Litcius/Paper detail

Machine learning-based quantitative analysis of metal ductile fracture surface

Neng Zhang, Hao Fu, Pei Liu, Cynthia Wang, Yan Zhang, Turab Lookman, Haiyou Huang, Yanjing Su

2023Materialia16 citationsDOI

Topics & Concepts

Fracture (geology)Materials scienceArtificial intelligenceDimpleUltimate tensile strengthFracture toughnessSurface (topology)Convolutional neural networkSegmentationComputer sciencePattern recognition (psychology)Machine learningComposite materialGeometryMathematicsFatigue and fracture mechanicsMetal Forming Simulation TechniquesNon-Destructive Testing Techniques