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A rapid prediction method for pose-dependent tool point dynamics of milling robots based on multiple output Gaussian process regression and proper orthogonal decomposition

Wenhong Fan, Xiang-Yu Meng, Jiawei Yuan, Yun Yang, Min Wan, Weihong Zhang

2025Journal of Manufacturing Processes7 citationsDOI

Topics & Concepts

Materials scienceProcess (computing)Gaussian processDecompositionKrigingPoint (geometry)RegressionGaussianRegression analysisDynamics (music)Artificial intelligenceBiological systemPattern recognition (psychology)Computer scienceMachine learningMathematicsStatisticsAcousticsGeometryOperating systemBiologyPhysicsQuantum mechanicsEcologyAdvanced machining processes and optimizationManufacturing Process and OptimizationEngineering Technology and Methodologies
A rapid prediction method for pose-dependent tool point dynamics of milling robots based on multiple output Gaussian process regression and proper orthogonal decomposition | Litcius