कवर छवि

Framework for Analysis and Identification of Nonlinear Distributed Parameter Systems using Bayesian Uncertainty Quantification based on Generalized Polynomial Chaos

In this work, the Uncertainty Quantification (UQ) approaches combined systematically to analyze and identify systems. The generalized Polynomial Chaos (gPC) expansion is applied to reduce the computational effort. The framework using gPC based on Bayesian UQ proposed in this work is capable of analy...

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ग्रंथसूची विवरण
मुख्य लेखक:	Janya-anurak, Chettapong (auth)
स्वरूप:	इलेक्ट्रोनिक पुस्तक अध्याय
भाषा:	अंग्रेज़ी
प्रकाशित:	KIT Scientific Publishing 2017
श्रृंखला:	Karlsruher Schriften zur Anthropomatik / Lehrstuhl für Interaktive Echtzeitsysteme, Karlsruher Institut für Technologie ; Fraunhofer-Inst. für Optronik, Systemtechnik und Bildauswertung IOSB Karlsruhe
विषय:	ParameterschätzungUncertainty Quantification Parameter estimation verteilt-parametrische Systeme Sensitivity Analysis generalized polynomial chaos Distributed Parameter Systems Sensitivitätsanalyse Unsicherheit Quantifizierung
ऑनलाइन पहुंच:	DOAB: download the publication DOAB: description of the publication
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