A physics-informed machine learning approach for notch fatigue evaluation of alloys used in aerospace
Wenke Hao, Li Tan, Xiaoguang Yang, Duoqi Shi, M.L. Wang, Guolei Miao, Yongquan Fan
Topics & Concepts
AerospaceLatin hypercube samplingProbabilistic logicFinite element methodStructural engineeringComputer scienceArtificial intelligenceMachine learningEngineeringMathematicsStatisticsAerospace engineeringMonte Carlo methodFatigue and fracture mechanicsNon-Destructive Testing TechniquesHydrogen embrittlement and corrosion behaviors in metals