Inverse estimation of thermal properties using Bayesian inference and three different sampling techniques

DOI10.1080/17415977.2016.1138946zbMath1359.74059OpenAlexW2338438671MaRDI QIDQ2971536

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Publication date: 5 April 2017

Published in: Inverse Problems in Science and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/17415977.2016.1138946

zbMATH Keywords

parameter estimationBayesianparallel temperinginverse heat transferthermo-physical propertiescorrelated posteriorevolutionary Monte-CarloMarkov-Chain Monte-Carlo

Mathematics Subject Classification ID

Monte Carlo methods (65C05) Thermal effects in solid mechanics (74F05) Applications of statistics to physics (62P35)

Related Items (1)

A Bayesian inference approach: estimation of heat flux from fin for perturbed temperature data

Cites Work

• Estimation of parameters in multi-mode heat transfer problems using Bayesian inference - effect of noise and a priori
• An inverse analysis to estimate linearly temperature dependent thermal conductivity components and heat capacity of an orthotropic medium
• Inverse estimation of location of internal heat source in conduction
• Estimating thermal and radiative properties of insulating materials
• Advanced Markov Chain Monte Carlo Methods
• Inverse problem in a porous medium: estimation of effective thermal properties

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