Enhancing Deformation Characteristics Prediction of Coarse-Grained Soils with Time-Series Generative Adversarial Network-Based Data Augmentation and Pre-Training

Ying Zhang, Meng Jia,Xuedong Zhang, Liping Cao, Ziying An, Hongchao Wang, Jinyu Wang

Frontiers of Structural and Civil Engineering（2025）

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coarse-grained soils,deformation characteristics,TimeGAN,data augmentation,pre-training

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