Evaluation of Site Investigation Sufficiency by Bayesian Compressive Sampling

Project: Research

Research Output

  1. 2022
  2. Published

    CPT-based probabilistic liquefaction assessment considering soil spatial variability, interpolation uncertainty and model uncertainty

    Guan, Z. & Wang, Y., Jan 2022, In: Computers and Geotechnics. 141, 104504.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 25
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  3. Published

    Machine learning of geological details from borehole logs for development of high-resolution subsurface geological cross-section and geotechnical analysis

    Wang, Y., Shi, C. & Li, X., 2022, In: Georisk. 16, 1, p. 2-20 19 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 23
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  4. 2021
  5. Published
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  6. Published

    Selection of Standard Penetration Test Number for Geotechnical Investigation of a Vertical Cross-section Considering Spatial Variability and Correlation in Soil Properties

    Guan, Z. & Wang, Y., Nov 2021, In: Canadian Geotechnical Journal. 58, 11, p. 1654-1668

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  7. Published

    Development of Subsurface Geological Cross-Section from Limited Site-Specific Boreholes and Prior Geological Knowledge Using Iterative Convolution XGBoost

    Shi, C. & Wang, Y., Sept 2021, In: Journal of Geotechnical and Geoenvironmental Engineering. 147, 9, 04021082.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 56
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  8. Published

    Statistical Interpolation of Spatially Varying but Sparsely Measured 3D Geo-Data Using Compressive Sensing and Variational Bayesian Inference

    Zhao, T. & Wang, Y., Aug 2021, In: Mathematical Geosciences. 53, 6, p. 1171–1199

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 18
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  9. Published

    Non-parametric construction of site-specific non-Gaussian multivariate joint probability distribution from sparse measurements

    Guan, Z. & Wang, Y., Jul 2021, In: Structural Safety. 91, 102077.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 12
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  10. Published

    Delineating the spatial distribution of soil liquefaction potential in a cross-section from limited cone penetration tests

    Guan, Z., Wang, Y. & Zhao, T., Jun 2021, In: Soil Dynamics and Earthquake Engineering. 145, 106710.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 10
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  11. Published

    Interpolation of extremely sparse geo-data by data fusion and collaborative Bayesian compressive sampling

    Xu, J., Wang, Y. & Zhang, L., Jun 2021, In: Computers and Geotechnics. 134, 104098.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 17
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  12. Published

    Rational determination of cone penetration test quantity in a two-dimensional vertical cross-section for site investigation

    Guan, Z. & Wang, Y., Mar 2021, In: Tunnelling and Underground Space Technology. 109, 103771.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  13. Published

    Data-driven determination of sample number and efficient sampling locations for geotechnical site investigation of a cross-section using Voronoi diagram and Bayesian compressive sampling

    Wang, Y. & Li, P., Feb 2021, In: Computers and Geotechnics. 130, 103898.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 18
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  14. 2020
  15. Published
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  16. Published

    静力触探识别场地土层分布的贝叶斯学习方法研究

    胡越 & 王宇, Oct 2020, In: 工程地质学报. 28, 5, p. 966-972

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  17. Published

    Smart sampling strategy for investigating spatial distribution of subsurface shallow gas pressure in Hangzhou Bay area of China

    Guan, Z., Wang, Y., Cao, Z. & Hong, Y., 5 Sept 2020, In: Engineering Geology. 274, 105711.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 24
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  18. Published

    Probabilistic soil classification and stratification in a vertical cross-section from limited cone penetration tests using random field and Monte Carlo simulation

    Hu, Y. & Wang, Y., Aug 2020, In: Computers and Geotechnics. 124, 103634.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 28
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  19. Published

    Bayesian Supervised Learning of Site-Specific Geotechnical Spatial Variability from Sparse Measurements

    Hu, Y., Wang, Y., Zhao, T. & Phoon, K., Jun 2020, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. 6, 2, 04020019.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 23
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  20. Published

    Differentiation of discrete data with unequal measurement intervals and quantification of uncertainty in differentiation using Bayesian compressive sampling

    Zhao, T. & Wang, Y., Jun 2020, In: Computers and Geotechnics. 122, 103537.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 6
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