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Keywords: Gaussian processes
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Journal Articles
Article Type: Research-Article
J. Manuf. Sci. Eng. March 2019, 141(3): 031002.
Paper No: MANU-18-1094
Published Online: January 17, 2019
... the computational burden associated with analyzing the full layer data, (3) the spatial dependence of these ROIs is modeled using a Gaussian process model, and then pixels with statistically significant deviations are flagged, and (4) using the quantity and the spatial pattern of the flagged pixels as predictors...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2011, 133(2): 021012.
Published Online: March 23, 2011
... such as lapping and polishing. Therefore, the MRR should be modeled and controlled to maintain the thickness uniformity. In this paper, a PDE-constrained Gaussian process model is developed based on the global Galerkin discretization of the governing partial differential equations (PDEs). Three features...
Journal Articles
Article Type: Technical Papers
J. Manuf. Sci. Eng. May 2004, 126(2): 264–273.
Published Online: July 8, 2004
... OF MANUFACTURING SCIENCE AND ENGINEERING . Manuscript received April 2003; revised November 2003. Associate Editor: Dong-Woo Cho. 01 April 2003 01 November 2003 08 07 2004 steel crystal microstructure hardness testing hardness deformation friction X-ray diffraction Gaussian...