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XGBoost-based on-line prediction of seam tensile strength for Al-Li alloy in laser welding: Experiment study and modelling

Zhifen Zhang, Yiming Huang, Rui Qin, Wenjing Ren, Guangrui Wen

2021Journal of Manufacturing Processes76 citationsDOI

Topics & Concepts

Materials scienceAlloyGradient boostingPrincipal component analysisWeldingUltimate tensile strengthRandom forestBoosting (machine learning)Ant colony optimization algorithmsComputer scienceArtificial intelligenceComposite materialWelding Techniques and Residual StressesNon-Destructive Testing TechniquesAdvanced Welding Techniques Analysis
XGBoost-based on-line prediction of seam tensile strength for Al-Li alloy in laser welding: Experiment study and modelling | Litcius