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RISBridging the Reality Gap in Digital Twins with Context-Aware, Physics-Guided Deep Learning
Publisher: American Society of Civil Engineers
Abstract: AbstractDigital twins (DTs) enable powerful predictive analytics, but persistent discrepancies
between simulations and real systems—known as the reality gap—undermine their reliability.
Coined in robotics, the term now ...
Characterizing Sequential Patterns of Human Behavior in Advanced Manufacturing
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Understanding sequential human behavior in manufacturing is essential for improving productivity, safety, and human–machine collaboration. However, little is known about how the temporal structure of these behaviors ...
HM-SYNC: A Multimodal Dataset of Human Interactions With Advanced Manufacturing Machinery
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A deep understanding of manufacturing processes is essential for advancing manufacturing-oriented design and engineering complex systems. As advanced manufacturing technologies evolve, systems have grown more complex, and ...
HM-SYNC: A Multimodal Dataset of Human Interactions With Advanced Manufacturing Machinery
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A deep understanding of manufacturing processes is essential for advancing manufacturing-oriented design and engineering complex systems. As advanced manufacturing technologies evolve, systems have grown more complex, and ...