MAE Publications and Papers

Sibley School of Mechanical and Aerospace Engineering

Posts Tagged: Sequential Monte Carlo

HomePosts Tagged "Sequential Monte Carlo"

Tag Archives: Sequential Monte Carlo

New article: Solution of Inverse Problems with Limited Solver Evaluations: a Bayesian perspective

Article: Bilionis I, Zabaras N; (2014) Solution of Inverse Problems with Limited Solver Evaluations: a Bayesian perspective. Inverse Problems, 30(1); 352-373 DOI Abstract: Solving inverse problems based on computationally demanding forward models is ubiquitously ...
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January 16, 2014Uncategorizedbayesian, epistemic uncertainty, gaussian process, inverse problems, reservoir engineering, Sequential Monte Carlo, surrogate model

New article: A Probabilistic Graphical Model Approach to Stochastic Multiscale Partial Differential Equations

Article: Wan J, Zabaras N, (2013) A Probabilistic Graphical Model Approach to Stochastic Multiscale Partial Differential Equations. Journal of Computational Physics, 250; 477-510 DOI Abstract: We develop a probabilistic graphical model based methodology to ...
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October 1, 2013Uncategorizedbayesian, Belief propagation, Multiscale modeling, Probabilistic graphical models, Sequential Monte Carlo, stochastic partial differential equations, uncertainty quantification

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MAE Publications and Papers

Sibley School of Mechanical and Aerospace Engineering

Posts Tagged: Sequential Monte Carlo