Litcius/Paper detail

A Physics-Informed Neural Network model for combined high and low cycle fatigue life prediction

Haohao Liu, Xin Ding, Jinhui Liu, Yanlei Zhang, Bin Zhang, Enbang Li, Zixu Guo

2025Mechanics of Materials11 citationsDOI

Topics & Concepts

Artificial neural networkMaterials scienceLow-cycle fatigueArtificial intelligenceComputer scienceComposite materialFatigue and fracture mechanicsNon-Destructive Testing TechniquesMaterial Properties and Failure Mechanisms