Keywords: گسترش کارونن-لوو; Spatial or temporal data; Random fields; Stochastic analysis; Compressed sensing; Karhunen-Loève expansion;
مقالات ISI گسترش کارونن-لوو (ترجمه نشده)
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Keywords: گسترش کارونن-لوو; Karhunen-Loève expansion; Random Variable Transformation technique; First probability density function; Random first-order non-autonomous linear differential equation;
Keywords: گسترش کارونن-لوو; Karhunen-Loève expansion; Polynomial Chaos expansion; Monte Carlo Simulation; Stochastic Finite Element Method; Model reduction;
Keywords: گسترش کارونن-لوو; Train-track-bridge interactions; Random vibrations; Monte-Carlo method; Karhunen-Loève expansion; Track irregularities;
Keywords: گسترش کارونن-لوو; Uncertainty quantification; Polynomial chaos expansion; Centrifugal pump; Geometrical and operational uncertainties; Karhunen-Loève expansion;
Keywords: گسترش کارونن-لوو; Stochastic Spectral Finite element method; Karhunen-Loève Expansion; Polynomial Chaos Expansion; Random media; Uncertainty quantification; Wave propagation;
Keywords: گسترش کارونن-لوو; Plane elastic problems; Random vibration; Karhunen-Loeve expansion; Stochastic spline fictitious boundary element method;
Keywords: گسترش کارونن-لوو; Reconstructed porous media; Monte-Carlo simulation; Karhunen-Lòeve expansion; Pearson type VII PDF's; Permeability;
Keywords: گسترش کارونن-لوو; Karhunen-Loève expansion; Dimensionality reduction; Markov Chain Monte Carlo; Polynomial Chaos; Bayesian inference;
Keywords: گسترش کارونن-لوو; Hyperbolic heat conduction problem; Uncertainty; Karhunen-Loeve expansion; Stochastic perturbation method; Random field;
Keywords: گسترش کارونن-لوو; Inverse modeling; Bayesian parameter estimation; Model parameter identification; Highly parameterized model; Heterogeneous transmissivity field; Karhunen-Loève expansion;
Keywords: گسترش کارونن-لوو; Air traffic management; Conflict resolution; Generalized polynomial chaos; Karhunen-Loève expansion; Stochastic optimal control;
Keywords: گسترش کارونن-لوو; Interpolation of discharge; Karhunen-Loève expansion; Empirical orthogonal functions; Spatial variance-covariance;
Keywords: گسترش کارونن-لوو; Karhunen-Loève expansion; Monte Carlo simulation; Parametric models; Random elements; Sample properties; Singular value decomposition;
Keywords: گسترش کارونن-لوو; C12; C22; Data-driven method; Eigenpairs; Fourier representation; Karhunen-Loève expansion; Smooth test;
Keywords: گسترش کارونن-لوو; Parameter estimation; Subsurface flow models; Boosting; Iterative stochastic ensemble method; Gaussian process regression; Karhunen-Loève expansion;
Cluster-based generalized multiscale finite element method for elliptic PDEs with random coefficients
Keywords: گسترش کارونن-لوو; Stochastic partial differential equations (SPDEs); Generalized multiscale finite element method (GMsFEM); Multiscale basis functions; Karhunen-Loève expansion; Uncertainty quantification (UQ); Clustering algorithm;
On spectral representation method and Karhunen-Loève expansion in modelling construction material properties
Keywords: گسترش کارونن-لوو; Random process; Spectral representation method; Karhunen-Loève expansion; Construction material properties;
Semi-analytical Karhunen-Loeve representation of irregular waves based on the prolate spheroidal wave functions
Keywords: گسترش کارونن-لوو; Karhunen-Loeve expansion; Prolate spheroidal wave function;
Change point detection in heteroscedastic time series
Keywords: گسترش کارونن-لوو; Change point; Functional central limit theorem; Heteroskedastic time series; Karhunen-Loéve expansion;
A dynamical polynomial chaos approach for long-time evolution of SPDEs
Keywords: گسترش کارونن-لوو; Stochastic partial differential equations; Polynomial chaos; Karhunen-Loeve expansion; Long time integration;
Simulation of multi-dimensional random fields by Karhunen-Loève expansion
Keywords: گسترش کارونن-لوو; Multi-dimensional random field; Karhunen-Loève expansion; Random field simulation; Fredholm integral equation;
Nonlinear system stochastic response determination via fractional equivalent linearization and Karhunen-Loève expansion
Keywords: گسترش کارونن-لوو; Fractional derivative; Equivalent linearization; Karhunen-Loève expansion; Stochastic response;
Vibro-acoustic analysis under stationary and non-stationary random excitations with KLE/FEM/BEM
Keywords: گسترش کارونن-لوو; Vibro-acoustic; Non-stationary; Random vibration; Karhunen-Loeve expansion; FEM; BEM;
Bayesian estimation of Karhunen-Loève expansions; A random subspace approach
Keywords: گسترش کارونن-لوو; Karhunen-Loève expansion; Principal Component Analysis; Uncertainty quantification; Bayesian inference; Matrix Bingham density; Gibbs sampling; Markov chain Monte Carlo;
Addressing the curse of dimensionality in SSFEM using the dependence of eigenvalues in KL expansion on domain size
Keywords: گسترش کارونن-لوو; Karhunen-Loève expansion; Integral equations; Eigenvalue decay; Domain size; Stochastic finite element;
Design-space dimensionality reduction in shape optimization by Karhunen-Loève expansion
Keywords: گسترش کارونن-لوو; Design-space dimensionality reduction; Karhunen-Loève expansion; Simulation-based design; Shape optimization; Hydrodynamic optimization;
A multilevel finite element method for Fredholm integral eigenvalue problems
Keywords: گسترش کارونن-لوو; Uncertainty quantification; Karhunen-Loève expansion; Fredholm eigenvalue problem; Multigrid finite element;
A meshfree-Galerkin method in modelling and synthesizing spatially varying soil properties
Keywords: گسترش کارونن-لوو; Soil property; Spatial variability; Random field; Meshfree shape function; Galerkin scheme; Karhunen-Loève expansion;
URANS study of Delft catamaran total/added resistance, motions and slamming loads in head sea including irregular wave and uncertainty quantification for variable regular wave and geometry
Keywords: گسترش کارونن-لوو; Added resistance and motions in wave; Slamming loads; Verification and validation; Uncertainty quantification; Metamodels; Karhunen-Loève expansion;
A multiscale approach for model reduction of random microstructures
Keywords: گسترش کارونن-لوو; Stochastic multiscale simulation; Multiscale model reduction; Location-dependent microstructure; Bi-orthogonal decomposition; Karhunen-Loève expansion; Polynomial chaos expansion; Property variability;
Vehicle axle load identification on bridge deck with irregular road surface profile
Keywords: گسترش کارونن-لوو; Bridge-vehicle interaction; Vehicular axle load; Stochastic force identification; Road surface roughness; Karhunen-Loève expansion; Gaussian;
Probabilistic collocation and lagrangian sampling for advective tracer transport in randomly heterogeneous porous media
Keywords: گسترش کارونن-لوو; Probabilistic collocation; Karhunen-Loeve expansion; Polynomial chaos; Smolyak sparse grid; Heterogeneous porous media; Advective tracer transport;
The response of an elastic three-dimensional half-space to random correlated displacement perturbations on the boundary
Keywords: گسترش کارونن-لوو; Elastic half-space; Random excitations; Karhunen-Loève expansion; Partially ordered defects; White noise and exponential-cosine correlations;
Exact asymptotics in eigenproblems for fractional Brownian covariance operators
Keywords: گسترش کارونن-لوو; 60G22; 45C05; Gaussian processes; Fractional Brownian motion; Spectral asymptotics; Eigenproblem; Small ball probabilities; Optimal linear filtering; Karhunen-Loève expansion;
Simulation of strongly non-Gaussian processes using Karhunen-Loeve expansion
Keywords: گسترش کارونن-لوو; Simulation; Karhunen-Loeve expansion; Latin hypercube orthogonalization; Non-Gassian marginal distribution; Stationary covariance; Non-stationary covariance;
Hierarchical parallelisation for the solution of stochastic finite element equations
Keywords: گسترش کارونن-لوو; Stochastic finite elements; Parallel Krylov subspace solver; Distributed memory machine; Polynomial chaos; Karhunen-Loève expansion; Stochastic elliptic partial differential equation;
Non-stationary response of large, non-linear finite element systems under stochastic loading
Keywords: گسترش کارونن-لوو; Stochastic dynamics; Non-linear finite element systems; Modal analysis; Karhunen-Loève expansion; Statistical second moment characteristics; Deterministic integration;
A priori hyperreduction method: an adaptive approach
Keywords: گسترش کارونن-لوو; Model reduction; Karhunen-Loève expansion; Proper orthogonal decomposition; Krylov subspace; Adaptive strategy; Singular value decomposition; Learning strategy; Hyperreduction;
Construction of data-adaptive orthogonal wavelet bases with an extension of principal component analysis
Keywords: گسترش کارونن-لوو; Wavelets; Data-adaptive orthogonal bases; Principal component analysis; Karhunen-Loève expansion; Singular spectrum analysis; Data compression; Pattern detection;
Galerkin methods for linear and nonlinear elliptic stochastic partial differential equations
Keywords: گسترش کارونن-لوو; 28; 32; 71; 79; Linear and nonlinear elliptic stochastic partial differential equations; Galerkin methods; Karhunen-Loève expansion; Wiener's polynomial chaos; White noise analysis; Sparse Smolyak quadrature; Monte Carlo methods; Stochastic finite el
Variational multiscale stabilized FEM formulations for transport equations: stochastic advection-diffusion and incompressible stochastic Navier-Stokes equations
Keywords: گسترش کارونن-لوو; Variational multiscale; Spectral stochastic FEM; Polynomial chaos; Stochastic advection; Stochastic fluid-flow; Subgrid scale models; Karhunen-Loève expansion; Monte-Carlo;
Solving elliptic boundary value problems with uncertain coefficients by the finite element method: the stochastic formulation
Keywords: گسترش کارونن-لوو; 25; 28; 79; 65N30; 65N15; Stochastic elliptic equation; Perturbation estimates; Karhunen-Loève expansion; Finite elements; Monte Carlo method; k Ã h-version; p Ã h-version; Expected value; Error estimates; Adaptive methods; Error control;