Lingwen Jiang

A Fatigue Life Prediction Method Based on Optimized Data Augmentation Algorithm and Adaptive Sampling Model

ABSTRACT Machine learning–based fatigue life prediction is essential; yet their datasets typically contain fewer than 50 samples, severely challenging predictive modeling. This study proposes an integrated framework of simulated annealing (SA)‐guided data augmentation and residua...