Litcius/Paper detail

A machine-learning fatigue life prediction approach of additively manufactured metals

Hongyixi Bao, Shengchuan Wu, Zhengkai Wu, Guozheng Kang, Xin Peng, Philip J. Withers

2020Engineering Fracture Mechanics313 citationsDOIOpen Access PDF

Topics & Concepts

Support vector machineMaterials scienceHyperparameter optimizationSynchrotronProcess (computing)AlloyFatigue testingArtificial intelligenceFusionStructural engineeringMachine learningMechanical engineeringComputer scienceComposite materialOpticsEngineeringLinguisticsPhilosophyPhysicsOperating systemAdditive Manufacturing Materials and ProcessesWelding Techniques and Residual StressesAdditive Manufacturing and 3D Printing Technologies