Hai-Qing Guo

A novel fretting fatigue life prediction neural network based on data extended agent model and intense physical constraint

Fretting fatigue is a critical failure mode in mechanically joined structures that severely affects component reliability and safety, making life prediction essential. Due to its highly complex damage mechanisms, traditional prediction methods are limited in accuracy. Although machine learning has recently been appli...