A data driven real-time perception method of rock condition in TBM construction

An ensemble learning paradigm for subsurface stratigraphy from sparse measurements and augmented training images

Data-driven forward and inverse analysis of two-dimensional soil consolidation using physics-informed neural network

Dictionary Learning of Spatial Variability at a Specific Site Using Data from Other Sites

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

Evaluating statistical homogeneity of cone penetration test (CPT) data profile using auto-correlation function

Fusion of sparse non-co-located measurements from multiple sources for geotechnical site investigation

Immersive visualization of 3D subsurface ground model developed from sparse boreholes using virtual reality (VR)

Interpolation of non-stationary geo-data using Kriging with sparse representation of covariance function

Interpretable machine learning for selection of site-specific soil constitutive models and consolidation settlement analysis

Large-deformation simulations of root pull-out and breakage using material point method with a multi-level grid

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

Non-parametric simulation of random field samples from incomplete measurements using generative adversarial networks

Optimal selection of dictionary atoms for sparse dictionary learning of time-varying monitoring data in two-dimensional geotechnical problems

Partially drained uplift behaviour of plant roots in dilative soils

Physics-informed and data-driven machine learning of rock mass classification using prior geological knowledge and TBM operational data

Quantifying impacts of precipitation scenarios projected under climate change on annual probability of rainfall-induced landslides at a specific slope

Real-time fusion of multi-source monitoring data with geotechnical numerical model results using data-driven and physics-informed sparse dictionary learning

Similarity quantification of soil spatial variability between two cross-sections using auto-correlation functions

An algorithm based on distribution similarity to determine the representative sample size for particle morphology characterization

Analytical solutions for annual probability of slope failure induced by rainfall at a specific slope using bivariate distribution of rainfall intensity and duration

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

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

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

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

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

Data-driven simulation of two-dimensional cross-correlated random fields from limited measurements using joint sparse representation

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

Development of training image database for subsurface stratigraphy

Fast stratification of geological cross-section from CPT results with missing data using multitask and modified Bayesian compressive sensing

Interpretation of spatio-temporal variation of precipitation from spatially sparse measurements using Bayesian compressive sensing (BCS)

Modified value stabilization methodology (MVSM) to efficiently determine the sample size required for particle morphology quantification

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

Numerical investigation of rainfall intensity and duration control of rainfall-induced landslide at a specific slope using slope case histories and actual rainfall records

Probabilistic back analysis of rainfall-induced slope failure considering slope survival records from past rainfall events

Probabilistic hazard analysis of rainfall-induced landslides at a specific slope considering rainfall uncertainty and soil spatial variability

Quantifying reliability of liquefaction severity map developed from sparse cone penetration tests

Simulating the anchorage behaviour of plant roots of different morphological traits

Stochastic analysis of load-transfer mechanism of energy piles by random finite difference model

Adaptive Monte Carlo Simulation Method and Its Applications to Reliability Analysis of Series Systems with a Large Number of Components

Adaptive sampling strategy for characterizing spatial distribution of soil liquefaction potential using cone penetration test

An active learning reliability analysis method using adaptive Bayesian compressive sensing and Monte Carlo simulation (ABCS-MCS)

Assessment of Liquefaction-Induced Differential Ground Settlement and Lateral Displacement Using Standard Penetration Tests with Consideration of Soil Spatial Variability

Assessment of reclamation-induced consolidation settlement considering stratigraphic uncertainty and spatial variability of soil properties

CPT-based probabilistic liquefaction assessment considering soil spatial variability, interpolation uncertainty and model uncertainty

Data-driven characterization of the correlation between uniaxial compressive strength and Youngs’ modulus of rock without regression models

Data-driven construction of Three-dimensional subsurface geological models from limited Site-specific boreholes and prior geological knowledge for underground digital twin

Development of a Slope Digital Twin for Predicting Temporal Variation of Rainfall-Induced Slope Instability Using Past Slope Performance Records and Monitoring Data

Different failure modes assessment of bell-spigot jointed ductile iron pipes under abrupt transverse ground movements

Efficient three-dimensional soil liquefaction potential and reconsolidation settlement assessment from limited CPTs considering spatial variability

Fusion of geotechnical and geophysical data for 2D subsurface site characterization using multi-source Bayesian compressive sampling

Joint kinematics and sealing capacity assessment of ductile iron pipes under abrupt transverse ground movements

Machine learning of geological details from borehole logs for development of high-resolution subsurface geological cross-section and geotechnical analysis

Machine learning of three-dimensional subsurface geological model for a reclamation site in Hong Kong

Modelling root–soil mechanical interaction considering root pull‑out and breakage failure modes

Non-parametric modelling and simulation of spatiotemporally varying geo-data

Probabilistic-based analysis and model selection of the tangential stiffness reduction: displacement curves of nonconforming contacts

Quantification of stratigraphic boundary uncertainty from limited boreholes and its effect on slope stability analysis

Quantifying annual occurrence probability of rainfall-induced landslide at a specific slope

SPT-based probabilistic evaluation of soil liquefaction potential considering design life of civil infrastructures

Bayesian selection of slope hydraulic model and identification of model parameters using monitoring data and subset simulation

Data-driven determination of sample number and efficient sampling locations for geotechnical site investigation of a cross-section using Voronoi diagram and Bayesian compressive sampling

Delineating the spatial distribution of soil liquefaction potential in a cross-section from limited cone penetration tests

Development of an Efficient Response Surface Method for Highly Nonlinear Systems from Sparse Sampling Data Using Bayesian Compressive Sensing

Development of Subsurface Geological Cross-Section from Limited Site-Specific Boreholes and Prior Geological Knowledge Using Iterative Convolution XGBoost

Efficient CPT locations for characterizing spatial variability of soil properties within a multilayer vertical cross-section using information entropy and Bayesian compressive sensing

Experimental study on the coefficient of restitution of grain against block interfaces for natural and engineered materials

Interpolation of extremely sparse geo-data by data fusion and collaborative Bayesian compressive sampling

Mechanical response estimation of jointed rigid pipes under normal fault rupture

Nonparametric and data-driven interpolation of subsurface soil stratigraphy from limited data using multiple point statistics

Non-parametric construction of site-specific non-Gaussian multivariate joint probability distribution from sparse measurements

Non-parametric machine learning methods for interpolation of spatially varying non-stationary and non-Gaussian geotechnical properties

Numerical and physical modeling of submarine telecommunication cables subjected to abrupt lateral seabed movements

Probabilistic characterisation of uniaxial compressive strength of rock using test results from multiple types of punch tests

Probabilistic simulation of entire process of rainfall-induced landslides using random finite element and material point methods with hydro-mechanical coupling

Rational determination of cone penetration test quantity in a two-dimensional vertical cross-section for site investigation

Reliability analysis of an existing slope at a specific site considering rainfall triggering mechanism and its past performance records

Reliability-based design of rigid pipes installed by induced trench method with tire-derived aggregate inclusions

Selection of standard penetration test number for geotechnical investigation of a vertical cross section considering spatial variability and correlation in soil properties

Smart determination of borehole number and locations for stability analysis of multi-layered slopes using multiple point statistics and information entropy

Spatial-Temporal Variation of Soil Sliding Probability in Cohesive Slopes with Spatially Variable Soils

Statistical Interpolation of Spatially Varying but Sparsely Measured 3D Geo-Data Using Compressive Sensing and Variational Bayesian Inference

Training image selection for development of subsurface geological cross-section by conditional simulations

Adaptive Monte Carlo simulation method for system reliability analysis of slope stability based on limit equilibrium methods

Bayesian Supervised Learning of Site-Specific Geotechnical Spatial Variability from Sparse Measurements

Cone penetration test (CPT)-based subsurface soil classification and zonation in two-dimensional vertical cross section using bayesian compressive sampling

Differentiation of discrete data with unequal measurement intervals and quantification of uncertainty in differentiation using Bayesian compressive sampling

Effects of Parameter Uncertainties on Interaction between Submarine Telecommunication Cables and Lateral Seabed Movements

Fast non-parametric simulation of 2D multi-layer cone penetration test (CPT) data without pre-stratification using Markov Chain Monte Carlo simulation

Identification of failure slip surfaces for landslide risk assessment using smoothed particle hydrodynamics

Interaction between Dry Granular Flow and Rigid Barrier with Basal Clearance: Analytical and Physical Modelling

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

Non-parametric simulation of non-stationary non-gaussian 3D random field samples directly from sparse measurements using signal decomposition and Markov Chain Monte Carlo (MCMC) simulation

Numerical simulation of the 1995 rainfall-induced Fei Tsui Road landslide in Hong Kong: new insights from hydro-mechanically coupled material point method

Probabilistic estimation of cross-variogram based on Bayesian inference

Probabilistic soil classification and stratification in a vertical cross-section from limited cone penetration tests using random field and Monte Carlo simulation

Probabilistic stability analyses of slope reinforced with piles in spatially variable soils

Simplified analysis of curvilinear penetration of free fall sphere projectile in soft soil

Smart sampling strategy for investigating spatial distribution of subsurface shallow gas pressure in Hangzhou Bay area of China

Statistical charts for determining sample size at various levels of accuracy and confidence in geotechnical site investigation

Stochastic evaluation of leakages through holes in wrinkle networks of composite liners

Bayesian Parameter Identification and Model Selection for Normalized Modulus Reduction Curves of Soils

Determination of efficient sampling locations in geotechnical site characterization using information entropy and bayesian compressive sampling

Direct Simulation of Two-Dimensional Isotropic or Anisotropic Random Field From Sparse Measurement Using Bayesian Compressive Sampling

Estimation of rock mass deformation modulus using indirect information from multiple sources

Evaluation of Critical Slip Surface in Limit Equilibrium Analysis of Slope Stability by Smoothed Particle Hydrodynamics

Full probabilistic design of earth retaining structures using generalized subset simulation

Investigation of slope failure mode evolution during large deformation in spatially variable soils by random limit equilibrium and material point methods

Probabilistic analysis of post-failure behavior of soil slopes using random smoothed particle hydrodynamics

Probabilistic Characterization of Hoek–Brown Constant m_i of Rock Using Hoek’s Guideline Chart, Regression Model and Uniaxial Compression Test

Review of uncertainty-based design methods of central air-conditioning systems and future research trends

Sample size determination in geotechnical site investigation considering spatial variation and correlation

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

Simulation of random fields with trend from sparse measurements without detrending

Statistical inference of random field auto-correlation structure from multiple sets of incomplete and sparse measurements using Bayesian compressive sampling-based bootstrapping

A simplified method to estimate curvatures of continuous pipelines induced by normal fault movement

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

Influence of rock property correlation on reliability analysis of rock slope stability: From property characterization to reliability analysis

Interpolating spatially varying soil property values from sparse data for facilitating characteristic value selection

Interpretation of pile lateral response from deflection measurement data: A compressive sampling-based method

Probabilistic Characterization of Site-Specific Inherent Variability of Undrained Shear Strength Using Both Indirect and Direct Measurements

Simulation of cross-correlated random field samples from sparse measurements using Bayesian compressive sensing

Statistical interpretation of spatially varying 2D geo-data from sparse measurements using Bayesian compressive sampling

Bayesian assessment of site-specific performance of geotechnical design charts with unknown model uncertainty

Bayesian identification of multiple seismic change points and varying seismic rates caused by induced seismicity

Evaluation of rock property variability

Failure probability assessment and parameter sensitivity analysis of a contaminant's transit time through a compacted clay liner

Influence of particle size on the mechanism of dry granular run-up on a rigid barrier

Interpolation of spatially varying but sparsely measured geo-data: A comparative study

Multiobjective Path Optimization for Critical Infrastructure Links with Consideration to Seismic Resilience

Probabilistic assessment of liquefiable soil thickness considering spatial variability and model and parameter uncertainties

Sources of uncertainty in site characterization and their impact on geotechnical reliability-based design

Statistical interpretation of soil property profiles from sparse data using Bayesian compressive sampling

Bayesian characterization of correlation between uniaxial compressive strength and Young's modulus of rock

Bayesian Equivalent Sample Toolkit (BEST): an Excel VBA program for probabilistic characterisation of geotechnical properties from limited observation data

Bayesian identification of random field model using indirect test data

Bayesian perspective on geotechnical variability and site characterization

Evaluating Variability and Uncertainty of Geological Strength Index at a Specific Site

Interpretation of soil property profile from limited measurement data: A compressive sampling perspective

Investigation of the ageing effect on chiller plant maximum cooling capacity using Bayesian Markov Chain Monte Carlo method

Numerical Parametric Study of Tunneling-Induced Joint Rotation Angle in Jointed Pipelines

Optimal Cable Laying Across an Earthquake Fault Line Considering Elliptical Failures

Quantification of prior knowledge in geotechnical site characterization

Quantifying the cross-correlation between effective cohesion and friction angle of soil from limited site-specific data

Site-specific characterization of soil properties using multiple measurements from different test procedures at different locations – A Bayesian sequential updating approach

Some Observations on ISO2394:2015 Annex D (Reliability of Geotechnical Structures)

Three-Dimensional Centrifuge Modeling of Ground and Pipeline Response to Tunnel Excavation

HVAC system design under peak load prediction uncertainty using multiple-criterion decision making technique

Selection of site-specific regression model for characterization of uniaxial compressive strength of rock

Site-specific probability distribution of geotechnical properties

Bayesian identification of soil strata in London clay

Bayesian inverse analysis for geotechnical site characterisation using Cone Penetration Test

Bayesian model comparison and characterization of undrained shear strength

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

Probabilistic slope stability analysis by risk aggregation

Bayesian approach for probabilistic site characterization using cone penetration tests

Buried Pipeline Responses to Ground Displacements Induced by Adjacent Static Pipe Bursting

Expanded reliability-based design of piles in spatially variable soil using efficient Monte Carlo simulations

MCS-based probabilistic design of embedded sheet pile walls

Probabilistic characterization of Young's modulus of soil using equivalent samples

Probabilistic identification of underground soil stratification using cone penetration tests

Risk de-aggregation and system reliability analysis of slope stability using representative slip surfaces

Uncertain parameter sensitivity in Monte Carlo Simulation by sample reassembling

Numerical modeling of tunneling effect on buried pipelines

Practical reliability analysis of slope stability by advanced Monte Carlo simulations in a spreadsheet

Reliability-based design of spread foundations by monte carlo simulations

Bayesian approach for probabilistic characterization of sand friction angles

Efficient Monte Carlo Simulation of parameter sensitivity in probabilistic slope stability analysis

Expanded reliability-based design approach for drilled shafts

Implementing advanced Monte Carlo simulation under spreadsheet environment

Seismic risk assessment and mitigation of water supply systems

任意荷载下管土相互作用解答

Dispersion splitting of Rayleigh waves in layered azimuthally anisotropic media

Reliability index for serviceability limit state of drilled shafts under undrained compression

Reliability-Based economic design optimization of Spread Foundations

Spatial distribution of water supply reliability and critical links of water supply to crucial water consumers under an earthquake

Economic design optimization of foundations

Reliability index for serviceability limit state of building foundations

Interpretation of secant shear modulus degradation? Characteristics from pressuremeter tests

Liquefaction and ground failures in San Francisco

Effects of Stress Paths on the Small-Strain Stiffness of Completely Decomposed Granite

Field and Laboratory Measurements of Small Strain Stiffness of Decomposed Granites

A simplified method to estimate curvatures of continuous pipelines induced by normal fault movement

Article

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

Article

Influence of rock property correlation on reliability analysis of rock slope stability: From property characterization to reliability analysis

Article

Interpolating spatially varying soil property values from sparse data for facilitating characteristic value selection

Article

Interpretation of pile lateral response from deflection measurement data: A compressive sampling-based method

Article

Probabilistic Characterization of Site-Specific Inherent Variability of Undrained Shear Strength Using Both Indirect and Direct Measurements

Article

Simulation of cross-correlated random field samples from sparse measurements using Bayesian compressive sensing

Article

Statistical interpretation of spatially varying 2D geo-data from sparse measurements using Bayesian compressive sampling

Article

Bayesian assessment of site-specific performance of geotechnical design charts with unknown model uncertainty

Article

Bayesian identification of multiple seismic change points and varying seismic rates caused by induced seismicity

Article

Evaluation of rock property variability

Article

Failure probability assessment and parameter sensitivity analysis of a contaminant's transit time through a compacted clay liner

Article

Influence of particle size on the mechanism of dry granular run-up on a rigid barrier

Article

Interpolation of spatially varying but sparsely measured geo-data: A comparative study

Article

Multiobjective Path Optimization for Critical Infrastructure Links with Consideration to Seismic Resilience

Article

Probabilistic assessment of liquefiable soil thickness considering spatial variability and model and parameter uncertainties

Article

Sources of uncertainty in site characterization and their impact on geotechnical reliability-based design

Article

Statistical interpretation of soil property profiles from sparse data using Bayesian compressive sampling

Article

Bayesian characterization of correlation between uniaxial compressive strength and Young's modulus of rock

Article

Bayesian Equivalent Sample Toolkit (BEST): an Excel VBA program for probabilistic characterisation of geotechnical properties from limited observation data

Article

Bayesian identification of random field model using indirect test data

Article

Bayesian perspective on geotechnical variability and site characterization

Article

Evaluating Variability and Uncertainty of Geological Strength Index at a Specific Site

Article

Interpretation of soil property profile from limited measurement data: A compressive sampling perspective

Article

Investigation of the ageing effect on chiller plant maximum cooling capacity using Bayesian Markov Chain Monte Carlo method

Article

Numerical Parametric Study of Tunneling-Induced Joint Rotation Angle in Jointed Pipelines

Article

Optimal Cable Laying Across an Earthquake Fault Line Considering Elliptical Failures

Article

Quantification of prior knowledge in geotechnical site characterization

Article

Quantifying the cross-correlation between effective cohesion and friction angle of soil from limited site-specific data

Article

Site-specific characterization of soil properties using multiple measurements from different test procedures at different locations – A Bayesian sequential updating approach

Article

Some Observations on ISO2394:2015 Annex D (Reliability of Geotechnical Structures)

Article

Three-Dimensional Centrifuge Modeling of Ground and Pipeline Response to Tunnel Excavation

Article

HVAC system design under peak load prediction uncertainty using multiple-criterion decision making technique

Article

Selection of site-specific regression model for characterization of uniaxial compressive strength of rock

Article

Site-specific probability distribution of geotechnical properties

Article

Bayesian identification of soil strata in London clay

Article

Bayesian inverse analysis for geotechnical site characterisation using Cone Penetration Test

Article

Bayesian model comparison and characterization of undrained shear strength

Article

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

Article

Probabilistic slope stability analysis by risk aggregation

Article

Bayesian approach for probabilistic site characterization using cone penetration tests

Article

Buried Pipeline Responses to Ground Displacements Induced by Adjacent Static Pipe Bursting

Article

Expanded reliability-based design of piles in spatially variable soil using efficient Monte Carlo simulations

Article

MCS-based probabilistic design of embedded sheet pile walls

Article

Probabilistic characterization of Young's modulus of soil using equivalent samples

Article

Probabilistic identification of underground soil stratification using cone penetration tests

Article

Risk de-aggregation and system reliability analysis of slope stability using representative slip surfaces

Article

Uncertain parameter sensitivity in Monte Carlo Simulation by sample reassembling

Article

Numerical modeling of tunneling effect on buried pipelines

Article

Practical reliability analysis of slope stability by advanced Monte Carlo simulations in a spreadsheet

Article

Reliability-based design of spread foundations by monte carlo simulations

Article

Bayesian approach for probabilistic characterization of sand friction angles

Article

Efficient Monte Carlo Simulation of parameter sensitivity in probabilistic slope stability analysis

Article

Expanded reliability-based design approach for drilled shafts

Article

Implementing advanced Monte Carlo simulation under spreadsheet environment

Article

Seismic risk assessment and mitigation of water supply systems

Article

任意荷载下管土相互作用解答

Article

Dispersion splitting of Rayleigh waves in layered azimuthally anisotropic media

Article

Reliability index for serviceability limit state of drilled shafts under undrained compression

Article

Reliability-Based economic design optimization of Spread Foundations

Article

Spatial distribution of water supply reliability and critical links of water supply to crucial water consumers under an earthquake

Article

Economic design optimization of foundations

Article

Reliability index for serviceability limit state of building foundations

Article

Interpretation of secant shear modulus degradation? Characteristics from pressuremeter tests

Article

Liquefaction and ground failures in San Francisco

Article

Effects of Stress Paths on the Small-Strain Stiffness of Completely Decomposed Granite

Article

Field and Laboratory Measurements of Small Strain Stiffness of Decomposed Granites

Article