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Keywords: Gaussian processesClose
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...
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...
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...