Browsing School of Engineering by Author "Ching, Jianye"
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Flexible modeling of the trend for geotechnical spatial variability by Gaussian process regression
Yoshida, Ikumasa; Ching, Jianye; ICASP14 (2023)The spatial variation of a soil parameter is usually modeled as the summation of spatial trend and spatial variability. Traditional, the trend is assumed deterministic and is fitted by spatial data. However, previous studies ... -
Hierarchical Bayesian site clustering for a geotechnical database
ICASP14; Ching, Jianye; Sharma, Atma (2023)This paper presents a new clustering method for sites in a geotechnical database. This clustering method is based on the hierarchical Bayesian site similarity measure (HBSSM) recently proposed by the authors. Utilizing the ...