SURROGATE MODELING FOR STOCHASTIC DYNAMICAL SYSTEMS BY COMBINING NONLINEAR AUTOREGRESSIVE WITH EXOGENOUS INPUT MODELS AND POLYNOMIAL CHAOS EXPANSIONS

2016 ◽  
Vol 6 (4) ◽  
pp. 313-339 ◽  
Author(s):  
Chu V. Mai ◽  
Minas D. Spiridonakos ◽  
Eleni N. Chatzi ◽  
Bruno Sudret
Keyword(s):  
Dynamical Systems ◽  
Polynomial Chaos ◽  
Surrogate Modeling ◽  
Stochastic Dynamical Systems ◽  
Polynomial Chaos Expansions ◽  
Nonlinear Autoregressive

Identification and prediction of stochastic dynamical systems in a polynomial chaos basis

2005 ◽  
Vol 194 (12-16) ◽  
pp. 1641-1654 ◽  
Author(s):  
Roger Ghanem ◽  
Sami Masri ◽  
Manuel Pellissetti ◽  
Raymond Wolfe
Keyword(s):  
Dynamical Systems ◽  
Polynomial Chaos ◽  
Stochastic Dynamical Systems

scholarly journals Surrogate modeling based on resampled polynomial chaos expansions

2020 ◽  
Vol 202 ◽  
pp. 107008 ◽  
Author(s):  
Zicheng Liu ◽  
Dominique Lesselier ◽  
Bruno Sudret ◽  
Joe Wiart
Keyword(s):  
Polynomial Chaos ◽  
Surrogate Modeling ◽  
Polynomial Chaos Expansions

Coherent phenomena in stochastic dynamical systems

1999 ◽  
Vol 169 (2) ◽  
pp. 171 ◽  
Author(s):  
Valerii I. Klyatskin ◽  
D. Gurarie
Keyword(s):  
Dynamical Systems ◽  
Stochastic Dynamical Systems
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