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Journal Articles

Parameter Identification of an Abrasive Manufacturing Process With Machine Learning of Measured Surface Topography Information

Samuel Schmidt, Matthias Eifler, Jan Cedric Issel, Kristin M. de Payrebrune, Felix Ströer, Abdullah Karatas, Jörg Seewig
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2022, 22(4): 041010.
Paper No: JCISE-21-1143
https://doi.org/10.1115/1.4053670
Published Online: February 21, 2022
View Article titled, Parameter Identification of an Abrasive Manufacturing Process With Machine Learning of Measured Surface Topography Information
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Topics: Manufacturing, Surface topography, Artificial neural networks, Surface texture, Trains
Journal Articles

Image Data-Based Surface Texture Characterization and Prediction Using Machine Learning Approaches for Additive Manufacturing

V. Akhil, G. Raghav, N. Arunachalam, D. S. Srinivas
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021010.
Paper No: JCISE-19-1222
https://doi.org/10.1115/1.4045719
Published Online: January 3, 2020
View Article titled, Image Data-Based Surface Texture Characterization and Prediction Using Machine Learning Approaches for Additive Manufacturing
Open the PDF for Image Data-Based Surface Texture Characterization and Prediction Using Machine Learning Approaches for Additive Manufacturing in another window
Topics: Additive manufacturing, Surface roughness, Surface texture, Texture (Materials), Machine learning, Lasers, Artificial neural networks, Statistics