Novel approach to estimate vertical scale of fluctuation based on CPT data using convolutional neural networks

Recurrent neural networks for complicated seismic dynamic response prediction of a slope system

(2021) Yu Huang et al.   ENGINEERING GEOLOGY

Effect of ground surface surcharge on deformational performance of tunnel in spatially variable soil

(2021) Jin-Zhang Zhang et al.   COMPUTERS AND GEOTECHNICS

How to classify sand types: A deep learning approach

(2021) Yejin Kim et al.   ENGINEERING GEOLOGY

Estimation of effective cohesion using artificial neural networks based on index soil properties: A Singapore case

(2021) Yongmin Kim et al.   ENGINEERING GEOLOGY

AI-powered landslide susceptibility assessment in Hong Kong

(2021) Haojie Wang et al.   ENGINEERING GEOLOGY

Towards semi-automatic discontinuity characterization in rock tunnel faces using 3D point clouds

(2021) Jiayao Chen et al.   ENGINEERING GEOLOGY

Automated extraction and evaluation of fracture trace maps from rock tunnel face images via deep learning

(2021) Jiayao Chen et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Quantitative evaluation of geological uncertainty and its influence on tunnel structural performance using improved coupled Markov chain

(2021) Jin-Zhang Zhang et al.   Acta Geotechnica

Modelling the performance of EPB shield tunnelling using machine and deep learning algorithms

(2021) Song-Shun Lin et al.   Geoscience Frontiers

Evaluation of bridge decks with overlays using impact echo, a deep learning approach

(2020) Sattar Dorafshan et al.   AUTOMATION IN CONSTRUCTION

Shear loading detection of through bolts in bridge structures using a percussion‐based one‐dimensional memory‐augmented convolutional neural network

(2020) Furui Wang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Meta-modelling of coupled thermo-hydro-mechanical behaviour of hydrate reservoir

(2020) Mingliang Zhou et al.   COMPUTERS AND GEOTECHNICS

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

(2019) Silvana Montoya-Noguera et al.   STRUCTURAL SAFETY

Identification of sample path smoothness in soil spatial variability

(2019) Jianye Ching et al.   STRUCTURAL SAFETY

Interpolation and stratification of multilayer soil property profile from sparse measurements using machine learning methods

(2019) Tengyuan Zhao et al.   ENGINEERING GEOLOGY

Deep learning–based image instance segmentation for moisture marks of shield tunnel lining

(2019) Shuai Zhao et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Direct simulation of random field samples from sparsely measured geotechnical data with consideration of uncertainty in interpretation

(2018) Yu Wang et al.   CANADIAN GEOTECHNICAL JOURNAL

Effect of spatial variability of shear strength parameters on critical slip surfaces of slopes

(2018) Xiao-Hui Qi et al.   ENGINEERING GEOLOGY

Vertical spatial correlation length based on standard penetration tests

(2018) Emir Ahmet Oguz et al.   MARINE GEORESOURCES & GEOTECHNOLOGY

A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load

(2018) Wei Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep learning based image recognition for crack and leakage defects of metro shield tunnel

(2018) Hong-wei Huang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Simulation of Random Fields with Trend from Sparse Measurements without Detrending

(2018) Yu Wang et al.   JOURNAL OF ENGINEERING MECHANICS

Influence of spatial variability of soil Young's modulus on tunnel convergence in soft soils

(2017) H.W. Huang et al.   ENGINEERING GEOLOGY

Evaluation of the maximum horizontal displacement around the power station caverns using artificial neural network

(2017) Morteza Rajabi et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Random field characterization of uniaxial compressive strength and elastic modulus for intact rocks

(2017) Hua-Xin Liu et al.   Geoscience Frontiers

Evaluation of the scale of fluctuation of geotechnical parameters by autocorrelation function and semivariogram function

(2016) Site Onyejekwe et al.   ENGINEERING GEOLOGY

Random finite element method for spudcan foundations in spatially variable soils

(2016) J.H. Li et al.   ENGINEERING GEOLOGY

Evaluation of spatial soil variability in the Pearl River Estuary using CPTU data

(2016) Emanuel Bombasaro et al.   SOILS AND FOUNDATIONS

Bayesian model comparison and selection of spatial correlation functions for soil parameters

(2014) Zijun Cao et al.   STRUCTURAL SAFETY

Reliability Analysis of Load and Resistance Factor Design of Slopes

(2013) Rodrigo Salgado et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Effect of spatial correlation of standard penetration test (SPT) data on bearing capacity of driven piles in sand

(2012) Lianyang Zhang et al.   CANADIAN GEOTECHNICAL JOURNAL

Bayesian Approach for Probabilistic Site Characterization Using Cone Penetration Tests

(2012) Zijun Cao et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Comparison of different probabilistic methods for predicting stability of a slope in spatially variable c– soil

(2009) R. Suchomel et al.   COMPUTERS AND GEOTECHNICS

Spatial correlation structures of CPT data in a liquefaction site

(2009) Chia Nan Liu et al.   ENGINEERING GEOLOGY

Design of laterally loaded piles in clays based on cone penetration test data: a reliability-based approach

(2009) S. HALDAR et al.   GEOTECHNIQUE