Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, Volume 16, Issue 1 (2022)

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Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, Volume 16, Issue 1 (2022)

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Special Issue: Data analytics in geotechnical and geological engineering Guest Editor: Yu Wang,Wengang Zhang, Xiaohui Qi, and Jianye Ching

Editorial

Editorial
Data analytics in geotechnical and geological engineering
Yu Wang, Wengang Zhang, Xiaohui Qi & Jianye Ching
Page: 1
Published online: 12 Feb 2022
CitationforData analytics in geotechnical and geological engineering | Full Text | PDF (434.6 KB) | EPUB
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Free Access

Articles

Article
Machine learning of geological details from borehole logs for development of high-resolution subsurface geological cross-section and geotechnical analysis
Yu Wang, Chao Shi & Xu Li
Pages: 2-20
Published online: 30 Sep 2021
AbstractforMachine learning of geological details from borehole logs for development of high-resolution subsurface geological cross-section and geotechnical analysis | Full Text | References | PDF (4.7 MB) | EPUB
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Article
Application of physics-informed neural networks to inverse problems in unsaturated groundwater flow
Ivan Depina, Saket Jain, Sigurdur Mar Valsson & Hrvoje Gotovac
Pages: 21-36
Published online: 30 Sep 2021
AbstractforApplication of physics-informed neural networks to inverse problems in unsaturated groundwater flow | Full Text | References | PDF (3.2 MB) | EPUB
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Open Access
Article
Quantification of statistical uncertainties of unconfined compressive strength of rock using Bayesian learning method
Liang Han, Lin Wang, Wengang Zhang & Zhixiong Chen
Pages: 37-52
Published online: 27 Jul 2021
AbstractforQuantification of statistical uncertainties of unconfined compressive strength of rock using Bayesian learning method | Full Text | References | PDF (5.6 MB) | EPUB | Supplemental
  • 436 Views
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Article
Quasi-site-specific multivariate probability distribution model for sparse, incomplete, and three-dimensional spatially varying soil data
Jianye Ching, Kok-Kwang Phoon, Zhiyong Yang & Armin W. Stuedlein
Pages: 53-76
Published online: 30 Sep 2021
AbstractforQuasi-site-specific multivariate probability distribution model for sparse, incomplete, and three-dimensional spatially varying soil data | Full Text | References | PDF (5.3 MB) | EPUB
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Article
Non-parametric modelling and simulation of spatiotemporally varying geo-data
Yu Wang, Yue Hu & Kok-Kwang Phoon
Pages: 77-97
Published online: 30 Sep 2021
AbstractforNon-parametric modelling and simulation of spatiotemporally varying geo-data | Full Text | References | PDF (3.1 MB) | EPUB
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Article
Optimal placement of sampling locations for identification of a two-dimensional space
Ikumasa Yoshida, Yosuke Tasaki & Yukihisa Tomizawa
Pages: 98-113
Published online: 30 Sep 2021
AbstractforOptimal placement of sampling locations for identification of a two-dimensional space | Full Text | References | PDF (3.4 MB) | EPUB
  • 368 Views
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Article
Challenges in data-driven site characterization
Kok-Kwang Phoon, Jianye Ching & Takayuki Shuku
Pages: 114-126
Published online: 09 Mar 2021
AbstractforChallenges in data-driven site characterization | Full Text | References | PDF (1.7 MB) | EPUB
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Article
Prediction of interface of geological formations using generalized additive model
Xiaohui Qi, Zhiyong Yang & Jian Chu
Pages: 127-139
Published online: 18 Jan 2022
AbstractforPrediction of interface of geological formations using generalized additive model | Full Text | References | PDF (2.1 MB) | EPUB
  • 388 Views
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Article
An efficient Bayesian method for estimating runout distance of region-specific landslides using sparse data
Tengyuan Zhao, Jieyang Lei & Ling Xu
Pages: 140-153
Published online: 22 Jul 2021
AbstractforAn efficient Bayesian method for estimating runout distance of region-specific landslides using sparse data | Full Text | References | PDF (2.3 MB) | EPUB
  • 583 Views
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Article
Bayesian learning of Gaussian mixture model for calculating debris flow exceedance probability
Qin-Xuan Deng, Jian He, Zi-Jun Cao, Iason Papaioannou, Dian-Qing Li & Kok-Kwang Phoon
Pages: 154-177
Published online: 27 Jan 2022
AbstractforBayesian learning of Gaussian mixture model for calculating debris flow exceedance probability | Full Text | References | PDF (5.7 MB) | EPUB
  • 548 Views
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Article
Performance-based assessment of permanent displacement of soil slopes using two-dimensional dynamic analysis
J. Zhang, J. T. Xian, C. G. Wu, W. T. Zheng & J. G. Zheng
Pages: 178-195
Published online: 06 Dec 2021
AbstractforPerformance-based assessment of permanent displacement of soil slopes using two-dimensional dynamic analysis | Full Text | References | PDF (2.2 MB) | EPUB
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