World's Best Scientists 2026 revealed!
Huai-Ning Wu

Huai-Ning Wu

D-Index & Metrics

Electronics and Electrical Engineering

D-Index
66
Citations
13042
World Ranking
1175
National Ranking
206

Overview

Huai-Ning Wu is affiliated with Beihang University in China and has a significant body of research primarily in engineering and computer science. Their work focuses extensively on control systems, neural networks, and the stability and controllability of nonlinear dynamic systems.

The scientist has contributed to multiple fields of study including:

  • Engineering
  • Computer Science

Within these broad areas, their subfields of expertise encompass:

  • Control and Systems Engineering
  • Computer Networks and Communications
  • Computational Theory and Mathematics
  • Aerospace Engineering
  • Electrical and Electronic Engineering

Key research topics addressed by Huai-Ning Wu involve:

  • Stability and Controllability of Differential Equations
  • Neural Networks Stability and Synchronization
  • Distributed Control Multi-Agent Systems
  • Stability and Control of Uncertain Systems
  • Adaptive Control of Nonlinear Systems
  • Advanced Memory and Neural Computing
  • Advanced Mathematical Modeling in Engineering

Recent scholarly articles authored by Huai-Ning Wu include:

  • "Consensus and H Consensus of Nonlinear Second-Order Multi-Agent Systems" (2020), published in IEEE Transactions on Network Science and Engineering
  • "Finite-Time Output Synchronization and H Output Synchronization of Coupled Neural Networks With Multiple Output Couplings" (2020), published in IEEE Transactions on Cybernetics
  • "Quantized Sampled-Data Synchronization of Delayed Reaction-Diffusion Neural Networks Under Spatially Point Measurements" (2020), published in IEEE Transactions on Cybernetics
  • "ResLNet: deep residual LSTM network with longer input for action recognition" (2022), published in Frontiers of Computer Science
  • "Recent Advances on Dynamical Behaviors of Coupled Neural Networks With and Without Reaction-Diffusion Terms" (2020), published in IEEE Transactions on Neural Networks and Learning Systems

Huai-Ning Wu has frequently published in the following venues:

  • IEEE Transactions on Fuzzy Systems
  • IEEE Transactions on Cybernetics
  • Neurocomputing
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE Transactions on Aerospace and Electronic Systems

The scientist collaborates regularly with peers such as Zipeng Wang, Tingwen Huang, Jin-Liang Wang, Junfei Qiao, and Feng-Liang Zhao. These co-authors have appeared in multiple joint publications, contributing to sustained research efforts in control engineering and neural networks.

Best Publications

  • Off-Policy Reinforcement Learning for $ H_\infty $ Control Design

    Biao Luo;Huai-Ning Wu;Tingwen Huang

  • Mode-independent robust stabilization for uncertain Markovian jump nonlinear systems via fuzzy control

    Huai-Ning Wu;Kai-Yuan Cai

  • New Approach to Delay-Dependent Stability Analysis and Stabilization for Continuous-Time Fuzzy Systems With Time-Varying Delay

    Huai-Ning Wu;Han-Xiong Li

  • Data-based approximate policy iteration for affine nonlinear continuous-time optimal control design

    Biao Luo;Huai-Ning Wu;Tingwen Huang;Derong Liu

  • Passivity-based synchronization of a class of complex dynamical networks with time-varying delay

    Jin-Liang Wang;Huai-Ning Wu;Tingwen Huang

  • Neural Network Based Online Simultaneous Policy Update Algorithm for Solving the HJI Equation in Nonlinear $H_{\infty}$ Control

    Huai-Ning Wu;Biao Luo

  • Pinning Control Strategies for Synchronization of Linearly Coupled Neural Networks With Reaction–Diffusion Terms

    Jin-Liang Wang;Huai-Ning Wu;Tingwen Huang;Shun-Yan Ren

  • Pinning Control for Synchronization of Coupled Reaction-Diffusion Neural Networks With Directed Topologies

    Jin-Liang Wang;Huai-Ning Wu;Tingwen Huang;Shun-Yan Ren

  • Policy Gradient Adaptive Dynamic Programming for Data-Based Optimal Control

    Biao Luo;Derong Liu;Huai-Ning Wu;Ding Wang

  • On Fuzzy Sampled-Data Control of Chaotic Systems Via a Time-Dependent Lyapunov Functional Approach

    Zi-Peng Wang;Huai-Ning Wu

  • Fuzzy Boundary Control Design for a Class of Nonlinear Parabolic Distributed Parameter Systems

    Huai-Ning Wu;Jun-Wei Wang;Han-Xiong Li

  • Synchronization and adaptive control of an array of linearly coupled reaction-diffusion neural networks with hybrid coupling.

    Jin-Liang Wang;Huai-Ning Wu

  • H $_{\infty}$ Fuzzy Observer-Based Control for a Class of Nonlinear Distributed Parameter Systems With Control Constraints

    Huai-Ning Wu;Han-Xiong Li

  • Passivity and Output Synchronization of Complex Dynamical Networks With Fixed and Adaptive Coupling Strength

    Jin-Liang Wang;Huai-Ning Wu;Tingwen Huang;Shun-Yan Ren

  • Static output feedback control via PDE boundary and ODE measurements in linear cascaded ODE-beam systems

    Huai-Ning Wu;Jun-Wei Wang

  • Adaptive Optimal Control of Highly Dissipative Nonlinear Spatially Distributed Processes With Neuro-Dynamic Programming

    Biao Luo;Huai-Ning Wu;Han-Xiong Li

  • Design of distributed H∞ fuzzy controllers with constraint for nonlinear hyperbolic PDE systems

    Huai-Ning Wu;Jun-Wei Wang;Han-Xiong Li

  • Leader-following formation control of multi-agent systems under fixed and switching topologies

    Jin-Liang Wang;Huai-Ning Wu

  • Passivity and Synchronization of Linearly Coupled Reaction-Diffusion Neural Networks With Adaptive Coupling

    Jin-Liang Wang;Huai-Ning Wu;Tingwen Huang;Shun-Yan Ren

  • Event-Triggered Optimal Control With Performance Guarantees Using Adaptive Dynamic Programming

    Biao Luo;Yin Yang;Derong Liu;Huai-Ning Wu

  • Reliable $rm H_infty $ Fuzzy Control for Continuous-Time Nonlinear Systems With Actuator Failures

    Huai-Ning Wu;Hong-Yue Zhang

Frequent Co-Authors

Tingwen Huang
Tingwen Huang Shenzhen Institutes of Advanced Technology
Han-Xiong Li
Han-Xiong Li City University of Hong Kong
Derong Liu
Derong Liu University of Illinois at Chicago
Changyin Sun
Changyin Sun Southeast University
Peng Shi
Peng Shi University of Adelaide
Mohammed Chadli
Mohammed Chadli University of Paris-Saclay
Frank L. Lewis
Frank L. Lewis The University of Texas at Arlington
Ding Wang
Ding Wang Beijing University of Technology

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