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Keywords: deep learning
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 2024, 146(8): 081007.
Paper No: MANU-23-1769
Published Online: May 21, 2024
... variation including part deformation. This study proposes a methodology for physics-informed sensor fusion and deep learning feature extraction to predict geometric variation that leads to deformation within WA-DED parts. Using thermal sensors from multiple vantage points combined with physics-based...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2023, 145(12): 121002.
Paper No: MANU-23-1059
Published Online: July 21, 2023
... computer vision deep learning Hong Kong Polytechnic University 10.13039/501100004377 Laboratory for Artificial Intelligence in Design (Project Code: RP2-1) Research Grants Council, University Grants Committee 10.13039/501100002920 General Research Fund (PolyU15210222...
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2021, 143(4): 041011.
Paper No: MANU-20-1337
Published Online: December 17, 2020
... and porosity in LBAM and provide new possibilities for efficient and accurate porosity prediction. We present a deep learning-based data fusion method to predict porosity in LBAM parts by leveraging the measured melt pool thermal history and two newly created deep learning neural networks. A PyroNet, based...
Journal Articles
Publisher: ASME
Article Type: Review Articles
J. Manuf. Sci. Eng. November 2020, 142(11): 110816.
Paper No: MANU-20-1083
Published Online: September 29, 2020
... and FSW; and (9) efforts in advanced sensing, data fusion/sensor fusion, and process control using machine learning/deep learning, model predictive control (MPC), and adaptive control. Email: yuming.zhang@uky.edu Email: yyang@ewi.org Email: zhang.3978@osu.edu Email: sjoona@kaist.ac.kr...
Journal Articles