Xingyue Sun

Machine learning‐based genetic feature identification and fatigue life prediction

Kun Zhou, Xingyue Sun, Shouwen Shi et al. · Fatigue & Fracture of Engineering Materials & Structures · 2021 · 88 citations

Search Optimization, Fatigue Life, Fatigue Management +12

A new cyclical generative adversarial network based data augmentation method for multiaxial fatigue life prediction

Xingyue Sun, Kun Zhou, Shouwen Shi et al. · International Journal of Fatigue · 2022 · 81 citations

Data Augmentation, Fatigue Management, Engineering +6

An image recognition based multiaxial low-cycle fatigue life prediction method with CNN model

Xingyue Sun, Tianguo Zhou, Kai Song et al. · International Journal of Fatigue · 2022 · 53 citations

Image Recognition, Fatigue Management, Image Analysis +11

Determination of ductile fracture properties of 16MND5 steels under varying constraint levels using machine learning methods

Xingyue Sun, Zheng Liu, Xin Wang et al. · International Journal of Mechanical Sciences · 2022 · 47 citations

Ductile Fracture Properties, Engineering, Machine Learning Methods +8

LBE corrosion fatigue life prediction of T91 steel and 316 SS using machine learning method assisted by symbol regression

Shaowu Feng, Xingyue Sun, Gang Chen et al. · International Journal of Fatigue · 2023 · 46 citations

T91 Steel, Engineering, Machine Learning +10