Pan J, Lin H, Wu J, Zeng L. An innovative GWO-BiLSTM model for predicting the advance rates of double-line subway shield tunneling with TBM. Archives of Civil and Mechanical Engineering. 2025;25:163.doi:10.1007/s43452-025-01218-2