Chenhui Shao
University of Illinois at Urbana-Champaign
H-index: 23
North America-United States
Top articles of Chenhui Shao
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Geometry repeatability and prediction for personalized medical devices made using multi-jet fusion additive manufacturing | Additive Manufacturing Letters | Christopher H Conway Davis J McGregor Tristan Antonsen Charles Wood Chenhui Shao | 2024/4/1 |
Automated brightfield layerwise evaluation in three-dimensional micropatterning via two-photon polymerization | Optics Express | Jieliyue Sun Andrew M Howes Sixian Jia Joshua A Burrow Pedro F Felzenszwalb | 2024/3/25 |
Hybrid physics-guided data-driven modeling for generalizable geometric accuracy prediction and improvement in two-photon lithography | Journal of Manufacturing Processes | Sixian Jia Jieliyue Sun Andrew Howes Michelle R Dawson Kimani C Toussaint Jr | 2024/1/31 |
Machine Learning and Taguchi DOE Combined Approach for Modeling Dynamic Ultrasound-Assisted Fresh-Cut Leafy Green Sanitation | ACS Sustainable Chemistry & Engineering | Mengyi Dong Manan Mehta Caroline Lee Melannie Kavannaugh Chenhui Shao | 2024/1/24 |
Federated Transfer Learning with Task Personalization for Condition Monitoring in Ultrasonic Metal Welding | arXiv preprint arXiv:2404.13278 | Ahmadreza Eslaminia Yuquan Meng Klara Nahrstedt Chenhui Shao | 2024/4/20 |
WeldMon: A Cost-effective Ultrasonic Welding Machine Condition Monitoring System | Beitong Tian Ahmadreza Eslaminia Kuan-Chieh Lu Yaohui Wang Chenhui Shao | 2023/10/12 | |
A federated learning approach to mixed fault diagnosis in rotating machinery | Journal of Manufacturing Systems | Manan Mehta Siyuan Chen Haichuan Tang Chenhui Shao | 2023/6/2 |
In-situ Monitoring and Process Control of Two-photon Lithography for Tissue Scaffold Fabrication | Jieliyue Sun Andrew Howes Sixian Jia Joshua A Burrow Michelle Dawson | 2023/8/14 | |
A greedy agglomerative framework for clustered federated learning | IEEE Transactions on Industrial Informatics | Manan Mehta Chenhui Shao | 2023/3/6 |
A Fast and Cost-Effective Imaging System for Fine-Scale Tool Condition Monitoring in Ultrasonic Metal Welding | Zhiqiao Dong Qianmeng Chen Kuan-Chieh Lu Chenhui Shao | 2023/6/12 | |
Online cost-effective classification of mixed tool and material conditions in ultrasonic metal welding: Towards integrated monitoring and control | Kuan-Chieh Lu Yuquan Meng Zhiqiao Dong Chenhui Shao | 2023/6/12 | |
Explainable few-shot learning for online anomaly detection in ultrasonic metal welding with varying configurations | Journal of Manufacturing Processes | Yuquan Meng Kuan-Chieh Lu Zhiqiao Dong Shichen Li Chenhui Shao | 2023/12/1 |
Corrosion of Al-Fe self-pierce riveting joints with multiphysics-based modeling and experiments | Journal of Manufacturing Processes | Parth Bansal Zhuoyuan Zheng Bo Pan Yuquan Meng Weiling Wen | 2023/6/9 |
Federated learning-based semantic segmentation for pixel-wise defect detection in additive manufacturing | Journal of Manufacturing Systems | Manan Mehta Chenhui Shao | 2022/7/1 |
Using machine learning to predict dimensions and qualify diverse part designs across multiple additive machines and materials | Additive Manufacturing | Davis J McGregor Miles V Bimrose Chenhui Shao Sameh Tawfick William P King | 2022/7/1 |
Machine-learning-enabled geometric compliance improvement in two-photon lithography without hardware modifications | Journal of Manufacturing Processes | Yuhang Yang Varun A Kelkar Hemangg S Rajput Adriana C Salazar Coariti Kimani C Toussaint Jr | 2022/4/1 |
Physics-informed ensemble learning for online joint strength prediction in ultrasonic metal welding | Mechanical Systems and Signal Processing | Yuquan Meng Chenhui Shao | 2022/12/1 |
Hierarchical data models improve the accuracy of feature level predictions for additively manufactured parts | Additive Manufacturing | Yuhang Yang Davis J McGregor Sameh Tawfick William P King Chenhui Shao | 2022/3/1 |
End-to-end online quality prediction for ultrasonic metal welding using sensor fusion and deep learning | Journal of Manufacturing Processes | Yulun Wu Yuquan Meng Chenhui Shao | 2022/11/1 |
Physics-informed machine learning assisted uncertainty quantification for the corrosion of dissimilar material joints | Reliability Engineering & System Safety | Parth Bansal Zhuoyuan Zheng Chenhui Shao Jingjing Li Mihaela Banu | 2022/11/1 |
Co-Authors
