Xiao-Chen Zhang

Sensitivity analysis and prediction of hoop stress in ceramic bearing washer based on a deep residual network surrogate model

To prevent unpredictable cracking failures induced by the thermal expansion mismatch of all-ceramic bearing washers at high temperatures, this study proposes a deep residual network (ResNet) surrogate model for predicting hoop stress. Through systematic simulations, this research reveals the underlying evolution mechan...