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Jingtong He

Xinjiang University

Xinjiang

China

  • Xinjiang University

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Prediction and uncertainty quantification of coefficient of consolidation using multi-kernel Bayesian Gaussian process regression: An efficient and interpretable machine learning approach

Number of pages: 61 Posted: 14 Oct 2025
Caijin Wang, Jingtong He, Liangfu Xie, Xuejun Liu, Shuai Zhu, Hongjian Zhang, Zhiming Liu, Tao Zhang, Annan Zhou, Guojun Cai and Songyu Liu
Xinjiang University, Xinjiang University, Xinjiang University, affiliation not provided to SSRN, Xinjiang University, Xinjiang University, affiliation not provided to SSRN, Nanjing Tech University, Royal Melbourne Institute of Technology (RMIT University), Anhui Jianzhu University and Southeast University
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Abstract:

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Multi-kernel Bayesian Gaussian process regression, Soil coefficient of consolidation, Geotechnical parameter prediction, Feature selection, Markov Chain Monte Carlo, Uncertainty quantification