Concepedia

Juncai Pu

JP

13

Publications

656

Citations

13

H-Index

2018

Active since

Affiliations

East China Normal University(Current)

Shandong University of Science and Technology

Shanghai Key Laboratory of Trustworthy Computing

Zhejiang Normal University

Institute of Applied Physics and Computational Mathematics

Juncai Pu is an author at East China Normal University specializing in physics, engineering, and inverse problems.

Top concepts

PhysicsEngineeringDeep LearningInverse ProblemsMachine LearningNonlinear DynamicsBiophysicsWave TheoryData ScienceApplied Physics

Publications per year

2018–2024

13

Publications

13

Solving localized wave solutions of the derivative nonlinear Schrödinger equation using an improved PINN method

Juncai Pu, Jun Li, Yong Chen · Nonlinear Dynamics · 2021 · 116 citations

Physics, Nonlinear Wave Propagation, Wave Solutions +4

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

Wei‐Qi Peng, Juncai Pu, Yong Chen · Communications in Nonlinear Science and Numerical Simulation · 2021 · 116 citations · Full text

Periodic Background, Engineering, Physics +6

Soliton, breather, and rogue wave solutions for solving the nonlinear Schrödinger equation using a deep learning method with physical constraints*

Juncai Pu, Jun Li, Yong Chen · Chinese Physics B · 2021 · 104 citations

Engineering, Machine Learning, Physics +11

Data-driven vector localized waves and parameters discovery for Manakov system using deep learning approach

Juncai Pu, Yong Chen · Chaos Solitons & Fractals · 2022 · 74 citations · Full text

Engineering, Machine Learning, Data Science +10

Lax pairs informed neural networks solving integrable systems

Juncai Pu, Yong Chen · Journal of Computational Physics · 2024 · 37 citations

Artificial Intelligence, Nonlinear System Identification, Complex Dynamic System +1

Rows per page

1–5 of 13