Chao Zhang

About Chao Zhang

Chao Zhang, With an exceptional h-index of 16 and a recent h-index of 13 (since 2020), a distinguished researcher at Dalian University of Technology, specializes in the field of machine learning、random matrix.

His recent articles reflect a diverse array of research interests and contributions to the field:

Zero-order fuzzy neural network with adaptive fuzzy partition and its applications on high-dimensional problems

Active learning framework for tunnel geological reconstruction based on TBM operational data

Accelerated doubly stochastic gradient algorithm for large-scale empirical risk minimization

RSAL-iMFS: A framework of randomized stacking with active learning for incremental multi-fidelity surrogate modeling

First-Order Sparse TSK Nonstationary Fuzzy Neural Network Based on the Mean Shift Algorithm and the Group Lasso Regularization

A new oversampling method based on triangulation of sample space

Coding method based on fuzzy C-Means clustering for spiking neural network with triangular spike response function

Revisiting PINNs: Generative adversarial physics-informed neural networks and point-weighting method

Chao Zhang Information

University

Position

___

Citations(all)

1146

Citations(since 2020)

961

Cited By

421

hIndex(all)

16

hIndex(since 2020)

13

i10Index(all)

22

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Chao Zhang Skills & Research Interests

machine learning、random matrix

Top articles of Chao Zhang

Title

Journal

Author(s)

Publication Date

Zero-order fuzzy neural network with adaptive fuzzy partition and its applications on high-dimensional problems

Neurocomputing

Bingjie Zhang

Jian Wang

Chao Zhang

Jie Yang

Tufan Kumbasar

...

2024/2/7

Active learning framework for tunnel geological reconstruction based on TBM operational data

Automation in Construction

Hao Wang

Lixue Liu

Maolin Shi

Jie Yang

Xueguan Song

...

2024/2/1

Accelerated doubly stochastic gradient algorithm for large-scale empirical risk minimization

arXiv preprint arXiv:2304.11665

Zebang Shen

Hui Qian

Tongzhou Mu

Chao Zhang

2023/4/23

RSAL-iMFS: A framework of randomized stacking with active learning for incremental multi-fidelity surrogate modeling

Engineering Applications of Artificial Intelligence

Zongqi Liu

Xueguan Song

Chao Zhang

Yunsheng Ma

Dacheng Tao

2023/4/1

First-Order Sparse TSK Nonstationary Fuzzy Neural Network Based on the Mean Shift Algorithm and the Group Lasso Regularization

Mathematics

Bingjie Zhang

Jian Wang

Xiaoling Gong

Zhanglei Shi

Chao Zhang

...

2024

A new oversampling method based on triangulation of sample space

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Yueqi Chen

Witold Pedrycz

Jian Wang

Chao Zhang

Jie Yang

2023/10/13

Coding method based on fuzzy C-Means clustering for spiking neural network with triangular spike response function

IEEE Transactions on Fuzzy Systems

Fang Liu

Witold Pedrycz

Chao Zhang

Jie Yang

Wei Wu

2023/5/25

Revisiting PINNs: Generative adversarial physics-informed neural networks and point-weighting method

arXiv preprint arXiv:2205.08754

Wensheng Li

Chao Zhang

Chuncheng Wang

Hanting Guan

Dacheng Tao

2022/5/18

GAN-MDF: An enabling method for multifidelity data fusion

IEEE Internet of Things Journal

Lixue Liu

Xueguan Song

Chao Zhang

Dacheng Tao

2022/1/11

Generative adversarial network for geological prediction based on TBM operational data

Mechanical Systems and Signal Processing

Chao Zhang

Minming Liang

Xueguan Song

Lixue Liu

Hao Wang

...

2022/1/1

AL-iGAN: An Active Learning Framework for Tunnel Geological Reconstruction Based on TBM Operational Data

arXiv preprint arXiv:2212.00965

Hao Wang

Lixue Liu

Xueguan Song

Chao Zhang

Dacheng Tao

2022/12/2

Self-adaptive training: Bridging supervised and self-supervised learning

IEEE transactions on pattern analysis and machine intelligence

Lang Huang

Chao Zhang

Hongyang Zhang

2022/10/28

SCGAN: stacking-based generative adversarial networks for multi-fidelity surrogate modeling

Structural and Multidisciplinary Optimization

Chao Zhang

Lixue Liu

Hao Wang

Xueguan Song

Dacheng Tao

2022/6

A new oversampling method based on the classification contribution degree

Symmetry

Zhenhao Jiang

Tingting Pan

Chao Zhang

Jie Yang

2021/1/26

Designing a shape–performance integrated digital twin based on multiple models and dynamic data: a boom crane example

Journal of Mechanical Design

Xiaonan Lai

Shuo Wang

Zhenggang Guo

Chao Zhang

Wei Sun

...

2021/7/1

GAN-MDF: A Method for Multi-fidelity Data Fusion in Digital Twins

arXiv preprint arXiv:2106.14655

Lixue Liu

Chao Zhang

Dacheng Tao

2021/6/24

Hierarchical regression framework for multi-fidelity modeling

Knowledge-Based Systems

Yueqi Xu

Xueguan Song

Chao Zhang

2021/1/5

Dimension-free bounds for largest singular values of matrix Gaussian series

Communications in Statistics-Theory and Methods

Xianjie Gao

Chao Zhang

Hongwei Zhang

2021/5/19

Real-time forecast models for TBM load parameters based on machine learning methods

arXiv preprint arXiv:2104.06353

Xianjie Gao

Xueguan Song

Maolin Shi

Chao Zhang

Hongwei Zhang

2021/4/12

Dynamic instability analysis of a spring-loaded pressure safety valve connected to a pipe by using computational fluid dynamics methods

Journal of Pressure Vessel Technology

Fengjie Zheng

Chaoyong Zong

Chao Zhang

Xueguan Song

Fuzheng Qu

...

2021/8/1

See List of Professors in Chao Zhang University(Dalian University of Technology)

Co-Authors

academic-engine