Chenghu Xi

LSTM-based prediction and parameter optimization analysis of sandstone subgrade compaction quality

The study proposes an LSTM-based framework for next-pass Compaction Energy Value (CEV) prediction and subsequent energy planning during sandstone subgrade compaction. Field tests were conducted at two sites, each divided into 24 spatial areas. For each completed compaction pass,...