Chao Hu

Chao Hu

Iowa State University

H-index: 37

North America-United States

About Chao Hu

Chao Hu, With an exceptional h-index of 37 and a recent h-index of 34 (since 2020), a distinguished researcher at Iowa State University, specializes in the field of Reliability-Based Design Optimization, Prognostics and Health Management, Battery State Estimation.

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

Reman Co-Design: A Combined Design and Remanufacturing Optimization Framework for the Sustainable Design of High-Value Components

Predicting battery lifetime under varying usage conditions from early aging data

Physics-informed machine learning for battery degradation diagnostics: A comparison of state-of-the-art methods

Federated learning with uncertainty-based client clustering for fleet-wide fault diagnosis

Joint Special Issue: Advances in Design and Manufacturing for Sustainability

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

Special issue on Physics-informed machine learning enabling fault feature extraction and robust failure prognosis

Multi-step ahead state estimation with hybrid algorithm for high-rate dynamic systems

Chao Hu Information

University

Position

Assistant Professor at

Citations(all)

5906

Citations(since 2020)

4276

Cited By

3102

hIndex(all)

37

hIndex(since 2020)

34

i10Index(all)

75

i10Index(since 2020)

67

Email

University Profile Page

Iowa State University

Google Scholar

View Google Scholar Profile

Chao Hu Skills & Research Interests

Reliability-Based Design Optimization

Prognostics and Health Management

Battery State Estimation

Top articles of Chao Hu

Title

Journal

Author(s)

Publication Date

Reman Co-Design: A Combined Design and Remanufacturing Optimization Framework for the Sustainable Design of High-Value Components

Journal of Mechanical Design

Mohammad Behtash

Xinyang Liu

Matthew Davied

Todd Thompson

Roger Burjes

...

2024/2/1

Predicting battery lifetime under varying usage conditions from early aging data

Cell Reports Physical Science

Tingkai Li

Zihao Zhou

Adam Thelen

David A Howey

Chao Hu

2024/4/17

Physics-informed machine learning for battery degradation diagnostics: A comparison of state-of-the-art methods

Energy Storage Materials

Sina Navidi

Adam Thelen

Tingkai Li

Chao Hu

2024/4/1

Federated learning with uncertainty-based client clustering for fleet-wide fault diagnosis

Mechanical Systems and Signal Processing

Hao Lu

Adam Thelen

Olga Fink

Chao Hu

Simon Laflamme

2024/3/15

Joint Special Issue: Advances in Design and Manufacturing for Sustainability

Journal of Mechanical Design

Mihaela Banu

Sara Behdad

Daniel Cooper

Karl Haapala

Chao Hu

...

2024/2/1

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

Special issue on Physics-informed machine learning enabling fault feature extraction and robust failure prognosis

Mechanical Systems and Signal Processing

Chao Hu

Kai Goebel

David Howey

Zhike Peng

Dong Wang

...

2023/6

Multi-step ahead state estimation with hybrid algorithm for high-rate dynamic systems

Mechanical Systems and Signal Processing

Matthew Nelson

Vahid Barzegar

Simon Laflamme

Chao Hu

Austin RJ Downey

...

2023/1/1

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

A physics-informed feature weighting method for bearing fault diagnostics

Mechanical Systems and Signal Processing

Hao Lu

Venkat Pavan Nemani

Vahid Barzegar

Cade Allen

Chao Hu

...

2023/5/15

Degradation-Aware Ensemble of Diverse Predictors for Remaining Useful Life Prediction

Journal of Mechanical Design

Venkat Nemani

Adam Thelen

Chao Hu

Steve Daining

2023/3/1

Sequential Bayesian optimization for accelerating the design of sodium metal battery nucleation layers

Journal of Power Sources

Adam Thelen

Murtaza Zohair

Jayanth Ramamurthy

Andrew Harkaway

Weimin Jiao

...

2023/10/15

A comparative analysis of step loading and staircase testing for fatigue strength estimation of an engine component

Fatigue & Fracture of Engineering Materials & Structures

Todd Thompson

Jinqiang Liu

Chao Hu

2023/2

Special issue on advanced optimization enabling digital twin technology

Chao Hu

Zhen Hu

Pai Zheng

Taejin Kim

Vicente A González

...

2023/10

Multi-stage product family design for reliability with remanufacturing

Xinyang Liu

Ankush Kumar Mishra

Chao Hu

Pingfeng Wang

2023/1/23

Reliability-informed end-of-use decision making for product sustainability using two-stage stochastic optimization

Applied Mathematical Modelling

Ankush Kumar Mishra

Xinyang Liu

Chao Hu

Pingfeng Wang

2023/9/1

Reliability-Informed Economic and Energy Evaluation for Bi-Level Design for Remanufacturing: A Case Study of Transmission and Hydraulic Manifold

Journal of Mechanical Design

Venkat P Nemani

Jinqiang Liu

Navaid Ahmed

Adam Cartwright

Gül E Kremer

...

2022/8/1

Surrogate modeling of acoustic field-assisted particle patterning process with physics-informed encoder–decoder approach

Structural and Multidisciplinary Optimization

Yu Hui Lui

M Shahriar

Yayue Pan

Chao Hu

Shan Hu

2022/11

Ensembles of probabilistic LSTM predictors and correctors for bearing prognostics using industrial standards

Neurocomputing

Venkat P Nemani

Hao Lu

Adam Thelen

Chao Hu

Andrew T Zimmerman

2022/6/28

Augmented model-based framework for battery remaining useful life prediction

Applied Energy

Adam Thelen

Meng Li

Chao Hu

Elena Bekyarova

Sergey Kalinin

...

2022/10/15

See List of Professors in Chao Hu University(Iowa State University)

Co-Authors

H-index: 104
Michael G. Pecht

Michael G. Pecht

University of Maryland

H-index: 52
Byeng Dong Youn

Byeng Dong Youn

Seoul National University

H-index: 41
John Chris Burns

John Chris Burns

Dalhousie University

H-index: 34
Pingfeng Wang

Pingfeng Wang

University of Illinois at Urbana-Champaign

H-index: 32
Zhen Hu

Zhen Hu

University of Michigan-Dearborn

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