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Hybrid machine learning model with random field and limited CPT data to quantify horizontal scale of fluctuation of soil spatial variability |
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| Authors: | Zhang Jin-Zhang Zhang Dong-Ming Huang Hong-Wei Phoon Kok Kwang Tang Chong Li Gang |
| Institution: | 1.Key Laboratory of Geotechnical and Underground Engineering of Ministry of Education, Department of Geotechnical Engineering, Tongji University, Shanghai, 200092, China ;2.Department of Civil and Environmental Engineering, National University of Singapore, Singapore, 117576, Singapore ;3.Singapore University of Technology and Design, Singapore, 487372, Singapore ;4.Shanghai Tunnel Eng.Co. Ltc, Shanghai, 201316, China ; |
| Abstract: | Acta Geotechnica - The scale of fluctuation (SOF) is the critical parameter to describe the soil spatial variability, which significantly influences the embedded geostructures. Due to the limited... |
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