Academic Profile : Faculty

Asst Prof Chao Shi_1.jpg picture
Asst Prof Shi Chao
Assistant Professor, School of Civil and Environmental Engineering
External Links
Journal Articles
(Not applicable to NIE
staff as info will be
pulled from PRDS)
Shi, C.*, Wang, Y. and Yang, H. 2024. An ensemble learning paradigm for subsurface stratigraphy from sparse measurements and augmented training images. Tunnelling and Underground Space Technology, in press.

Sun, B., Shi, C.* and Leung, A. 2024. Numerical investigation on thermomechanical behaviour of driven energy piles subjected to cyclic thermal loading in sand. Computers and Geotechnics, in press.

Wang, Y., Shi, C.*, Shi, J. and Lv, H. 2024. Data-driven forward and inverse analysis of two-dimensional soil consolidation using physics-informed neural network. Acta Geotechnica, in press.

Shi, C., Wang, Y. and Kamchoom, V. 2023. Data-driven Multi-stage Sampling Strategy for a Three-dimensional Geological Domain using Weighted Centroidal Voronoi Tessellation and IC-XGBoost3D. Engineering Geology, 325, p. 107301.

Shi, C. and Wang, Y. 2023. Data-driven Spatio-temporal Analysis of Consolidation for Rapid Reclamation. Geotechnique,

Shi, C. and Wang, Y. 2022. Data-driven digital twin construction of subsurface three-dimensional geological domain from training images and limited site-specific boreholes using C-XGBoost3D. Tunnelling and Underground Space Technology, 126, p.104493.

Shi, C. and Wang, Y. 2022. Stochastic analysis of load transfer mechanism of energy piles by random finite difference model. Journal of Rock Mechanics and Geotechnical Engineering,

Shi, C. and Wang, Y. 2021. Non-parametric and data-driven interpolation of subsurface soil stratigraphy from limited data using multiple point statistics. Canadian Geotechnical Journal, 58(2): 261-280.

Shi, C. and Wang, Y. 2021. Development of Subsurface Geological Cross-section from limited site-specific boreholes and prior geological knowledge using iterative convolution XGBoost. Journal of Geotechnical and Geoenvironmental Engineering, 147(9), 04021082.