“…Deep braced excavations are ubiquitous in construction engineering such as subway stations [1][2][3], building basements [4][5][6], and launch shafts for shield tunneling machines [7,8]. To facilitate the optimizing of the excavation support system and reduce the potential adverse impact on affected infrastructures, the performance of deep braced excavations has been extensively investigated in the past several decades, on the basis of case studies [9,10], numerical simulations [11,12], centrifuge model tests [13,14], empirical or semi-empirical methods [15,16], and machine learning predictions [17,18].…”