Efficient reliability analysis of earth dam slope stability using extreme gradient boosting method

Deep learning-based feature engineering methods for improved building energy prediction

(2019) Cheng Fan et al.   APPLIED ENERGY

Bayesian network models for probabilistic evaluation of earthquake-induced liquefaction based on CPT and Vs databases

(2019) Jilei Hu et al.   ENGINEERING GEOLOGY

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

Bayesian Approach for Predicting Soil-Water Characteristic Curve from Particle-Size Distribution Data

(2019) Lin Wang et al.   Energies

Direct simulation of two-dimensional isotropic or anisotropic random field from sparse measurement using Bayesian compressive sampling

(2019) Yue Hu et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Reliability analysis of unsaturated slope stability considering SWCC model selection and parameter uncertainties

(2019) Dian-Qing Li et al.   ENGINEERING GEOLOGY

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

Influence of length effect on embankment slope reliability in 3D

(2018) Michael A. Hicks et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

Empirical and semi-analytical models for predicting peak outflows caused by embankment dam failures

(2018) Bo Wang et al.   JOURNAL OF HYDROLOGY

Advanced reliability analysis of slopes in spatially variable soils using multivariate adaptive regression splines

(2018) Lei-Lei Liu et al.   Geoscience Frontiers

Reliability analysis of slope stability under seismic condition during a given exposure time

(2018) H. W. Huang et al.   Landslides

Simulation of Random Fields with Trend from Sparse Measurements without Detrending

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

Effect of 2D spatial variability on slope reliability: A simplified FORM analysis

(2017) Jian Ji et al.   Geoscience Frontiers

Determination of site-specific soil-water characteristic curve from a limited number of test data – A Bayesian perspective

(2017) Lin Wang et al.   Geoscience Frontiers

Probabilistic stability analyses of undrained slopes by 3D random fields and finite element methods

(2017) Yong Liu et al.   Geoscience Frontiers

Efficient Bayesian networks for slope safety evaluation with large quantity monitoring information

(2017) Xueyou Li et al.   Geoscience Frontiers

Efficient system reliability analysis of soil slopes using multivariate adaptive regression splines-based Monte Carlo simulation

(2016) Lei-Lei Liu et al.   COMPUTERS AND GEOTECHNICS

Bayesian perspective on geotechnical variability and site characterization

(2016) Yu Wang et al.   ENGINEERING GEOLOGY

Response surface methods for slope reliability analysis: Review and comparison

(2016) Dian-Qing Li et al.   ENGINEERING GEOLOGY

Extreme Gradient Boosting as a Method for Quantitative Structure–Activity Relationships

(2016) Robert P. Sheridan et al.   Journal of Chemical Information and Modeling

Assessing small failure probabilities by AK–SS: An active learning method combining Kriging and Subset Simulation

(2016) Xiaoxu Huang et al.   STRUCTURAL SAFETY

Multivariate adaptive regression splines and neural network models for prediction of pile drivability

(2016) Wengang Zhang et al.   Geoscience Frontiers

Stability and failure mass of unsaturated heterogeneous slopes

(2015) Thi Minh Hue Le et al.   CANADIAN GEOTECHNICAL JOURNAL

Assessment of remedial measures to reduce exceedance probability of performance limit states in embankment dams

(2015) Mahdi Khalilzad et al.   COMPUTERS AND GEOTECHNICS

A multiple response-surface method for slope reliability analysis considering spatial variability of soil properties

(2015) Dian-Qing Li et al.   ENGINEERING GEOLOGY

Reliability back analysis of shear strength parameters of landslide with three-dimensional upper bound limit analysis theory

(2015) Lian-Heng Zhao et al.   Landslides

Enhancement of random finite element method in reliability analysis and risk assessment of soil slopes using Subset Simulation

(2015) Dian-Qing Li et al.   Landslides

Performance evaluation of classification algorithms by k-fold and leave-one-out cross validation

(2015) Tzu-Tsung Wong   PATTERN RECOGNITION

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

(2014) Zijun Cao et al.   STRUCTURAL SAFETY

Comparing Computer Experiments for the Gaussian Process Model Using Integrated Prediction Variance

(2013) Rachel T. Silvestrini et al.   Quality Engineering

Multivariate adaptive regression splines for analysis of geotechnical engineering systems

(2012) W.G. Zhang et al.   COMPUTERS AND GEOTECHNICS

Probabilistic analysis of seepage that considers the spatial variability of permeability for an embankment on soil foundation

(2012) Sung Eun Cho   ENGINEERING GEOLOGY

Effects of soil spatial variability on rainfall-induced landslides

(2011) Anastasia M. Santoso et al.   COMPUTERS & STRUCTURES

Stochastic analysis of unsaturated seepage through randomly heterogeneous earth embankments

(2011) Thi Minh Hue Le et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

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

(2010) Yu Wang et al.   CANADIAN GEOTECHNICAL JOURNAL

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

(2010) Yu Wang et al.   COMPUTERS AND GEOTECHNICS

Reliability Analysis of Earth Dams

(2010) G. L. Sivakumar Babu et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Probabilistic Analysis of Soil-Water Characteristic Curves

(2010) Kok-Kwang Phoon et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Stochastic analysis of free surface flow through earth dams

(2009) Ashraf A. Ahmed   COMPUTERS AND GEOTECHNICS

Influence of spatial variability of permeability property on steady state seepage flow and slope stability analysis

(2009) Amit Srivastava et al.   ENGINEERING GEOLOGY

Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation

(2009) J.D. Rodriguez et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Probabilistic Assessment of Slope Stability That Considers the Spatial Variability of Soil Properties

(2009) Sung Eun Cho   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING