Open access
Aug 2026
Fatigue Life Prediction Method Integrating Adaptive Exponential Interpolation Data Augmentation and Machine Learning
This paper proposes a novel fatigue life prediction method integrating adaptive exponential interpolation data enhancement, an improved nonlinear damage model, and machine learning that enables high‐precision small‐sample fatigue assessment for low‐cost, high‐reliability structural design.
Min-Qing Zhao, Chi-Yu Zhang, Hongxi Wang et al.
· Fatigue & Fracture of En... · 0 citations