“…Therefore, it is necessary to predict stratum deformation before construction, monitor it during construction, and observe it after construction for an extended period of time. In light of the formation settlement caused by shield construction, scholars around the world have contributed various research methods: some scholars used Peck's empirical formula [1,2] to predict the formation settlement; other scholars derived analytical solutions based on certain assumptions and constitutive relations [3,4]; numerical analysis [5,6] and simulation tests [7,8] are also widely used in settlement prediction. The Peck empirical formula is the most commonly used method to predict surface subsidence in practical engineering.…”