
AKMCS
 Referenced in 60 articles
[sw18303]
 numerous variants of response surfaces. Polynomial Chaos [1] and Support Vector Machine [2] are also...

ALEA
 Referenced in 53 articles
[sw10167]
 emphasis lies on: generalised polynomial chaos (gpc) methods; stochastic Galerkin FEM; adaptive numerical methods; tensor...

UQLab
 Referenced in 33 articles
[sw19740]
 engaged by its members, e.g. metamodeling (polynomial chaos expansions, Gaussian process modelling, a.k.a. Kriging...

Chaospy
 Referenced in 8 articles
[sw31225]
 Chaospy for performing uncertainty quantification via polynomial chaos expansions and Monte Carlo simulation. The paper ... highlevel computer code define custom distributions, polynomials, integration rules, sampling schemes, and statistical metrics ... approach for creating polynomial chaos expansions with dependent stochastic variables...

Uncertainpy
 Referenced in 3 articles
[sw31267]
 both quasiMonte Carlo methods and polynomial chaos expansions using either point collocation ... pseudospectral method. Both of the polynomial chaos expansion methods have support for the rosenblatt...

BATMAN
 Referenced in 4 articles
[sw29121]
 sample, Surrogate Models (Gaussian process, Polynomial Chaos, RBF, scikitlearn’s regressors), Optimization (Expected Improvement...

GPC
 Referenced in 2 articles
[sw24937]
 package GPC Generalized Polynomial Chaos: A generalized polynomial chaos expansion of a model taking...

PoCET
 Referenced in 1 article
[sw33956]
 PoCET: a Polynomial Chaos Expansion Toolbox for Matlab. We introduce PoCET: a free and open ... scource Polynomial Chaos Expansion Toolbox for Matlab, featuring the automatic generation of polynomial chaos expansion ... show how to perform a polynomial chaos expansion on a simple ordinary differential equation using...

UQToolbox
 Referenced in 2 articles
[sw20360]
 with MPI support; Tools for Generalized Polynomial Chaos; Probabilistic Collocation Method; Multielement ProbabilisticZCollocation Method...

muq
 Referenced in 2 articles
[sw33064]
 chain Monte Carlo (MCMC) sampling; Constructing polynomial chaos expansions (PCE); Computing KarhunenLoeve expansions; Building...

PolyChaos
 Referenced in 1 article
[sw33430]
 PolyChaos.jl  A Julia Package for Polynomial Chaos in Systems and Control. Polynomial chaos expansion ... theory of Hilbert spaces and orthogonal polynomials, PCE allows for a unifying mathematical framework...

PCA_SA
 Referenced in 1 article
[sw38319]
 MATLAB tutorial PCA_SA: Polynomial (chaos) approximation of maximum eigenvalue functions. This tutorial reviews ... article, Fenzi & Michiels (2019) ”Polynomial (chaos) approximation of maximum eigenvalue functions: efficiency and limitations”, providing ... your own. The tutorial explores the polynomial approximation of smooth, nondifferentiable and nonLipschitz...

NISP
 Referenced in 1 article
[sw32115]
 inputs. The analysis is based on chaos polynomials, which are orthogonal polynomials which are used ... model. Once the coefficients of the chaos polynomial are computed, the associated sensitivity indices...

MEPCMP
 Referenced in 1 article
[sw33641]
 used for the multielement probabilistic polynomial chaos method...

proFit
 Referenced in 1 article
[sw39177]
 Current functionality covers uncertainty quantification via polynomial chaos expansion with chaospy as a backend. Support...

ADOLC
 Referenced in 245 articles
[sw00019]
 ADOLC: Automatic Differentiation of C/C++. We present...

CoCoA
 Referenced in 649 articles
[sw00143]
 CoCoA is a system for Computations in Commutative...

CoCoALib
 Referenced in 61 articles
[sw00144]
 CoCoALib: A C++ library for computations in commutative...

CXSC 2.0
 Referenced in 126 articles
[sw00182]
 A C++ class library for extended scientific computing...

gmp
 Referenced in 275 articles
[sw00363]
 GMP is a free library for arbitrary precision...