saha, B Roy, A Khare - Chaos: An Interdisciplinary Journal of …, 2021 - pubs.aip.org
We investigate the existence and stability properties of chirped gray and anti-dark solitary
waves within the framework of a coupled cubic nonlinear Helmholtz equation in the …

[PDF][PDF] Finite-gap solutions of nonlocal equations in Ablowitz-Kaup-Newell-Segur hierarchy

AO Smirnov, VB Matveev - Ufa Math. J., 2021 - matem.anrb.ru
Nonlinear nonlocal models exist in many fields of physics. The most known of them are
models possessing PΤ-symmetries. Apart of PΤ-symmetric models, nonlocal models with …

Dynamical behaviour of solitons in a 𝒫𝒯-invariant nonlocal nonlinear Schrödinger equation with distributed coefficients

K Manikandan, S Stalin, M Senthilvelan - The European Physical Journal …, 2018 - Springer
We present one-, two-and three-soliton solutions of a parity-time (𝒫𝒯)-invariant nonlocal
nonlinear Schrödinger (NNLS) equation with distributed coefficients, namely dispersion …

The simplest oscillating solutions of nonlocal nonlinear models

AO Smirnov, EE Aman - Journal of Physics: Conference Series, 2019 - iopscience.iop.org
In their recent works, Ablowitz and Musslimani proposed a new type of integrable nonlinear
equations–nonlocal analogues of the nonlinear Schrödinger equation, the modified …

Многофазные решения нелокальных симметричных редукций уравнений иерархии АКНС: общий анализ и простейшие примеры

ВБ Матвеев, АО Смирнов - Теоретическая и математическая физика, 2020 - mathnet.ru
Рассмотрены нелокальные симметрии, которыми обладают все или все четные (все
нечетные) уравнения из иерархии АКНС. Построены примеры решений …