Kai Zhou

Kai Zhou

Michigan Technological University

H-index: 14

North America-United States

About Kai Zhou

Kai Zhou, With an exceptional h-index of 14 and a recent h-index of 13 (since 2020), a distinguished researcher at Michigan Technological University, specializes in the field of Structural Health Monitoring, Vibration and Noise Control, Smart Materials and Structures.

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

Harnessing Collaborative Learning Automata to Guide Multi-objective Optimization based Inverse Analysis for Structural Damage Identification

Knowledge-informed deep networks for robust fault diagnosis of rolling bearings

Piezoelectric impedance-based high-accuracy damage identification using sparsity conscious multi-objective optimization inverse analysis

On-Orbit Dynamic Thermal Modeling of Large Deployable Mesh Reflectors

Convolutional Dimension-Reduction with Knowledge Reasoning for Reliability Approximations of Structures under High-Dimensional Spatial Uncertainties

Structural damage identification using piezoelectric impedance sensing with enhanced optimization and enriched measurements

A wavelet neural network informed by time-domain signal preprocessing for bearing remaining useful life prediction

Semi-Supervised Autoencoder With Joint Loss Learning for Bearing Fault Detection

Kai Zhou Information

University

Position

___

Citations(all)

520

Citations(since 2020)

452

Cited By

144

hIndex(all)

14

hIndex(since 2020)

13

i10Index(all)

21

i10Index(since 2020)

19

Email

University Profile Page

Michigan Technological University

Google Scholar

View Google Scholar Profile

Kai Zhou Skills & Research Interests

Structural Health Monitoring

Vibration and Noise Control

Smart Materials and Structures

Top articles of Kai Zhou

Title

Journal

Author(s)

Publication Date

Harnessing Collaborative Learning Automata to Guide Multi-objective Optimization based Inverse Analysis for Structural Damage Identification

Applied Soft Computing

Yang Zhang

Kai Zhou

Jiong Tang

2024/4/30

Knowledge-informed deep networks for robust fault diagnosis of rolling bearings

Reliability Engineering & System Safety

Yunsheng Su

Luojie Shi

Kai Zhou

Guangxing Bai

Zequn Wang

2023/12/10

Piezoelectric impedance-based high-accuracy damage identification using sparsity conscious multi-objective optimization inverse analysis

Mechanical Systems and Signal Processing

Yang Zhang

Kai Zhou

Jiong Tang

2024/3/1

On-Orbit Dynamic Thermal Modeling of Large Deployable Mesh Reflectors

Na Tan

Deok-Oh Woo

Kai Zhou

Christian Kazoleas

Jiajun Zhang

...

2024

Convolutional Dimension-Reduction with Knowledge Reasoning for Reliability Approximations of Structures under High-Dimensional Spatial Uncertainties

Journal of Mechanical Design

Luojie Shi

Zhou Kai

Zequn Wang

2023/11/30

Structural damage identification using piezoelectric impedance sensing with enhanced optimization and enriched measurements

Yang Zhang

Joshua Dupont

Ting Wang

Kai Zhou

Jiong Tang

2023/4/18

A wavelet neural network informed by time-domain signal preprocessing for bearing remaining useful life prediction

Applied Mathematical Modelling

Kai Zhou

Jiong Tang

2023/6/3

Semi-Supervised Autoencoder With Joint Loss Learning for Bearing Fault Detection

Kai Zhou

Yang Zhang

Jiong Tang

2023/8/20

Damage identification using piezoelectric electromechanical impedance: a brief review from a numerical framework perspective

Pei Cao

Shengli Zhang

Zequn Wang

Kai Zhou

2023/4/1

Recent advances in uncertainty quantification in structural response characterization and system identification

Kai Zhou

Zequn Wang

Qingbin Gao

Sichen Yuan

Jiong Tang

2023/8/16

Deep convolutional generative adversarial network with semi-supervised learning enabled physics elucidation for extended gear fault diagnosis under data limitations

J Arun Pandian

K Kanchanadevi

Dhilip Kumar

Oana Geman

2023/2/2

Unmanned aerial vehicle-based computer vision for structural vibration measurement and condition assessment: A concise survey

Kai Zhou

Zequn Wang

Yi-Qing Ni

Yang Zhang

Jiong Tang

2023/6/1

Damage Detection of a Pressure Vessel with Smart Sensing and Deep Learning

IFAC-PapersOnLine

Yang Zhang

Qianyu Zhou

Kai Zhou

Jiong Tang

2023/1/1

Directed Gaussian process metamodeling with improved firefly algorithm (iFA) for composite manufacturing uncertainty propagation analysis

The International Journal of Advanced Manufacturing Technology

Amit Kumar Ball

Kai Zhou

Dong Xu

Dianyun Zhang

Jiong Tang

2023/5

A reinforcement learning hyper-heuristic in multi-objective optimization with application to structural damage identification

Structural and Multidisciplinary Optimization

Pei Cao

Yang Zhang

Kai Zhou

J Tang

2023/1

Joint loss learning-enabled semi-supervised autoencoder for bearing fault diagnosis under limited labeled vibration signals

Journal of Vibration and Control

Mingxuan Liang

Kai Zhou

2023/11

Enhanced feature extraction for machinery condition monitoring using recurrence plot and quantification measure

The International Journal of Advanced Manufacturing Technology

Kai Zhou

2022/12

Electropolymerized Molecularly Imprinted Polymer Synthesis Guided by an Integrated Data-Driven Framework for Cortisol Detection

ACS applied materials & interfaces

Grace Dykstra

Benjamin Reynolds

Riley Smith

Kai Zhou

Yixin Liu

2022/5/10

Uncertainty analysis of curing-induced dimensional variability of composite structures utilizing physics-guided Gaussian process meta-modeling

Composite Structures

Kai Zhou

Ryan Enos

Dianyun Zhang

Jiong Tang

2022/1/15

Order-Reduced Modeling-Based Multi-Level Damage Identification Using Piezoelectric Impedance Measurement

IFAC-PapersOnLine

Kai Zhou

Yang Zhang

Jiong Tang

2022/1/1

See List of Professors in Kai Zhou University(Michigan Technological University)

Co-Authors

H-index: 56
S. Pamir Alpay

S. Pamir Alpay

University of Connecticut

H-index: 39
Jiong Tang

Jiong Tang

University of Connecticut

H-index: 29
Richard Christenson

Richard Christenson

University of Connecticut

H-index: 24
Harry "Tripp" W Shenton

Harry "Tripp" W Shenton

University of Delaware

H-index: 14
Yixin Liu

Yixin Liu

Michigan Technological University

H-index: 7
Lesley Frame

Lesley Frame

University of Connecticut

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