Dr. HU Yue (胡越)

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Research Output

  1. 2022
  2. Published

    Bayesian supervised learning of 2D subsurface soil stratigraphy using limited cone penetration tests with consideration of uncertainty

    Hu, Y. & Wang, Y., 2022, Cone Penetration Testing 2022: Proceedings of the 5th International Symposium on Cone Penetration Testing (CPT’22), 8-10 June 2022, Bologna, Italy. Gottardi, G. & Tonni, L. (eds.). London: CRC Press, p. 459-465

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Check@CityULib
  3. Published

    Non-parametric modelling and simulation of spatiotemporally varying geo-data

    Wang, Y., Hu, Y. & Phoon, K., 2022, In: Georisk. 16, 1, p. 77-97

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 11
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  4. 2021
  5. Published

    2D high-resolution SBT image for subsurface soil zonation from limited CPTs using Bayesian compressive sampling

    Hu, Y. & Wang, Y., Sep 2021.

    Research output: Conference Papers (RGC: 31A, 31B, 32, 33) › 32_Refereed conference paper (no ISBN/ISSN) › peer-review

    Check@CityULib
  6. Published

    Quantification of Non-stationary Non-Gaussian Geotechnical Spatial Variability in a Specific Site from Sparse Measurements

    Hu, Y. & Wang, Y., 2021, Challenges and Innovations in Geomechanics: Proceedings of the 16th International Conference of IACMAG. Barla, M., Di Donna, A. & Sterpi, D. (eds.). Cham: Springer, Vol. 1. p. 339-346 (Lecture Notes in Civil Engineering; vol. 125).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Check@CityULib
  7. 2020
  8. 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 Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Check@CityULib
  9. 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 Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 14
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  10. Published

    Cone penetration test (CPT)-based subsurface soil classification and zonation in two-dimensional vertical cross section using Bayesian compressive sampling

    Wang, Y., Hu, Y. & Zhao, T., Jul 2020, In: Canadian Geotechnical Journal. 57, 7, p. 947-958 12 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 39
    Check@CityULib
  11. 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 Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 18
    Check@CityULib
  12. 2019
  13. Published

    Bayesian Learning of Site-Specific Spatial Variability Using Sparse Geotechnical Data

    Hu, Y., Zhao, T. & Wang, Y., Dec 2019, Proceedings of the 7th International Symposium on Geotechnical Safety and Risk (ISGSR 2019). Ching, J., Li, D. & Zhang, J. (eds.). Research Publishing (S) Pte. Ltd., p. 553-558 6 p.

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Check@CityULib
  14. Published

    Direct simulation of two-dimensional isotropic or anisotropic random field from sparse measurement using Bayesian compressive sampling

    Hu, Y., Zhao, T., Wang, Y., Choi, C. & Ng, C. W. W., Sep 2019, In: Stochastic Environmental Research and Risk Assessment. 33, 8-9, p. 1477–1496

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 22
    Check@CityULib
  15. Published

    Simulation of non-stationary non-Gaussian random fields from sparse measurements using Bayesian compressive sampling and Karhunen-Loève expansion

    Montoya-Noguera, S., Zhao, T., Hu, Y., Wang, Y. & Phoon, K., Jul 2019, In: Structural Safety. 79, p. 66-79

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 72
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  16. Published

    Simulation of random field samples directly from sparse measurements using Bayesian compressive sampling and Karhunen-Loève expansion

    Hu, Y., Wang, Y. & Zhao, T., May 2019, 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP 2019). Seoul National University, (International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP ).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Check@CityULib
  17. Published

    Simulation of random fields with trend from sparse measurements without detrending

    Wang, Y., Zhao, T., Hu, Y. & Phoon, K., Feb 2019, In: Journal of Engineering Mechanics. 145, 2, 04018130.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 52
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  18. 2018
  19. Published

    Statistical interpretation of spatially varying 2D geo-data from sparse measurements using Bayesian compressive sampling

    Zhao, T., Hu, Y. & Wang, Y., 28 Nov 2018, In: Engineering Geology. 246, p. 162-175

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 55
    Check@CityULib
  20. Published

    STATISTICAL INTERPOLATION OF SPATIALLY VARYING BUT SPARSELY MEASURED GEOTECHNICAL DATA USING BAYESIAN COMPRESSIVE SAMPLING

    HU, Y., ZHAO, T. & WANG, Y., May 2018, Proceedings of the 6th International Symposium on Reliability Engineering and Risk Management (6ISRERM). Qian, X., Pang, S. D., Ong, G. P. R. & Phoon, K. (eds.). Research Publishing, p. 267-272 6 p.

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Check@CityULib