Safety assessment of excavation system via TOPSIS-based MCDM modelling in fuzzy environment

SS Lin, A Zhou, SL Shen - Applied Soft Computing, 2023 - Elsevier
Excavation construction is a high-risk activity, where involves various aspects. Accurate
recognition of high-risk factors and implementation of countermeasures can greatly reduce …

[HTML][HTML] Interpreting random fields through the U-Net architecture for failure mechanism and deformation predictions of geosystems

ZZ Wang, J Zhang, H Huang - Geoscience Frontiers, 2024 - Elsevier
The representation of spatial variation of soil properties in the form of random fields permits
advanced probabilistic assessment of slope stability. In many studies, the safety margin of …

Influence of geological uncertainty and soil spatial variability on tunnel deformation and their importance evaluation

JZ Zhang, QH Jiang, DM Zhang, HW Huang… - … and Underground Space …, 2024 - Elsevier
In geotechnical engineering, geological uncertainty and the inherent spatial variability of soil
properties are two primary sources of uncertainty, significantly impacting embedded geo …

Spatio-temporal sequence prediction of CO2 flooding and sequestration potential under geological and engineering uncertainties

X Zhuang, W Wang, Y Su, Y Li, Z Dai, B Yuan - Applied Energy, 2024 - Elsevier
CO 2 injection for subsurface hydrocarbon development not only enhances oil and gas
recovery but also enables CO 2 sequestration in the subsurface. It is essential to develop …

Experimental study of the coupling effect on segmental shield tunnel lining under surcharge loading and excavation unloading

JZ Zhang, HW Huang, DM Zhang, KK Phoon - Tunnelling and Underground …, 2023 - Elsevier
Surcharge loading and excavation unloading are two common engineering disturbances
affecting the adjacent tunnel in congested urban areas. The coupling effect on segmental …

Data-driven and physics-informed Bayesian learning of spatiotemporally varying consolidation settlement from sparse site investigation and settlement monitoring …

H Tian, Y Wang - Computers and Geotechnics, 2023 - Elsevier
A digital twin of a geotechnical project (eg, a reclamation or ground improvement project) is
a virtual model that aims to continuously learn from actual observations (eg, site …

[HTML][HTML] Smart Techniques Promoting Sustainability in Construction Engineering and Management

SS Lin, SL Shen, A Zhou, XS Chen - Engineering, 2024 - Elsevier
Construction engineering and management (CEM) has become increasingly complicated
with the increasing size of engineering projects under different construction environments …

Multi-scale generative adversarial networks (GAN) for generation of three-dimensional subsurface geological models from limited boreholes and prior geological …

B Lyu, Y Wang, C Shi - Computers and Geotechnics, 2024 - Elsevier
Delineation of subsurface stratigraphy is an essential task in site characterization. A three-
dimensional (3D) subsurface geological model that precisely depicts stratigraphic …

Influence of geological uncertainty on longitudinal deformation of tunnel based on improved coupled Markov chain

QH Jiang, JZ Zhang, DM Zhang, HW Huang, JK Shi… - Engineering …, 2024 - Elsevier
The complex geological condition encountered during excavation is the key challenge for
tunneling projects. Therefore, tunnel design and construction require a comprehensive …

Comparison of data-driven site characterization methods through benchmarking: Methodological and application aspects

T Shuku, KK Phoon - ASCE-ASME Journal of Risk and Uncertainty …, 2023 - ascelibrary.org
Site characterization is one of the most crucial steps for decision making in geotechnical
engineering and to the fullest extent possible should be conducted based on objective data …