P. S. Koutsourelakis

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Technische Universität München ∙ cornell university

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Isabell M. Franck
2 publications
Elias Bilionis
1 publication

Multimodal, high-dimensional, model-based, Bayesian inverse problems with applications in biomechanics

This paper is concerned with the numerical solution of model-based, Baye...
12/14/2015 ∙ by Isabell M. Franck, et al. ∙ 0 ∙ share

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Sparse Variational Bayesian Approximations for Nonlinear Inverse Problems: applications in nonlinear elastography

This paper presents an efficient Bayesian framework for solving nonlinea...
12/01/2014 ∙ by Isabell M. Franck, et al. ∙ 0 ∙ share

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Scalable Bayesian reduced-order models for high-dimensional multiscale dynamical systems

While existing mathematical descriptions can accurately account for phen...
01/15/2010 ∙ by P. S. Koutsourelakis, et al. ∙ 0 ∙ share

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