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

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

(2018) Tengyuan Zhao et al.   CANADIAN GEOTECHNICAL JOURNAL

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

(2017) Y. Wang et al.   GEOTECHNIQUE

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

(2017) Y. Wang et al.   GEOTECHNIQUE

Spatial Variability of CPT Parameters and Silty Fines in Liquefiable Beach Sands

(2017) Taeho Bong et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Worst case scale of fluctuation in basal heave analysis involving spatially variable clays

(2017) Jianye Ching et al.   STRUCTURAL SAFETY

Reliability-based geotechnical design in 2014 Canadian Highway Bridge Design Code

(2016) Gordon A. Fenton et al.   CANADIAN GEOTECHNICAL JOURNAL

Statistical characterization of random field parameters using frequentist and Bayesian approaches

(2016) Jianye Ching et al.   CANADIAN GEOTECHNICAL JOURNAL

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

(2016) Yu Wang et al.   CANADIAN GEOTECHNICAL JOURNAL

Bayesian identification of random field model using indirect test data

(2016) Mi Tian et al.   ENGINEERING GEOLOGY

Using Conditioned Random Field to Characterize the Variability of Geologic Profiles

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

Karhunen Loève expansion and distribution of non-Gaussian process maximum

(2016) Fabrice Poirion   PROBABILISTIC ENGINEERING MECHANICS

Compressive sensing based stochastic process power spectrum estimation subject to missing data

(2016) Liam Comerford et al.   PROBABILISTIC ENGINEERING MECHANICS

On characterizing spatially variable soil shear strength using spatial average

(2016) Jianye Ching et al.   PROBABILISTIC ENGINEERING MECHANICS

Faster computation of the Karhunen–Loève expansion using its domain independence property

(2015) Srikara Pranesh et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Modeling strongly non-Gaussian non-stationary stochastic processes using the Iterative Translation Approximation Method and Karhunen–Loève expansion

(2015) Hwanpyo Kim et al.   COMPUTERS & STRUCTURES

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

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

(2014) Zijun Cao et al.   STRUCTURAL SAFETY

Slope reliability analysis considering spatially variable shear strength parameters using a non-intrusive stochastic finite element method

(2013) Shui-Hua Jiang et al.   ENGINEERING GEOLOGY

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

(2013) Yu Wang et al.   SOILS AND FOUNDATIONS

Effect of spatially variable shear strength parameters with linearly increasing mean trend on reliability of infinite slopes

(2013) Dian-Qing Li et al.   STRUCTURAL SAFETY

Sparse Solution of Underdetermined Systems of Linear Equations by Stagewise Orthogonal Matching Pursuit

(2012) David L. Donoho et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Reliability of Spread Footing Performance in Desiccated Clay

(2012) Armin W. Stuedlein et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Geotechnical Characterization and Random Field Modeling of Desiccated Clay

(2012) Armin W. Stuedlein et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Mobilized shear strength of spatially variable soils under simple stress states

(2012) Jianye Ching et al.   STRUCTURAL SAFETY

Probability of serviceability failure in a braced excavation in a spatially random field: Fuzzy finite element approach

(2011) Zhe Luo et al.   COMPUTERS AND GEOTECHNICS

Probabilistic infinite slope analysis

(2011) D.V. Griffiths et al.   COMPUTERS AND GEOTECHNICS

Reliability analysis of basal-heave in a braced excavation in a 2-D random field

(2011) Zhe Luo et al.   COMPUTERS AND GEOTECHNICS

Bayesian approach for probabilistic characterization of sand friction angles

(2010) Yu Wang et al.   ENGINEERING GEOLOGY

Bayesian Compressive Sensing Using Laplace Priors

(2009) S.D. Babacan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Probabilistic Settlement Analysis by Stochastic and Random Finite-Element Methods

(2009) D. V. Griffiths et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

An Introduction To Compressive Sampling

(2008) E.J. Candes et al.   IEEE SIGNAL PROCESSING MAGAZINE

Bayesian Compressive Sensing

(2008) Shihao Ji et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Multitask Compressive Sensing

(2008) S. Ji et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING