Reliability analysis considering spatial variability by combining spectral representation method and support vector machine

Effect of spatial variability on short- and long-term behaviour of axially-loaded cement-admixed marine clay column

(2018) Yutao Pan et al.   COMPUTERS AND GEOTECHNICS

The simulation and discretisation of random fields for probabilistic finite element analysis of soils using meshes of arbitrary triangular elements

(2015) David K.E. Green et al.   COMPUTERS AND GEOTECHNICS

Spectral representation-based neural network assisted stochastic structural mechanics

(2015) Dimitris G. Giovanis et al.   ENGINEERING STRUCTURES

Effect of spatial variation of strength and modulus on the lateral compression response of cement-admixed clay slab

(2015) Y. LIU et al.   GEOTECHNIQUE

On the Pareto optimality of variance reduction simulation techniques in structural reliability

(2015) Debarshi Sen et al.   STRUCTURAL SAFETY

Modified linear estimation method for generating multi-dimensional multi-variate Gaussian field in modelling material properties

(2014) Yong Liu et al.   PROBABILISTIC ENGINEERING MECHANICS

Quantitative risk assessment of landslide by limit analysis and random fields

(2013) J. Huang et al.   COMPUTERS AND GEOTECHNICS

Modeling parameters of structured clays as a multivariate normal distribution

(2012) Jianye Ching et al.   CANADIAN GEOTECHNICAL JOURNAL

A support vector density-based importance sampling for reliability assessment

(2012) Hongzhe Dai et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

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

(2011) Zhe Luo et al.   COMPUTERS AND GEOTECHNICS

Assessing small failure probabilities by combined subset simulation and Support Vector Machines

(2011) J.-M. Bourinet et al.   STRUCTURAL SAFETY

Reliability analysis using radial basis function networks and support vector machines

(2010) Xiao-hui Tan et al.   COMPUTERS AND GEOTECHNICS

Stochastic response surface method for reliability analysis of rock slopes involving correlated non-normal variables

(2010) Dianqing Li et al.   COMPUTERS AND GEOTECHNICS

Geomechanical parameters identification by particle swarm optimization and support vector machine

(2009) Hong-bo Zhao et al.   APPLIED MATHEMATICAL MODELLING

A system reliability approach for evaluating stability of rock wedges with correlated failure modes

(2009) Dianqing Li et al.   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

Support vector machine applied to settlement of shallow foundations on cohesionless soils

(2007) Pijush Samui   COMPUTERS AND GEOTECHNICS

Slope reliability analysis using a support vector machine

(2007) Hong-bo Zhao   COMPUTERS AND GEOTECHNICS

Updating occurrence probability and size of defect for bored piles

(2006) D.Q. Li et al.   STRUCTURAL SAFETY