[HTML][HTML] Smart Techniques Promoting Sustainability in Construction Engineering and Management
Construction engineering and management (CEM) has become increasingly complicated
with the increasing size of engineering projects under different construction environments …
with the increasing size of engineering projects under different construction environments …
[HTML][HTML] A spatiotemporal deep learning method for excavation-induced wall deflections
Data-driven approaches such as neural networks are increasingly used for deep
excavations due to the growing amount of available monitoring data in practical projects …
excavations due to the growing amount of available monitoring data in practical projects …
[HTML][HTML] A deep transfer learning model for the deformation of braced excavations with limited monitoring data
The current deep learning models for braced excavation cannot predict deformation from the
beginning of excavation due to the need for a substantial corpus of sufficient historical data …
beginning of excavation due to the need for a substantial corpus of sufficient historical data …
Soil and rock parametric uncertainties
The purpose of Chapter 2 is to present practical tools and guidelines for the uncertainty
quantification of soil and rock properties with a primary focus on enhancing decision-making …
quantification of soil and rock properties with a primary focus on enhancing decision-making …
Coupled influence of geosynthetic reinforcement and column configuration on failure dynamics in deep mixed columns under embankment loading
G Zheng, L lv, X Yu, H Zhou - Acta Geotechnica, 2024 - Springer
The design of column-supported embankments requires a comprehensive evaluation of
overall stability and failure mechanisms. Previous research has investigated stress …
overall stability and failure mechanisms. Previous research has investigated stress …
Analytical solution for suction-induced seepage flow during suction bucket installation in multilayered soil with anisotropic permeability
Suction-induced seepage flow can significantly reduce the soil resistance during the
installation of suction buckets, thereby ensuring their intended penetration depths and the …
installation of suction buckets, thereby ensuring their intended penetration depths and the …
An interpretable probabilistic prediction algorithm for shield movement performance
Y Zhang, L Liu, J Wu, S Zeng, J Hu, Y Tao… - Frontiers in Earth …, 2024 - frontiersin.org
Total thrust and torque are two key indicators of shield movement performance. Most
existing data-driven machine learning studies focus on developing more accurate models …
existing data-driven machine learning studies focus on developing more accurate models …
Predicting the Elastic Modulus of Recycled Concrete Considering Material Nonuniformity: Mesoscale Numerical Method
J Zhang, X Zhu, M Zhou, X Huang - Materials, 2024 - mdpi.com
The evaluation of the elastic modulus of recycled concrete is one of the focuses of civil
engineering and structural engineering, which is not only related to the stability of building …
engineering and structural engineering, which is not only related to the stability of building …
Bayesian updating for ground surface settlements of shield tunneling
R Chen, X Zhou, M Yu, J Wu, Y Tao, F Xue… - Frontiers in Earth …, 2023 - frontiersin.org
Accurate prediction of ground surface settlements induced by shield construction is of great
significance for ensuring the safety of shield construction. This paper proposes a ground …
significance for ensuring the safety of shield construction. This paper proposes a ground …
2 Soil and Rock Parametric
The purpose of Chapter 2 is to present practical tools and guidelines for the uncertainty
quantification of soil and rock properties with a primary focus on enhancing decision-making …
quantification of soil and rock properties with a primary focus on enhancing decision-making …