Prediction of interfaces of geological formations using the multivariate adaptive regression spline method

• Main Authors: Qi, Xiaohui, Wang, Hao, Pan, Xiaohua, Chu, Jian, Chiam, Kiefer
• 其他作者: School of Civil and Environmental Engineering
• 格式: Article
• 語言: English
• 出版: 2022
• 主題: Engineering::Civil engineering; Geological Interface; Rockhead
• 在線閱讀: https://hdl.handle.net/10356/154029
• 機構: Nanyang Technological University

The design and construction of underground structures are significantly affected by the distribution of geological formations. Prediction of the geological interfaces using limited data has been a difficult task. A multivariate adaptive regression spline (MARS) method capable of modeling nonlinearit...