GaoYuan He

MFLP-PINN: A physics-informed neural network for multiaxial fatigue life prediction

GaoYuan He, Yongxiang Zhao, ChuLiang Yan · European Journal of Mechanics - A/Solids · 2022 · 99 citations

Natural Sciences, Materials Science, Physics +14

Application of tabular data synthesis using generative adversarial networks on machine learning-based multiaxial fatigue life prediction

GaoYuan He, Yongxiang Zhao, ChuLiang Yan · International Journal of Pressure Vessels and Piping · 2022 · 60 citations

Computing, Computer Science, Materials Engineering +14

Multiaxial fatigue life prediction using physics-informed neural networks with sensitive features

GaoYuan He, Yongxiang Zhao, ChuLiang Yan · Engineering Fracture Mechanics · 2023 · 53 citations

Engineering, Materials Engineering, Materials Science +16

A physics‐informed generative adversarial network framework for multiaxial fatigue life prediction

GaoYuan He, Yongxiang Zhao, ChuLiang Yan · Fatigue & Fracture of Engineering Materials & Structures · 2023 · 32 citations · Full text

Computing, Computer Science, Physics +17

Uncertainty quantification in multiaxial fatigue life prediction using Bayesian neural networks

GaoYuan He, Yongxiang Zhao, ChuLiang Yan · Engineering Fracture Mechanics · 2024 · 32 citations

Computing, Computational Engineering, Bayesian Data Analysis +15