Determination of ductile fracture properties of 16MND5 steels under varying constraint levels using machine learning methods
Xingyue Sun, Zheng Liu, Xin Wang, Xu Chen
Topics & Concepts
OverfittingFracture (geology)Artificial neural networkConstraint (computer-aided design)ExtrapolationStructural engineeringDropout (neural networks)Materials scienceTest dataComputer scienceTest setArtificial intelligenceMachine learningEngineeringMathematicsMechanical engineeringComposite materialMathematical analysisProgramming languageHydrogen embrittlement and corrosion behaviors in metalsMetallurgy and Material FormingNon-Destructive Testing Techniques