Search Results - "Gaussian Process Regression algorithm"

Predicting specific wear rate of laser powder bed fusion AlSi10Mg parts at elevated temperatures using machine learning regression algorithm: Unveiling of microstructural morphology analysis by Jatti, Vijaykumar S., Murali Krishnan, R., Saiyathibrahim, A., Preethi, V., Priyadharshini G, Suganya, Kumar, Abhinav, Sharma, Shubham, Islam, Saiful, Kozak, Dražan, Lozanovic, Jasmina

“…Precisely predicting the Specific Wear Rate (SWR) of AlSi10Mg components produced using Laser Powder Bed Fusion (LPBF) at high temperatures, which is an…”
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Gaussian process-based Bayesian non-linear filtering for online target tracking by Lu, Kelin, Sun, Changyin, Zhu, Qian

“…This study deals with the problem of online target tracking based on Gaussian process regression and deterministic sampling. A general mathematical formulation…”
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Adaptive Gaussian Process Regression Based Remaining Useful Life Prediction of PEMFC Incorporating An Improved Health Indicator by Tang, Lin, Yang, Xu, Gao, JingJing, Huang, Jian, Cui, JiaRui

“…Considering the importance of the proton exchange membrane fuel cells(PEMFC) to daily life and industry, this paper makes the remaining useful life(RUL)…”
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Advances in Kernel Regression and Function Approximation by Rojo-Álvarez, José Luis, Martínez-Ramón, Manel, Muñoz-Mar&iacute, Jordi, Camps-Valls, Gustau

“…Kernel methods constitute a proper framework to tackle regression problems that encompass fitting and regularization. This chapter considers two particularly…”
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