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

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

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

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

(2018) Tengyuan Zhao et al.   CANADIAN GEOTECHNICAL JOURNAL

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

(2018) Tengyuan Zhao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

(2018) Tengyuan Zhao et al.   ENGINEERING GEOLOGY

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

(2017) Yu Wang et al.   ENGINEERING GEOLOGY

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

Quantifying non-ergodicity of anomalous diffusion with higher order moments

(2017) Maria Schwarzl et al.   Scientific Reports

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

(2016) Yu Wang et al.   CANADIAN GEOTECHNICAL JOURNAL

Bayesian perspective on geotechnical variability and site characterization

(2016) Yu Wang et al.   ENGINEERING GEOLOGY

Bayesian identification of random field model using indirect test data

(2016) Mi Tian et al.   ENGINEERING GEOLOGY

Moment and Bayesian wavelet regression from spatially correlated functional data

(2015) R. M. Fernández-Pascual et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

An improved spectral turning-bands algorithm for simulating stationary vector Gaussian random fields

(2015) Xavier Emery et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

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

(2014) Zijun Cao et al.   STRUCTURAL SAFETY

Characterizing geotechnical anisotropic spatial variations using random field theory

(2013) H. Zhu et al.   CANADIAN GEOTECHNICAL JOURNAL

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

(2013) Yu Wang et al.   ENGINEERING GEOLOGY

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

Stochastic representation and dimension reduction for non-Gaussian random fields: review and reflection

(2013) Heng Li et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Geotechnical Characterization and Random Field Modeling of Desiccated Clay

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

Stochastic Analysis of Seepage under Hydraulic Structures Resting on Anisotropic Heterogeneous Soils

(2012) Ashraf A. Ahmed   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

2D sparse signal recovery via 2D orthogonal matching pursuit

(2012) Yong Fang et al.   Science China-Information Sciences

Expanded Reliability-Based Design Approach for Drilled Shafts

(2011) Yu Wang et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Bayesian approach for probabilistic characterization of sand friction angles

(2010) Yu Wang et al.   ENGINEERING GEOLOGY

2D autocovariance function for comprehensive analysis of two-way GC–MS data matrix: Application to environmental samples

(2010) Maria Chiara Pietrogrande et al.   TALANTA

Onset of convection over a transient base-state in anisotropic and layered porous media

(2009) SAIKIRAN RAPAKA et al.   JOURNAL OF FLUID MECHANICS

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

A stochastic approach to nonlinear unconfined flow subject to multiple random fields

(2008) Liangsheng Shi et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT