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COMPREHENSIVE EVALUATION OF MACHINE LEARNING ALGORITHMS APPLIED TO TBM PERFORMANCE PREDICTION

Yang, Jie; Yagiz, Saffet; Liu, Ying-Jing; Laouafa, Farid (Underground Space, 2021-05-14)

To date, the accurate prediction of tunnel boring machine (TBM) performance remains a considerable challenge owing to the complex interactions between the TBM and ground. Using evolutionary polynomial regression (EPR) and ...