Chao Hu
Associate Professor/Mechanical Aerospace Mfg Engr

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Scholarly Contributions

10 Scholarly Contributions

9
Journal Articles
1
Book Chapter
A Novel Design Optimization Framework to Sustain Remanufacturability
Chao Hu, Mehnuma Tabassum, Gül E. Kremer, Venkat Nemani A Novel Design Optimization Framework to Sustain Remanufacturability, Journal of Cleaner Production
Research Type: Journal Article
A Tutorial on Digital Twin for Predictive Maintenance
Weifei Hu, Chao Hu, Zhen Hu , (2024). A Tutorial on Digital Twin for Predictive Maintenance, Structural Health Monitoring (SHM) in Aerospace Structures
Research Type: Book Chapter
Federated Learning with Uncertainty-Based Client Clustering for Fleet-Wide Fault Diagnosis
Olga Fink, Chao Hu, Simon Laflamme, Hao Lu, Adam Thelen , (2024). Federated Learning with Uncertainty-Based Client Clustering for Fleet-Wide Fault Diagnosis, Mechanical Systems and Signal Processing, vol. 210
Research Type: Journal Article
Physics-Informed Machine Learning for Battery Degradation Diagnostics: A Comparison of State-of-the-Art Methods
Sina Navidi, Adam Thelen, Chao Hu, Tingkai Li , (2024). Physics-Informed Machine Learning for Battery Degradation Diagnostics: A Comparison of State-of-the-Art Methods, Energy Storage Materials, vol. 68
Research Type: Journal Article
Predicting Battery Lifetime under Varying Usage Conditions from Early Aging Data
David Howey, Chao Hu, Zhihao Zhou, Adam Thelen, Tingkai Li , (2024). Predicting Battery Lifetime under Varying Usage Conditions from Early Aging Data, Cell Reports Physical Science, vol. 5, iss. 4
Research Type: Journal Article
Probabilistic Machine Learning for Battery Prognostics: Review and Perspectives
Noah Paulson, Adam Thelen, Simona Onori, Xun Huang, Chao Hu, Zhen Hu Probabilistic Machine Learning for Battery Prognostics: Review and Perspectives, npj Materials Sustainability
Research Type: Journal Article
Reliability-Informed End-of-Use Decision Making for a Product Family Using Two-stage Stochastic Optimization
Ankush Mishra, Xinyang Liu, Chao Hu, Pingfeng Wang , (2023). Reliability-Informed End-of-Use Decision Making for a Product Family Using Two-stage Stochastic Optimization, Applied Mathematical Modeling, vol. 121, p364–385
Research Type: Journal Article
Reman Co‑Design: A Combined Design and Remanufacturing Optimization Framework for the Sustainable Design of High‑Value Components
Mohammad Behtash, Michael Lee, Xinyang Liu, Roger Burjes, Pingfeng Wang, Todd Thompson, Matthew Davied, Chao Hu , (2024). Reman Co‑Design: A Combined Design and Remanufacturing Optimization Framework for the Sustainable Design of High‑Value Components, Journal of Mechanical Design, vol. 146, iss. 2
Research Type: Journal Article
Sequential Bayesian Optimization for Accelerating the Design of Sodium Metal Battery Nucleation Layers
Murtaza Zohair, Weimin Jiao, Mahdi Ul Ishtiaque, Andrew Harkaway, Mihir Ojha, Jayanth Ramamurthy, Adam Thelen, Chao Hu, Todd A. Kingston, Cary L. Pint , (2023). Sequential Bayesian Optimization for Accelerating the Design of Sodium Metal Battery Nucleation Layers, Journal of Power Sources, vol. 581
Research Type: Journal Article
Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial
Xiaoge Zhang, Zhen Hu, Xun Huan, Yan Wang, Venkat Nemani, Olga Fink, Chao Hu, Anh Tran, Luca Biggio , (2023). Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial, Mechanical Systems and Signal Processing, vol. 205
Research Type: Journal Article