Bayesian evidential learning of soil-rock interface identification using boreholes

• Main Authors: Yang, Haoqing, Chu, Jian, Qi, Xiaohui, Wu, Shifan, Chiam, Kiefer
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Civil engineering; Uncertainty Quantification; Borehole
• Online Access: https://hdl.handle.net/10356/171098
• Institution: Nanyang Technological University

Identification of the soil-rock interface of geological profiles has been a challenging task for underground construction because of lack of sufficient borehole data. Traditional spatial prediction methods for geostatistics require subjective assumptions in the functional form of the variograms or c...