Details Details PDF BIBTEX RIS Title Research on deep excavation deformation prediction model based on machine learning algorithms Journal title Archives of Civil Engineering Yearbook 2026 Volume Vol 72 Issue No 1 Authors Guo, Yujun ; Yang, Xu ; Deng, Yansheng Affiliation Guo, Yujun : MSc., Eng., The First Geological Brigade of Jiangsu Geological Bureau, Nanjing, 210041, China ; Yang, Xu : MSc., Sen. Eng., The First Geological Brigade of Jiangsu Geological Bureau, Nanjing, 210041, China ; Deng, Yansheng : PhD., Lecturer, School of Civil Engineering and Architecture, Zhejiang University of Science and Technology,Hangzhou, 310023, China Keywords deep excavation ; deformation prediction ; machine learning algorithm Divisions of PAS Nauki Techniczne Coverage 393–403 Publisher WARSAW UNIVERSITY OF TECHNOLOGY FACULTY OF CIVIL ENGINEERING and COMMITTEE FOR CIVIL ENGINEERING POLISH ACADEMY OF SCIENCES Date 27.02.2026 Type article Identifier DOI: 10.24425/ace.2026.157481 <div class="test"></div>