Predicting the dynamic process and model parameters of vector optical solitons under coupled higher-order effects via WL-tsPINN-Reference-Cited by-同舟云学术

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Predicting the dynamic process and model parameters of vector optical solitons under coupled higher-order effects via WL-tsPINN

Published:2022-09 Issue: Volume:162 Page:112441
ISSN:0960-0779
Container-title:Chaos, Solitons & Fractals
language:en
Short-container-title:Chaos, Solitons & Fractals

Author:

Zhu Bo-Wei,Fang Yin,Liu Wei,Dai Chao-Qing

Funder

Zhejiang A and F University

Scientific Research Foundation of Zhejiang A and F University

National Natural Science Foundation of China

Natural Science Foundation of Zhejiang Province

Publisher

Elsevier BV

Subject

General Mathematics,General Physics and Astronomy,Statistical and Nonlinear Physics,Applied Mathematics

Reference34 articles.

1. Coupled spatial periodic waves and solitons in the photovoltaic photorefractive crystals;Dai;Nonlinear Dyn,2020

2. Chirped bright and kink solitons in nonlinear optical fibers with weak nonlocality and cubic-quantic-septic nonlinearity;Zhou;Chin Phys Lett,2022

3. Influence of parameters of optical fibers on optical soliton interactions;Zhou;Chin Phys Lett,2022

4. Influence of higher-order nonlinear effects on optical solitons of the complex swift-hohenberg model in the mode-locked fiber laser;Wang;Opt Laser Technol,2022

5. Symmetric and anti-symmetric solitons of the fractional second- and third-order nonlinear Schrödinger equation;Cao;Chin Phys Lett,2021

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1. Various exact solutions of the (4+1)-dimensional Boiti–Leon–Manna–Pempinelli-like equation by using bilinear neural network method;Chaos, Solitons & Fractals;2024-10

2. Stabilization of self-steepening optical solitons in a periodic PT-symmetric potential;Chaos, Solitons & Fractals;2024-08

3. Two-dimensional line defect lattice solitons in nonlinear fractional Schrödinger equation;Optics & Laser Technology;2024-08

4. Data-driven vector degenerate and nondegenerate solitons of coupled nonlocal nonlinear Schrödinger equation via improved PINN algorithm;Nonlinear Dynamics;2024-05-04

5. Data-driven forward-inverse problems of the 2-coupled mixed derivative nonlinear Schrödinger equation using deep learning;Nonlinear Dynamics;2024-05-04

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