Inverse Problem Solution using Bayesian Approach with Application to Darcy Flow Material Parameters Estimation

Inverse Problem Solution using Bayesian Approach with Application to Darcy Flow Material Parameters Estimation

Standard numerical methods for solving inverse problems in partial differential equations do not reflect a possible inaccuracy in observed data. However, in real engineering applications we cannot avoid uncertainties caused by measurement errors. In the Bayesian approach every unknown or inaccurate...

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Bibliographic Details
Main Authors: Simona Domesova, Michal Beres
Format: Article
Language:English
Published: VSB-Technical University of Ostrava 2017-01-01
Series:Advances in Electrical and Electronic Engineering
Subjects:
bayesian statistics
cross-entropy method
darcy flow
gaussian random field
inverse problem
markov chain monte carlo methods
metropolis-hastings algorithm.
Online Access:http://advances.utc.sk/index.php/AEEE/article/view/2236

Internet

http://advances.utc.sk/index.php/AEEE/article/view/2236

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