Jingye Yang

A novel method of multiaxial fatigue life prediction based on deep learning

Jingye Yang, Guozheng Kang, Yujie Liu et al. · International Journal of Fatigue · 2021 · 183 citations

Novel Method, Engineering, Machine Learning +10

A novel deep learning approach of multiaxial fatigue life-prediction with a self-attention mechanism characterizing the effects of loading history and varying temperature

Jingye Yang, Guozheng Kang, Qianhua Kan · International Journal of Fatigue · 2022 · 99 citations

Multiaxial Fatigue Life-prediction, Self-attention Mechanism, Engineering +12

Life prediction for rate-dependent low-cycle fatigue of PA6 polymer considering ratchetting: Semi-empirical model and neural network based approach

Jingye Yang, Guozheng Kang, Yujie Liu et al. · International Journal of Fatigue · 2020 · 76 citations

Materials Science, Engineering, Service Life Prediction +13

Rate-dependent multiaxial life prediction for polyamide-6 considering ratchetting: Semi-empirical and physics-informed machine learning models

Jingye Yang, Guozheng Kang, Qianhua Kan · International Journal of Fatigue · 2022 · 58 citations

Engineering, Life Prediction, Mechanics +5

Experimental study on uniaxial ratchetting-fatigue interaction of polyamide-6

Jingye Yang, Guozheng Kang, Kaijuan Chen et al. · Polymer Testing · 2018 · 14 citations

Materials Science, Engineering, Mechanical Behavior +6