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

Regularized ensemble Kalman methods for inverse problems

(2020) Xin-Lei Zhang et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Bayesian updating for progressive excavation of high rock slopes using multi-type monitoring data

(2019) Yang Sun et al.   ENGINEERING GEOLOGY

Quantification of model uncertainty in RANS simulations: A review

(2019) Heng Xiao et al.   PROGRESS IN AEROSPACE SCIENCES

Bayesian Identification of Soil Stratigraphy based on Soil Behaviour Type Index

(2018) Zi-Jun Cao et al.   CANADIAN GEOTECHNICAL JOURNAL

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

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

Bayesian updating of slope reliability in spatially variable soils with in-situ measurements

(2018) Shui-Hua Jiang et al.   ENGINEERING GEOLOGY

Simulating the failure process of the Xinmo landslide using discontinuous deformation analysis

(2018) Kun-Ting Chen et al.   ENGINEERING GEOLOGY

Post-failure simulations of a large slope failure using 3DEC: The Hsien-du-shan slope

(2018) Jian-Hong Wu et al.   ENGINEERING GEOLOGY

TSUFLIND-EnKF: Inversion of tsunami flow depth and flow speed from deposits with quantified uncertainties

(2018) Hui Tang et al.   MARINE GEOLOGY

A Real-Time Back-Analysis Technique to Infer Rheological Parameters from Field Monitoring

(2018) Chongchong Qi et al.   ROCK MECHANICS AND ROCK ENGINEERING

Bayesian updating of subsurface spatial variability for improved prediction of braced excavation response

(2018) Man Kong Lo et al.   CANADIAN GEOTECHNICAL JOURNAL

Site variability analysis using cone penetration test data

(2018) Rodrigo Salgado et al.   COMPUTERS AND GEOTECHNICS

Characterising three-dimensional anisotropic spatial correlation of soil properties through in situ test results

(2017) W. F. Liu et al.   GEOTECHNIQUE

Optimization of site investigation program for improved statistical characterization of geotechnical property based on random field theory

(2016) Wenping Gong et al.   Bulletin of Engineering Geology and the Environment

Bayesian approach for probabilistic site characterization assimilating borehole experiments and Cone Penetration Tests

(2016) C.H. Wang et al.   ENGINEERING GEOLOGY

Bayesian identification of random field model using indirect test data

(2016) Mi Tian et al.   ENGINEERING GEOLOGY

Data-driven CFD modeling of turbulent flows through complex structures

(2016) Jian-Xun Wang et al.   INTERNATIONAL JOURNAL OF HEAT AND FLUID FLOW

A new hybrid real-coded genetic algorithm and its application to parameters identification of soils

(2016) Yin-Fu Jin et al.   INVERSE PROBLEMS IN SCIENCE AND ENGINEERING

Quantifying and reducing model-form uncertainties in Reynolds-averaged Navier–Stokes simulations: A data-driven, physics-informed Bayesian approach

(2016) H. Xiao et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Selection of sand models and identification of parameters using an enhanced genetic algorithm

(2015) Yin-Fu Jin et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

Investigation into MOGA for identifying parameters of a critical-state-based sand model and parameters correlation by factor analysis

(2015) Yin-Fu Jin et al.   Acta Geotechnica

Prediction of embankment behavior of regulating reservoir with foundation improved by vacuum consolidation method

(2014) Toshifumi Shibata et al.   SOILS AND FOUNDATIONS

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

(2013) Liang Li et al.   COMPUTERS AND GEOTECHNICS

Optimization of site exploration program for improved prediction of tunneling-induced ground settlement in clays

(2013) Wenping Gong et al.   COMPUTERS AND GEOTECHNICS

Ensemble Kalman methods for inverse problems

(2013) Marco A Iglesias et al.   INVERSE PROBLEMS

Parameter identification for Cam-clay model in partial loading model tests using the particle filter

(2013) Takayuki Shuku et al.   SOILS AND FOUNDATIONS

Evaluating modified Cam clay parameters from undrained triaxial compression data using targeted optimization

(2012) James Doherty et al.   CANADIAN GEOTECHNICAL JOURNAL

Reliability updating in geotechnical engineering including spatial variability of soil

(2012) Iason Papaioannou 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

Evaluating Data Assimilation Algorithms

(2012) K. J. H. Law et al.   MONTHLY WEATHER REVIEW

Single-and multi-objective genetic algorithm optimization for identifying soil parameters

(2011) A. Papon et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

Probabilistic Settlement Analysis by Stochastic and Random Finite-Element Methods

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