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Journal Articles

A Machine Learning Approach for Rapid Solution of Three-Dimensional Moving Source Problems in Manufacturing

Mahtab Heydari, Bruce L. Tai
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. June 2025, 147(6): 061006.
Paper No: MANU-24-1631
https://doi.org/10.1115/1.4067742
Published Online: February 21, 2025
View Articletitled, A Machine Learning Approach for Rapid Solution of Three-Dimensional Moving Source Problems in Manufacturing
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Topics: Artificial neural networks, Finite element analysis, Geometry, Heat, Manufacturing, Temperature, Density, Temperature distribution, Convolutional neural networks, Modeling
Journal Articles

Adaptive Online Continual Learning for In-Situ Quality Prediction in Manufacturing Processes

Mengfei Chen, Wenbo Sun, Weihong “Grace” Guo
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. June 2025, 147(6): 061001.
Paper No: MANU-24-1389
https://doi.org/10.1115/1.4066799
Published Online: February 11, 2025
View Articletitled, Adaptive Online Continual Learning for In-Situ Quality Prediction in Manufacturing Processes
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Topics: Convolutional neural networks, Manufacturing, Metal stamping, Algorithms, Lasers, Signals
Journal Articles

Machining Process Automation in Computer Numerical Control Turning Using Robot-Assisted Imaging and CNN-Based Machine Learning

Chayan Maiti, Deep Patel, Sreekumar Muthuswamy
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2024, 146(4): 041004.
Paper No: MANU-23-1491
https://doi.org/10.1115/1.4064626
Published Online: February 26, 2024
View Articletitled, Machining Process Automation in Computer Numerical Control Turning Using Robot-Assisted Imaging and CNN-Based Machine Learning
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Topics: Computer numerical control machine tools, Machining, Toolpaths, Convolutional neural networks, Computers