Jay Lee

University of Southern California — United States

Engineering · Physical Sciences

72h-index30.0kcitations563works2.72yr avg
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Research Topics

Machine Fault Diagnosis Techniques(108), Fault Detection and Control Systems(96), Industrial Vision Systems and Defect Detection(64), Manufacturing Process and Optimization(55), Digital Transformation in Industry(53)

Publications562 total

119P AI-assisted HER2 IHC classification for optimized treatment decision making across digital pathology platforms
ESMO Real World Data and Digital Oncology·2025Open Access
Integrating Few-Shot Learning and Pre-trained Models into Similarity-Based PHM using Small Data in Complex Engineering Systems
Annual Conference of the PHM Society·2025Open Access
Novel Segmentation Methodology for Robust Feature Engineering of Time Series Data in Prognostics and Health Management
Annual Conference of the PHM Society·2025Open Access
Agentic AI for smart manufacturing
Manufacturing Letters·2025· 1 cited
Partial Domain Adaptation for Intelligent Machinery Fault Diagnosis
Annual Conference of the PHM Society·2025Open Access
Estimation of global and regional patterns of flows
The Annals of Regional Science·2025
FOSSIL: Regret-minimizing weighting for robust learning under imbalance and small data
arXiv (Cornell University)·2025Open Access
Analysis of Existing Building Structures Using Laser Scanner and 3D Models
2025
Osteoradionecrosis of the Jaw–Thinking Outside the Box, a Review of Emerging Treatment Paradigms
Journal of Craniofacial Surgery·2025· 1 cited
Engineering artificial intelligence: framework, challenges, and future direction
Machine Learning Engineering·2025· 5 citedOpen Access
Introducing <i>Machine Learning: Engineering</i>
Machine Learning Engineering·2025Open Access
Transfer learning and ensemble learning for fault diagnosis using vibration signals
2025
Intelligent Fault Diagnosis for Planetary Gearboxes using a Hybrid CNN-Transformer Model with Skip Connections
2025
Improving Machine Calibration Performance through Systematic Feature Design in Semiconductor Manufacturing
2025
Engineering Artificial Intelligence: Framework, Challenges, and Future Direction
arXiv (Cornell University)·2025Open Access
Dental Prosthetic Rehabilitation in Mandibular Reconstruction: Optimizing Timing and Patient Selection
The Laryngoscope·2025· 3 citedOpen Access
Unique Application of the Jaw‐in‐a‐Day Technique in a Case of Trauma
The Laryngoscope·2025· 1 citedOpen Access
Novel topological machine learning methodology for stream-of-quality modeling in smart manufacturing
Manufacturing Letters·2025· 7 cited
Additive Manufacturing of Architected Ca(OH)2 Monoliths for Accelerated CO2 Mineralization
SSRN Electronic Journal·2025Open Access
Agentic AI for Smart Manufacturing
SSRN Electronic Journal·2025Open Access
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Frequent Co-authors

Xiaodong Jia(7), Jaskaran Singh(6), Behrad Bagheri(5), Moslem Azamfar(5), Shanhu Yang(4), Hai Qiu(4), Hung-An Kao(3), David Siegel(3), Edzel Lapira(3), Jun Ni(3), Lifeng Xi(3), Ming Zhao(3), Masoud Ghaffari(2), Jing Lin(2), Vibhor Pandhare(2), Armando Walter Colombo(2), Dragan Djurdjanović(2), Hossein Davari Ardakani(2), Xiaojun Zhou(2), Jihong Yan(2)