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cs.LG2025
Physics-Informed Neural Networks For Semiconductor Film Deposition: A Review
Tao Han, Zahra Taheri, Hyunwoong Ko
Semiconductor manufacturing relies heavily on film deposition processes, such as Chemical Vapor Deposition and Physical Vapor Deposition. These complex processes require precise co…
cs.LG2025
A Domain Adaptation of Large Language Models for Classifying Mechanical Assembly Components
Fatemeh Elhambakhsh, Daniele Grandi, Hyunwoong Ko
The conceptual design phase represents a critical early stage in the product development process, where designers generate potential solutions that meet predefined design specifica…
cs.LG2025★ 1 cited
Generative Machine Learning in Adaptive Control of Dynamic Manufacturing Processes: A Review
Suk Ki Lee, Hyunwoong Ko
Dynamic manufacturing processes exhibit complex characteristics defined by time-varying parameters, nonlinear behaviors, and uncertainties. These characteristics require sophistica…