Stochastic simulation of geological cross-sections from boreholes: A random field approach with Markov Chain Monte Carlo method

Bayesian evidential learning of soil-rock interface identification using boreholes

(2023) Hao-Qing Yang et al.   COMPUTERS AND GEOTECHNICS

Deep Learning for Geotechnical Reliability Analysis with Multiple Uncertainties

(2022) Ze Zhou Wang   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Bayesian inference of spatially varying parameters in soil constitutive models by using deformation observation data

(2021) Yuan‐qin Tao et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

Probabilistic characterization of subsurface stratigraphic configuration with modified random field approach

(2021) Chao Zhao et al.   ENGINEERING GEOLOGY

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

Deep learning for efficient stochastic analysis with spatial variability

(2021) Xuzhen He et al.   Acta Geotechnica

Assessment of Reclamation-induced Consolidation Settlement Considering Stratigraphic Uncertainty and Spatial Variability of Soil Properties

(2021) Chao Shi et al.   CANADIAN GEOTECHNICAL JOURNAL

Coupled characterization of stratigraphic and geo-properties uncertainties – A conditional random field approach

(2021) Wenping Gong et al.   ENGINEERING GEOLOGY

Non-parametric and Data-driven Interpolation of Subsurface Soil Stratigraphy from Limited Data using Multiple Point Statistics

(2020) Chao Shi et al.   CANADIAN GEOTECHNICAL JOURNAL

Bayesian estimation of spatially varying soil parameters with spatiotemporal monitoring data

(2020) Hao-Qing Yang et al.   Acta Geotechnica

Stratigraphic uncertainty characterization using generalized coupled Markov chain

(2020) Zhi-Ping Deng et al.   Bulletin of Engineering Geology and the Environment

Stratigraphic uncertainty modelling with random field approach

(2020) Wenping Gong et al.   COMPUTERS AND GEOTECHNICS

Reliability analysis of unsaturated soil slope stability using spatial random field-based Bayesian method

(2020) M. L. Huang et al.   Landslides

Efficient method for probabilistic estimation of spatially varied hydraulic properties in a soil slope based on field responses: A Bayesian approach

(2018) Hao-Qing Yang et al.   COMPUTERS AND GEOTECHNICS

Unsaturated soil slope characterization with Karhunen–Loève and polynomial chaos via Bayesian approach

(2018) Hao-Qing Yang et al.   ENGINEERING WITH COMPUTERS

Impact of Autocorrelation Function Model on the Probability of Failure

(2018) Jianye Ching et al.   JOURNAL OF ENGINEERING MECHANICS

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

(2017) Y. Wang et al.   GEOTECHNIQUE

Truncated Gaussian and derived methods

(2016) Hélène Beucher et al.   COMPTES RENDUS GEOSCIENCE

Simulation of geologic uncertainty using coupled Markov chain

(2016) Xiao-Hui Qi et al.   ENGINEERING GEOLOGY

Quantifying stratigraphic uncertainties by stochastic simulation techniques based on Markov random field

(2016) Zhao Li et al.   ENGINEERING GEOLOGY

Markov chain Monte Carlo simulation using the DREAM software package: Theory, concepts, and MATLAB implementation

(2016) Jasper A. Vrugt   ENVIRONMENTAL MODELLING & SOFTWARE

Using Conditioned Random Field to Characterize the Variability of Geologic Profiles

(2016) X. Y. Li et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Bridging multipoint statistics and truncated Gaussian fields for improved estimation of channelized reservoirs with ensemble methods

(2015) Bogdan Sebacher et al.   COMPUTATIONAL GEOSCIENCES

Numerical methods for the discretization of random fields by means of the Karhunen–Loève expansion

(2014) Wolfgang Betz et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Quantification of spatial uncertainty in secondary compression of reclaimed land using a simulated geologic profile

(2013) Dongwoo Ryu et al.   ENGINEERING GEOLOGY

Impact of two geostatistical hydro-facies simulation strategies on head statistics under non-uniform groundwater flow

(2013) Raul Perulero Serrano et al.   JOURNAL OF HYDROLOGY

Probabilistic parameter estimation and predictive uncertainty based on field measurements for unsaturated soil slope

(2012) L.L. Zhang et al.   COMPUTERS AND GEOTECHNICS

Bayesian Approach for Probabilistic Site Characterization Using Cone Penetration Tests

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

Truncated Gaussian simulation of discrete-valued, ordinal coregionalized variables

(2010) Xavier Emery et al.   COMPUTERS & GEOSCIENCES

Relationships between correlation lengths and integral scales for covariance models with more than two parameters

(2010) Dionissios T. Hristopulos et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Comparison of indicator kriging, conditional indicator simulation and multiple-point statistics used to model slate deposits

(2008) F.G. Bastante et al.   ENGINEERING GEOLOGY

Truncated Plurigaussian Simulations to Characterize Aquifer Heterogeneity

(2008) Grégoire Mariethoz et al.   Groundwater

Treatment of input uncertainty in hydrologic modeling: Doing hydrology backward with Markov chain Monte Carlo simulation

(2008) Jasper A. Vrugt et al.   WATER RESOURCES RESEARCH

Multiple-point geostatistics for modeling subsurface heterogeneity: A comprehensive review

(2008) L. Y. Hu et al.   WATER RESOURCES RESEARCH