基于人工神经网络的深基坑支护结构侧移预测

徐长节, 李欣雨

Lateral Deformation Prediction of Deep Foundation Retaining Structures Based on Artificial Neural Network

XU Changjie, LI Xinyu

表5 不同阶段支护结构侧移预测模型评价指标

Tab.5 Evaluation indicators of lateral displacement prediction models for support structures in different stages

模型 EMSE R2 预测用时/min MLP 1.01 0.96 1.7 LSTM 0.77 0.97 4.7 GRU 0.75 0.97 4.3