Shulu Chen

Prediction of Shear Strength of Silty Clay in Seasonally Frozen Regions Based on SSC-PINN

The prediction of shear strength in seasonally frozen silty clay is restricted by complex physical mechanisms and sparse experimental data. A self-supervised contrastive physics-informed neural network is proposed to overcome these limitations. Robust latent features are extracted from limited datasets via contrastive...