• AK-MCS

  • Referenced in 43 articles [sw18303]
  • numerous variants of response surfaces. Polynomial Chaos [1] and Support Vector Machine [2] are also...
  • ALEA

  • Referenced in 37 articles [sw10167]
  • emphasis lies on: generalised polynomial chaos (gpc) methods; stochastic Galerkin FEM; adaptive numerical methods; tensor...
  • UQLab

  • Referenced in 18 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 ... high-level computer code define custom distributions, polynomials, integration rules, sampling schemes, and statistical metrics ... approach for creating polynomial chaos expansions with dependent stochastic variables...
  • GPC

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

  • Referenced in 2 articles [sw31267]
  • both quasi-Monte Carlo methods and polynomial chaos expansions using either point collocation ... pseudo-spectral method. Both of the polynomial chaos expansion methods have support for the rosenblatt...
  • UQToolbox

  • Referenced in 2 articles [sw20360]
  • with MPI support; Tools for Generalized Polynomial Chaos; Probabilistic Collocation Method; Multi-element ProbabilisticZCollocation Method...
  • muq

  • Referenced in 2 articles [sw33064]
  • chain Monte Carlo (MCMC) sampling; Constructing polynomial chaos expansions (PCE); Computing Karhunen-Loeve 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...
  • 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 multi-element probabilistic polynomial chaos method...
  • BATMAN

  • Referenced in 1 article [sw29121]
  • sample, Surrogate Models (Gaussian process, Polynomial Chaos, RBF, scikit-learn’s regressors), Optimization (Expected Improvement...
  • ADOL-C

  • Referenced in 221 articles [sw00019]
  • ADOL-C: Automatic Differentiation of C/C++. We present...
  • CoCoA

  • Referenced in 605 articles [sw00143]
  • CoCoA is a system for Computations in Commutative...
  • CoCoALib

  • Referenced in 54 articles [sw00144]
  • CoCoALib: A C++ library for computations in commutative...
  • C-XSC 2.0

  • Referenced in 122 articles [sw00182]
  • A C++ class library for extended scientific computing...
  • gmp

  • Referenced in 256 articles [sw00363]
  • GMP is a free library for arbitrary precision...
  • Gmsh

  • Referenced in 528 articles [sw00366]
  • Gmsh is a 3D finite element grid generator...
  • HSL

  • Referenced in 265 articles [sw00418]
  • HSL (formerly the Harwell Subroutine Library) is a...
  • hypre

  • Referenced in 248 articles [sw00426]
  • hypre is a software library for the solution...