Accurate data‐driven surrogates of dynamical systems for forward propagation of uncertainty

Stochastic collocation (SC) is a well‐known non‐intrusive method of constructing surrogate models for uncertainty quantification. In dynamical systems, SC is especially suited for full‐field uncertainty propagation that characterizes the distributions of the high‐dimensional solution fields of a mod...

Celý popis

Podrobná bibliografia

Vydané v:	International journal for numerical methods in engineering Ročník 125; číslo 23
Hlavní autori:	De, Saibal, Jones, Reese E., Kolla, Hemanth
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Hoboken, USA John Wiley & Sons, Inc 15.12.2024 Wiley Subscription Services, Inc Wiley
Predmet:	Approximation collocation Dynamical systems ENGINEERING Nonlinear dynamics Ordinary differential equations Parameter identification Parameter uncertainty Partial differential equations Solid mechanics stochastic problems
ISSN:	0029-5981, 1097-0207
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!