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A Stochastic Collocation Algorithm for Uncertainty Analysis
4 references·16 citing·26 second hop
A Stochastic Collocation Algorithm for Uncertainty Analysis (2003)A Stochastic Collocation Algorithm for Un…Modeling uncertainty in flow simulations via generalized polynomial chaos (2003)Modeling uncertainty in flow …The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)The Wiener--Askey Polynomial …Stochastic Modeling of Flow-Structure Interactions Using Generalized Polynomial Chaos (2001)Stochastic Modeling of Flow-S…Stochastic Finite Elements: A Spectral Approach (1991)Stochastic Finite Elements: A…A low-rank control variate for multilevel Monte Carlo simulation of high-dimensional uncertain systems (2017)A low-rank control variate fo…Probabilistic collocation method for strongly nonlinear problems: 3. Transform by time (2016)Probabilistic collocation met…On polynomial chaos expansion via gradient-enhanced ℓ1-minimization (2016)On polynomial chaos expansion…Coherence motivated sampling and convergence analysis of least squares polynomial Chaos regression (2015)Coherence motivated sampling …Reweighted minimization method for stochastic elliptic differential equations (2013)Reweighted minimization metho…Global sensitivity analysis in an ocean general circulation model: a sparse spectral projection approach (2012)Global sensitivity analysis i…Stochastic identification of composite material properties from limited experimental databases, Part II: Uncertainty modelling (2011)Stochastic identification of …A nonintrusive stochastic multiscale solver (2011)A nonintrusive stochastic mul…Intrusive Galerkin methods with upwinding for uncertain nonlinear hyperbolic systems (2010)Intrusive Galerkin methods wi…Uncertainty quantification in chemical systems (2009)Uncertainty quantification in…Robust Aerodynamic Design Optimization Using Polynomial Chaos (2009)Robust Aerodynamic Design Opt…Padé–Legendre approximants for uncertainty analysis with discontinuous response surfaces (2009)Padé–Legendre approximants fo…A least-squares approximation of partial differential equations with high-dimensional random inputs (2009)A least-squares approximation…Airfoil Analysis with Uncertain Geometry Using the Probabilistic Collocation Method (2008)Airfoil Analysis with Uncerta…A multiscale stochastic finite element method on elliptic problems involving uncertainties (2007)A multiscale stochastic finit…Uncertainty Propagation for a Turbulent, Compressible Nozzle Flow Using Stochastic Methods (2004)Uncertainty Propagation for a…A Stochastic Collocation Method for Elliptic Partial Differential Equations with Random Input Data (2007)Spacecraft Uncertainty Propagation Using Gaussian Mixture Models and Polynomial Chaos Expansions (2016)Review of Polynomial Chaos-Based Methods for Uncertainty Quantification in Modern Integrated Circuits (2018)Sparse polynomial chaos expansions via compressed sensing and D-optimal design (2018)High-Order Collocation Methods for Differential Equations with Random Inputs (2005)Multi-level Monte Carlo finite volume methods for nonlinear systems of conservation laws in multi-dimensions (2012)A stochastic Galerkin method for the Euler equations with Roe variable transformation (2013)Adaptive stochastic Galerkin FEM (2013)Global sensitivity analysis using polynomial chaos expansions (2007)AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)A new stochastic approach to transient heat conduction modeling with uncertainty (2003)Stochastic Approaches to Uncertainty Quantification in CFD Simulations (2005)Modeling Multibody Systems with Uncertainties. Part I: Theoretical and Computational Aspects (2006)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)Uncertainty Quantification in MD Simulations. Part II: Bayesian Inference of Force-Field Parameters (2012)Fundamental limitations of polynomial chaos for uncertainty quantification in systems with intermittent instabilities (2013)An adaptive multi-element generalized polynomial chaos method for stochastic differential equations (2005)Uncertainty Quantification and Polynomial Chaos Techniques in Computational Fluid Dynamics (2008)Fast Numerical Methods for Stochastic Computations: A Review (2009)Stochastic Models of Uncertainties in Computational Mechanics (2012)Enabling High-Dimensional Hierarchical Uncertainty Quantification by ANOVA and Tensor-Train Decomposition (2014)PLS-based adaptation for efficient PCE representation in high dimensions (2019)Stochastic finite elements: Computational approaches to stochastic partial differential equations (2008)Identification of high-dimension polynomial chaos expansions with random coefficients for non-Gaussian tensor-valued random fields using partial and limited experimental data (2010)Sampling-free linear Bayesian update of polynomial chaos representations (2012)Global sensitivity analysis using low-rank tensor approximations (2016)
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References

  • 1991Stochastic Finite Elements: A Spectral Approach5,753 cited
  • 2002The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations4,821 cited
  • 2003Modeling uncertainty in flow simulations via generalized polynomial chaos1,428 cited
  • 2001Stochastic Modeling of Flow-Structure Interactions Using Generalized Polynomial Chaos273 cited

Cited by

  • 2009Uncertainty quantification in chemical systems139 cited
  • 2009A least-squares approximation of partial differential equations with high-dimensional random inputs138 cited
  • 2015Coherence motivated sampling and convergence analysis of least squares polynomial Chaos regression134 cited
  • 2010Intrusive Galerkin methods with upwinding for uncertain nonlinear hyperbolic systems127 cited
  • 2013Reweighted minimization method for stochastic elliptic differential equations108 cited
  • 2007A multiscale stochastic finite element method on elliptic problems involving uncertainties99 cited
  • 2009Robust Aerodynamic Design Optimization Using Polynomial Chaos88 cited
  • 2009Padé–Legendre approximants for uncertainty analysis with discontinuous response surfaces76 cited
  • 2016On polynomial chaos expansion via gradient-enhanced ℓ1-minimization72 cited
  • 2012Global sensitivity analysis in an ocean general circulation model: a sparse spectral projection approach

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65 cited
  • 2011Stochastic identification of composite material properties from limited experimental databases, Part II: Uncertainty modelling52 cited
  • 2017A low-rank control variate for multilevel Monte Carlo simulation of high-dimensional uncertain systems51 cited
  • 2011A nonintrusive stochastic multiscale solver44 cited
  • 2004Uncertainty Propagation for a Turbulent, Compressible Nozzle Flow Using Stochastic Methods44 cited
  • 2008Airfoil Analysis with Uncertain Geometry Using the Probabilistic Collocation Method38 cited
  • 2016Probabilistic collocation method for strongly nonlinear problems: 3. Transform by time37 cited