Qi Zhou

About Qi Zhou

Qi Zhou, With an exceptional h-index of 30 and a recent h-index of 29 (since 2020), a distinguished researcher at Huazhong University of Science and Technology, specializes in the field of Robust optimization, Design under uncertainty, Multi-fidelity surrogate, Fault diagnosis.

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

Multi-objective constrained robust design of a metamaterial vibration isolator with a limited budget

Deep continuous convolutional networks for fault diagnosis

Weld beads and defects automatic identification, localization, and size calculation based on a lightweight fully convolutional neural network

Real-time laser keyhole welding penetration state monitoring based on adaptive fusion images using convolutional neural networks

Imbalanced data generation and fusion for in-situ monitoring of laser powder bed fusion

In situ quality inspection with layer-wise visual images based on deep transfer learning during selective laser melting

A variable-fidelity multi-objective optimization method for aerospace structural design optimization

Parallel multi-objective Bayesian optimization approaches based on multi-fidelity surrogate modeling

Qi Zhou Information

University

Position

Associate Professor /Visiting scholar at GT/ICL

Citations(all)

3149

Citations(since 2020)

2791

Cited By

1044

hIndex(all)

30

hIndex(since 2020)

29

i10Index(all)

84

i10Index(since 2020)

79

Email

University Profile Page

Huazhong University of Science and Technology

Google Scholar

View Google Scholar Profile

Qi Zhou Skills & Research Interests

Robust optimization

Design under uncertainty

Multi-fidelity surrogate

Fault diagnosis

Top articles of Qi Zhou

Title

Journal

Author(s)

Publication Date

Multi-objective constrained robust design of a metamaterial vibration isolator with a limited budget

Journal of Engineering Design

Hua Wei

Qi Zhou

Tom Dhaene

Ivo Couckuyt

2024/1/23

Deep continuous convolutional networks for fault diagnosis

Knowledge-Based Systems

Xufeng Huang

Tingli Xie

Jinhong Wu

Qi Zhou

Jiexiang Hu

2024/5/23

Weld beads and defects automatic identification, localization, and size calculation based on a lightweight fully convolutional neural network

Optics & Laser Technology

Wang Cai

LeShi Shu

ShaoNing Geng

Qi Zhou

LongChao Cao

2024/3/1

Real-time laser keyhole welding penetration state monitoring based on adaptive fusion images using convolutional neural networks

Journal of Intelligent Manufacturing

Wang Cai

Ping Jiang

LeShi Shu

ShaoNing Geng

Qi Zhou

2023/3/1

Imbalanced data generation and fusion for in-situ monitoring of laser powder bed fusion

Mechanical Systems and Signal Processing

Jingchang Li

Longchao Cao

Huaping Liu

Qi Zhou

Xiangdong Zhang

...

2023/9/15

In situ quality inspection with layer-wise visual images based on deep transfer learning during selective laser melting

Journal of Intelligent Manufacturing

Jingchang Li

Qi Zhou

Xufeng Huang

Menglei Li

Longchao Cao

2023/2/1

A variable-fidelity multi-objective optimization method for aerospace structural design optimization

Engineering Optimization

Tao Xue

Long Chen

Jiexiang Hu

Qi Zhou

2023/7/3

Parallel multi-objective Bayesian optimization approaches based on multi-fidelity surrogate modeling

Aerospace Science and Technology

Quan Lin

Jiexiang Hu

Qi Zhou

2023/12/1

A multi-objective bayesian optimization approach based on variable-fidelity multi-output metamodeling

Structural and Multidisciplinary Optimization

Quan Lin

Anran Zheng

Jiexiang Hu

Leshi Shu

Qi Zhou

2023/5

Three-dimensional hybrid fusion networks for current-based bearing fault diagnosis

Measurement Science and Technology

Xufeng Huang

Tingli Xie

Jiexiang Hu

Qi Zhou

2023/11/16

A bi-fidelity Bayesian optimization method for multi-objective optimization with a novel acquisition function

Structural and Multidisciplinary Optimization

Kaiqin Xu

Leshi Shu

Linjun Zhong

Ping Jiang

Qi Zhou

2023/3

A structurally re-parameterized convolution neural network-based method for gearbox fault diagnosis in edge computing scenarios

Engineering Applications of Artificial Intelligence

Yanzhi Wang

Jinhong Wu

Ziyang Yu

Jiexiang Hu

Qi Zhou

2023/11/1

Angular disturbance prediction for countermeasure launcher in active protection system of moving armored vehicle based on an ensemble learning method

Defence Technology

Chun-ming Li

Guang-hui Wang

Hai-ping Song

Xu-feng Huang

Qi Zhou

2023/3/1

A deep learning-based multi-fidelity optimization method for the design of acoustic metasurface

Engineering with Computers

Jinhong Wu

Xingxing Feng

Xuan Cai

Xufeng Huang

Qi Zhou

2023/10

Transfer learning based on improved stacked autoencoder for bearing fault diagnosis

Knowledge-Based Systems

Shuyang Luo

Xufeng Huang

Yanzhi Wang

Rongmin Luo

Qi Zhou

2022/11/28

Real-time identification of molten pool and keyhole using a deep learning-based semantic segmentation approach in penetration status monitoring

Journal of Manufacturing Processes

Wang Cai

Ping Jiang

Leshi Shu

Shaoning Geng

Qi Zhou

2022/4/1

A probability of improvement-based multi-fidelity robust optimization approach for aerospace products design

Aerospace Science and Technology

Quan Lin

Lintao Gong

Yunlong Zhang

Meng Kou

Qi Zhou

2022/9/1

Multi-fidelity Surrogate Assisted Reliability Design Optimization

Qi Zhou

Min Zhao

Jiexiang Hu

Mengying Ma

2022/11/8

Gradient-enhanced multi-output gaussian process model for simulation-based engineering design

AIAA Journal

Quan Lin

Jiexiang Hu

Lili Zhang

Peng Jin

Yuansheng Cheng

...

2022/1

Multi-fidelity Surrogate Assisted Efficient Global Optimization

Qi Zhou

Min Zhao

Jiexiang Hu

Mengying Ma

2022/11/8

See List of Professors in Qi Zhou University(Huazhong University of Science and Technology)

Co-Authors

H-index: 44
Ping Jiang

Ping Jiang

Huazhong University of Science and Technology

H-index: 35
Xueguan Song (宋学官)

Xueguan Song (宋学官)

Dalian University of Technology

H-index: 32
Zhen Hu

Zhen Hu

University of Michigan-Dearborn

H-index: 30
Ivo Couckuyt

Ivo Couckuyt

Universiteit Gent

H-index: 23
Seung-Kyum Choi

Seung-Kyum Choi

Georgia Institute of Technology

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