Get started
Author

GaoYuan He

Observed names: Gao Yuan He, Gaoyuan He
ORCID: 0000-0002-8191-5311
Observed ORCID: 0000-0002-8191-5311
OpenAlex ID: A5050828356
MFLP-PINN: A physics-informed neural network for multiaxial fatigue life prediction
2022 · GaoYuan He, YongXiang Zhao, et al. · European Journal of Mechanics - A/Solids · 120
Multiaxial fatigue life prediction using physics-informed neural networks with sensitive features
2023 · GaoYuan He, YongXiang Zhao, et al. · Engineering Fracture Mechanics · 65
Application of tabular data synthesis using generative adversarial networks on machine learning-based multiaxial fatigue life prediction
2022 · GaoYuan He, YongXiang Zhao, et al. · International Journal of Pressure Vessels and Piping · 64
Uncertainty quantification in multiaxial fatigue life prediction using Bayesian neural networks
2024 · GaoYuan He, YongXiang Zhao, et al. · Engineering Fracture Mechanics · 46
A physics‐informed generative adversarial network framework for multiaxial fatigue life prediction
2023 · GaoYuan He, YongXiang Zhao, et al. · Fatigue & Fracture of Engineering Materials & Structures · 39
Parameter estimation in multiaxial fatigue short crack growth model using hierarchical Bayesian linear regression
2022 · Gao Yuan He, Yong Xiang Zhao, et al. · Fatigue & Fracture of Engineering Materials & Structures · 9
A multi-model stacked ensemble architecture with Bayesian optimization: Advancing remaining useful life estimation in aircraft engines
2025 · Gao Yuan He · Measurement · 3
A data augmentation method for multiaxial fatigue life prediction based on physics-informed tabular generative adversarial network
2024 · Gaoyuan He, Yongxiang Zhao, et al. · Journal of Physics Conference Series · 2
PDF
Physics-guided feature modulation for cross-material multiaxial fatigue life prediction via few-shot transfer learning
2026 · GaoYuan He · International Journal of Pressure Vessels and Piping
Works count: 9
Citation count: 348
H-index: 6
I10-index: 5
Year
Topic
Type