Artificial Intelligence Based Technology For Characterization Of Subsurface Rocks Surrounding Tunnel Boring Machine (TBM) And TBM Automatic Control

Project: Research

Research Output

  1. 2023
  2. Published

    Non-parametric generation of multivariate cross-correlated random fields directly from sparse measurements using Bayesian compressive sensing and Markov chain Monte Carlo simulation

    Li, P., Wang, Y. & Guan, Z., Dec 2023, In: Stochastic Environmental Research and Risk Assessment. 37, 12, p. 4607–4628

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

    Scopus citations: 1
    Check@CityULib
  3. Online published

    Digital geotechnics: from data-driven site characterisation towards digital transformation and intelligence in geotechnical engineering

    Wang, Y. & Tian, H., 6 Nov 2023, (Online published) In: Georisk.

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

    Scopus citations: 2
    Check@CityULib
  4. Published

    Data-driven multi-stage sampling strategy for a three-dimensional geological domain using weighted centroidal voronoi tessellation and IC-XGBoost3D

    Shi, C., Wang, Y. & Kamchoom, V., Nov 2023, In: Engineering Geology. 325, 107301.

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

    Scopus citations: 3
    Check@CityULib
  5. Published

    Data-driven analysis of soil consolidation with prefabricated vertical drains considering stratigraphic variation

    Wang, Y. & Shi, C., Sept 2023, In: Computers and Geotechnics. 161, 105569.

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

    Scopus citations: 4
    Check@CityULib
  6. Published

    Data-Driven Development of Three-Dimensional Subsurface Models from Sparse Measurements Using Bayesian Compressive Sampling: A Benchmarking Study

    Lyu, B., Hu, Y. & Wang, Y., Jun 2023, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. 9, 2, 04023010.

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

    Scopus citations: 15
    Check@CityULib
  7. Published

    Data-driven sequential development of geological cross-sections along tunnel trajectory

    Shi, C. & Wang, Y., Apr 2023, In: Acta Geotechnica. 18, 4, p. 1739–1754

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

    Scopus citations: 7
    Check@CityULib
  8. Online published

    Data-driven spatio-temporal analysis of consolidation for rapid reclamation

    Shi, C. & Wang, Y., 21 Feb 2023, (Online published) In: Geotechnique.

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

    Scopus citations: 13
    Check@CityULib
  9. Published

    Development of training image database for subsurface stratigraphy

    Shi, C. & Wang, Y., 2023, In: Georisk. 17, 1, p. 23-40

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

    Scopus citations: 2
    Check@CityULib