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Keywords: process monitoring
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Journal Articles
Engineering-Guided Deep Learning of Melt-Pool Dynamics for Additive Manufacturing Quality Monitoring
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2024, 24(10): 101002.
Paper No: JCISE-23-1574
Published Online: August 6, 2024
... amount of high-dimensional and complex-structured data. While deep learning brings attractive characteristics for data-driven process monitoring and quality prediction, it is currently limited in the ability to assimilate engineering knowledge and offer model interpretability for understanding process...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2021, 21(3): 031009.
Paper No: JCISE-20-1239
Published Online: March 25, 2021
... With Domain Decomposition to Monitor Temperature in Fused Filament Fabrication Process ,” ASME 14th International Manufacturing Science and Engineering Conference , Erie, PA , June 10–14 , Vol. 58745 , p. V001T01A032 . [20] Wegner , A. , and Witt , G. , 2011 , “ Process Monitoring in Laser...