Zhen Hu

Zhen Hu

University of Michigan

H-index: 32

North America-United States

About Zhen Hu

Zhen Hu, With an exceptional h-index of 32 and a recent h-index of 28 (since 2020), a distinguished researcher at University of Michigan, specializes in the field of Design Under Uncertainty, Bayesian Statistics, Uncertainty Quantification, Machine Learning, Additive Manufacturing.

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

Vehicle Crashworthiness Performance Prediction Through Fusion of Multiple Data Sources

A Physics-Constrained Bayesian neural network for battery remaining useful life prediction

A recursive inference method based on invertible neural network for multi-level model updating using video monitoring data

Bayes risk-based mission planning of Unmanned Aerial Vehicles for autonomous damage inspection

Efficient Reliability-Based Path Planning of Off-Road Autonomous Ground Vehicles Through the Coupling of Surrogate Modeling and RRT

A Hybrid Surrogate Modeling Method for Corrosion Morphology Prediction Under Non-Stationary Dynamic Loading

Reliable global path planning of off-road autonomous ground vehicles under uncertain terrain conditions

An optimal sensor design framework accounting for sensor reliability over the structural life cycle

Zhen Hu Information

University

Position

___

Citations(all)

4028

Citations(since 2020)

3116

Cited By

2022

hIndex(all)

32

hIndex(since 2020)

28

i10Index(all)

75

i10Index(since 2020)

69

Email

University Profile Page

University of Michigan

Google Scholar

View Google Scholar Profile

Zhen Hu Skills & Research Interests

Design Under Uncertainty

Bayesian Statistics

Uncertainty Quantification

Machine Learning

Additive Manufacturing

Top articles of Zhen Hu

Title

Journal

Author(s)

Publication Date

Vehicle Crashworthiness Performance Prediction Through Fusion of Multiple Data Sources

Journal of Mechanical Design

Jice Zeng

Ying Zhao

Guosong Li

Zhenyan Gao

Yang Li

...

2024/5/1

A Physics-Constrained Bayesian neural network for battery remaining useful life prediction

Applied Mathematical Modelling

David A Najera-Flores

Zhen Hu

Mayank Chadha

Michael D Todd

2023/10/1

A recursive inference method based on invertible neural network for multi-level model updating using video monitoring data

Mechanical Systems and Signal Processing

Jice Zeng

Michael D Todd

Zhen Hu

2023/11/15

Bayes risk-based mission planning of Unmanned Aerial Vehicles for autonomous damage inspection

Mechanical Systems and Signal Processing

Jice Zeng

Zihan Wu

Michael D Todd

Zhen Hu

2023/3/15

Efficient Reliability-Based Path Planning of Off-Road Autonomous Ground Vehicles Through the Coupling of Surrogate Modeling and RRT

IEEE Transactions on Intelligent Transportation Systems

Jianhua Yin

Zhen Hu

Zissimos P Mourelatos

David Gorsich

Amandeep Singh

...

2023/7/25

A Hybrid Surrogate Modeling Method for Corrosion Morphology Prediction Under Non-Stationary Dynamic Loading

STRUCTURAL HEALTH MONITORING 2023

GUOFENG QIAN

DAVID NAJERA-FLORES

ZHEN HU

MICHAEL D TODD

2023

Reliable global path planning of off-road autonomous ground vehicles under uncertain terrain conditions

IEEE Transactions on Intelligent Vehicles

Jianhua Yin

Lingxi Li

Zissimos P Mourelatos

Yixuan Liu

David Gorsich

...

2023/9/22

An optimal sensor design framework accounting for sensor reliability over the structural life cycle

Mechanical Systems and Signal Processing

Yichao Yang

Mayank Chadha

Zhen Hu

Michael D Todd

2023/11/1

Probabilistic damage detection using a new likelihood-free Bayesian inference method

Journal of Civil Structural Health Monitoring

Jice Zeng

Michael D Todd

Zhen Hu

2023/3

Automated Crack Detection for Underwater Inspection of Miter Gates with Unmanned Underwater Vehicle

STRUCTURAL HEALTH MONITORING 2023

ZIHAN WU

ZHEN HU

MICHAEL D TODD

JICE ZENG

2023

Probabilistic Model Updating for Structural Health Monitoring Using a Likelihood-Free Bayesian Inference Method

Jice Zeng

Michael D Todd

Zhen Hu

2023/6/5

Machine learning-enabled calibration of river routing model parameters

Journal of Hydroinformatics

Ying Zhao

Mayank Chadha

Nicholas Olsen

Elissa Yeates

Josh Turner

...

2023/9/1

Special issue on advanced optimization enabling digital twin technology

Chao Hu

Zhen Hu

Pai Zheng

Taejin Kim

Vicente A González

...

2023/10

Surrogate modeling of nonlinear dynamic systems: a comparative study

Journal of Computing and Information Science in Engineering

Ying Zhao

Chen Jiang

Manuel A Vega

Michael D Todd

Zhen Hu

2023/2/1

A comprehensive review of digital twin—part 2: roles of uncertainty quantification and optimization, a battery digital twin, and perspectives

Adam Thelen

Xiaoge Zhang

Olga Fink

Yan Lu

Sayan Ghosh

...

2023/1

Optimal Sensor Placement Considering Operational Sensor Failures for Structural Health Monitoring Applications

Mayank Chadha

Yichao Yang

Zhen Hu

Michael D Todd

2023/6/5

Additive Gaussian Process Regression for Metamodeling in High-Dimensional Problems

Anh Tran

Kathryn Maupin

Ankush Kumar Mishra

Zhen Hu

Chao Hu

2023/8/20

Physics-based corrosion reliability analysis of miter gates using multi-scale simulations and adaptive surrogate modeling

Mechanical Systems and Signal Processing

Guofeng Qian

Zhen Hu

Michael D Todd

2023/10/1

Uncertainty quantification in machine learning for engineering design and health prognostics: A tutorial

arXiv preprint arXiv:2312.16763

Simon W McKnight

Aidan OT Hogg

Vincent W Neo

Patrick A Naylor

2023/12/28

Model-Based Inspection Planning for Large-Scale Structures Using Unmanned Aerial Vehicles

Zihan Wu

Jice Zeng

Zhen Hu

Michael D Todd

2023/6/5

See List of Professors in Zhen Hu University(University of Michigan)

Co-Authors

H-index: 77
Mark Horstemeyer

Mark Horstemeyer

Liberty University

H-index: 51
Michael Todd

Michael Todd

University of California, San Diego

H-index: 37
Chao Hu

Chao Hu

Iowa State University

H-index: 32
Zissimos P. Mourelatos

Zissimos P. Mourelatos

Oakland University

H-index: 30
Qi Zhou

Qi Zhou

Huazhong University of Science and Technology

H-index: 24
Dimitrios Papadimitriou

Dimitrios Papadimitriou

Oakland University

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