| Machine learning-based real-time monitoring system for smart connected worker to improve energy efficiency S Bian, C Li, Y Fu, Y Ren, T Wu, GP Li, B Li Journal of Manufacturing Systems 61, 66-76, 2021 | 26 | 2021 |
| Applications of information channels to physics-informed neural networks for WiFi signal propagation simulation at the edge of the industrial internet of things E Olivares, H Ye, A Herrero, BA Nia, Y Ren, RP Donovan Neurocomputing 454, 405-416, 2021 | 12 | 2021 |
| A contextual sensor system for non-intrusive machine status and energy monitoring Y Ren, GP Li Journal of Manufacturing Systems 62, 87-101, 2022 | 11 | 2022 |
| An Interactive and Adaptive Learning Cyber Physical Human System for Manufacturing with a Case Study in Worker Machine Interactions Y Ren, GP Li IEEE Transactions on Industrial Informatics 18 (10), 2022 | 9 | 2022 |
| Smart connected worker edge platform for smart manufacturing: Part 2—Implementation and on‐site deployment case study RP Donovan, YG Kim, A Manzo, Y Ren, S Bian, T Wu, S Purawat, ... Journal of Advanced Manufacturing and Processing 4 (4), e10130, 2022 | 6 | 2022 |
| Smart connected worker edge platform for smart manufacturing: Part 1—Architecture and platform design YG Kim, RP Donovan, Y Ren, S Bian, T Wu, S Purawat, AJ Manzo, ... Journal of Advanced Manufacturing and Processing 4 (4), e10129, 2022 | 5 | 2022 |
| A self-labeling method for adaptive machine learning by interactive causality Y Ren, AH Yen, GP Li IEEE Transactions on Artificial Intelligence, 2023 | 3 | 2023 |
| Interactive Causality-Enabled Adaptive Machine Learning in Cyber-Physical Systems: Technology and Applications in Manufacturing and Beyond Y Ren, A Yen, S Saraj, GP Li Principles and Applications of Adaptive Artificial Intelligence, 179-206, 2024 | 1 | 2024 |
| An ontology-based framework for worker’s health reasoning enabled by machine learning R Bavaresco, Y Ren, J Barbosa, GP Li Computers & Industrial Engineering, 110310, 2024 | | 2024 |
| A Cyber Manufacturing IoT System for Adaptive Machine Learning Model Deployment by Interactive Causality Enabled Self-Labeling Y Ren, Y He, X Zhang, A Yen, GP Li arXiv preprint arXiv:2404.05976, 2024 | | 2024 |
| Self-Labeling in Multivariate Causality and Quantification for Adaptive Machine Learning Y Ren, AH Yen, GP Li arXiv preprint arXiv:2404.05809, 2024 | | 2024 |
| Interactive Causality Enabled Adaptive Machine Learning Y Ren University of California, Irvine, 2023 | | 2023 |
| Non-intrusive workflow assessment (NIWA) for manufacturing optimization GP Li, MJ Klopfer, S Gago-Masague, RP Donovan, Y Ren US Patent 11,526,827, 2022 | | 2022 |
Guann Pyng (G. P.) LiProfessor, UC Irvine在 uci.edu 的电子邮件经过验证
Guann Pyng (G. P.) LiProfessor, UC Irvine在 uci.edu 的电子邮件经过验证