A new perspective on the solution of uncertainty quantification and reliability analysis of large-scale problems

This work revisits the computational performance of non-intrusive Monte Carlo versus intrusive Galerkin methods of large-scale stochastic systems in the framework of high performance computing environments. The purpose of this work is to perform an assessment of the range of the relative superiority...

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Veröffentlicht in:	Computer methods in applied mechanics and engineering 2014-07, Vol.276, p.627-658
Hauptverfasser:	Stavroulakis, George, Giovanis, Dimitris G., Papadrakakis, Manolis, Papadopoulos, Vissarion
Format:	Artikel
Sprache:	eng
Schlagworte:	Blocking Computation Computer simulation FETI method Galerkin methods Karhunen–Loève decomposition Mathematical analysis Mathematical models Monte Carlo methods Monte Carlo simulation Polynomial chaos Primal–dual domain decomposition Spectral stochastic finite element method Stochasticity
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