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20192024
most citedPINN deep learning for the Chen-Lee-Liu equation: Rogue wave on the periodic background

131 citations · 244 across the 12 of their papers we have counts for

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8 papers · 1 filter

nlin.SI2023

Long time and Painlevé-type asymptotics for the defocusing Hirota equation with finite density initial data

Wei-Qi Peng, Yong Chen

In this work, we consider the Cauchy problem for the defocusing Hirota equation with a nonzero background \begin{align} \begin{cases} iq_{t}+α\left[q_{xx}-2\left(\left\vert q\right…

nlin.SI2023

Long-time asymptotics for the integrable nonlocal Lakshmanan-Porsezian-Daniel equation with decaying initial value problem

Wei-Qi Peng, Yong Chen

In this work, we study the Cauchy problem of integrable nonlocal Lakshmanan-Porsezian-Daniel equation with rapid attenuation of initial data. The basis Riemann-Hilbert problem of i…

nlin.SI2021★ 83 cited

-double poles solutions for nonlocal Hirota equation with nonzero boundary conditions using Riemann-Hilbert method and PINN algorithm

Wei-Qi Peng, Yong Chen

We systematically investigate the nonlocal Hirota equation with nonzero boundary conditions via Riemann-Hilbert method and multi-layer physics-informed neural networks algorithm. S…

nlin.SI2021

The data-driven localized wave solutions of the derivative nonlinear Schrodinger equation by using improved PINN approach

Juncai Pu, Weiqi Peng, Yong Chen

The research of the derivative nonlinear Schrodinger equation (DNLS) has attracted more and more extensive attention in theoretical analysis and physical application. The improved…

nlin.SI2021★ 131 cited

PINN deep learning for the Chen-Lee-Liu equation: Rogue wave on the periodic background

Weiqi Peng, Juncai Pu, Yong Chen

We consider the exact rogue periodic wave (rogue wave on the periodic background) and periodic wave solutions for the Chen-Lee-Liu equation via the odd-th order Darboux transformat…

nlin.SI2021★ 25 cited

Double and triple poles solutions for the Gerdjikov-Ivanov type of derivative nonlinear Schrödinger equation with zero/nonzero boundary conditions

Weiqi Peng, Yong Chen

In this work, the double and triple poles soliton solutions for the Gerdjikov-Ivanov(GI) type of derivative nonlinear Schrödinger equation with zero boundary conditions(ZBCs) and n…

nlin.SI2021

Bound-state soliton and rogue wave solutions for the sixth-order nonlinear Schrödinger equation via inverse scattering transform method

Weiqi Peng, Yong Chen

In this work, inverse scattering transform for the sixth-order nonlinear Schrödinger equation with both zero and nonzero boundary conditions at infinity is given, respectively. For…

nlin.SI2019★ 4 cited

Long-time asymptotics in the modified Landau-Lifshitz equation with nonzero boundary conditions

Wei-Qi Peng, Shou-Fu Tian

In this work, we consider the long-time asymptotics of the modified Landau-Lifshitz equation with nonzero boundary conditions (NZBCs) at infinity. The critical technique is the def…