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Analysis of ground surface settlement in anisotropic clays using extreme gradient boosting and random forest regression models

  • Published:2021-12 Issue:6 Volume:13 Page:1478-1484
  • ISSN:1674-7755
  • Container-title:Journal of Rock Mechanics and Geotechnical Engineering
  • language:en
  • Short-container-title:Journal of Rock Mechanics and Geotechnical Engineering

Author:

Zhang Runhong,Li Yongqin,Goh Anthony T.C.,Zhang Wengang,Chen Zhixiong

Funder

Natural Science Foundation of Chongqing

National Natural Science Foundation of China

Chongqing University

Publisher

Elsevier BV

Subject

Geotechnical Engineering and Engineering Geology

Reference30 articles.

1. Capacity Analysis of Anisotropic and Strain-Softening Clay;Andresen,2002

2. A constitutive model for anisotropic and strain-softening clay;Andresen,2002

3. Problems of soil mechanics and construction on soft clays: state-of-the-art report;Bjerrum,1973

4. Random forests;Breiman;Mach. Learn.,2001

5. Classification and regression trees (CART);Breiman;Biometrics,1984
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