Surface quality prediction and quantitative evaluation of process parameter effects for 3D printing with transfer learning-enhanced gradient-boosting decision trees
Jianjian Zhu, Zhongqing Su, Qingqing Wang, Zifeng Lan, Frankie Siu-fai Chan, Zhibin Han, Zhaokun Wang, Sidney Wing-fai Wong, Andy Chi-fung Ngan
Topics & Concepts
Computer scienceBottleneckBoosting (machine learning)Leverage (statistics)Artificial intelligenceMachine learningExtractorGradient boostingQuality (philosophy)Process engineeringRandom forestEpistemologyPhilosophyEmbedded systemEngineeringAdditive Manufacturing and 3D Printing TechnologiesAdditive Manufacturing Materials and Processes3D Shape Modeling and Analysis