Model Reduction and Interpolation Methods in Uncertainty Quantification

Mapping Intimacies ◽

10.1190/segam2012-1251.1 ◽

2012 ◽

Author(s):

Paul G. Constantine

Keyword(s):

Uncertainty Quantification ◽

Model Reduction ◽

Interpolation Methods

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Efficient Uncertainty Quantification and History Matching of Large-Scale Fields Through Model Reduction

Geostatistics Valencia 2016 - Quantitative Geology and Geostatistics ◽

10.1007/978-3-319-46819-8_35 ◽

2017 ◽

pp. 531-540 ◽

Author(s):

Jianlin Fu ◽

Xian-Huan Wen ◽

Song Du

Keyword(s):

Uncertainty Quantification ◽

Model Reduction ◽

History Matching ◽

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Non-linear model reduction for uncertainty quantification in large-scale inverse problems

International Journal for Numerical Methods in Engineering ◽

10.1002/nme.2746 ◽

2009 ◽

pp. n/a-n/a ◽

Author(s):

D. Galbally ◽

K. Fidkowski ◽

K. Willcox ◽

O. Ghattas

Keyword(s):

Inverse Problems ◽

Uncertainty Quantification ◽

Model Reduction ◽

Linear Model ◽

Large Scale ◽

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Efficient Model Reduction of SMB Chromatography by Krylov-subspace Method with Application to Uncertainty Quantification

Computer Aided Chemical Engineering - 24th European Symposium on Computer Aided Process Engineering ◽

10.1016/b978-0-444-63456-6.50155-1 ◽

2014 ◽

pp. 925-930 ◽

Author(s):

Yao Yue ◽

Suzhou Li ◽

Lihong Feng ◽

Andreas Seidel-Morgenstern ◽

Peter Benner

Keyword(s):

Uncertainty Quantification ◽

Model Reduction ◽

Krylov Subspace ◽

Krylov Subspace Method ◽

Subspace Method

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Multi-frequency model reduction for uncertainty quantification in computational vibroacoutics

Computational Mechanics ◽

10.1007/s00466-021-02109-y ◽

2022 ◽

Author(s):

J. Reyes ◽

C. Desceliers ◽

C. Soize ◽

L. Gagliardini

Keyword(s):

Uncertainty Quantification ◽

Model Reduction ◽

Frequency Model

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Microstructure model reduction and uncertainty quantification in multiscale deformation processes

Computational Materials Science ◽

10.1016/j.commatsci.2010.01.001 ◽

2010 ◽

Vol 48 (2) ◽

pp. 213-227 ◽

Author(s):

Babak Kouchmeshky ◽

Nicholas Zabaras

Keyword(s):

Uncertainty Quantification ◽

Model Reduction ◽

Deformation Processes ◽

Microstructure Model

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Multi-Frequency Model Reduction for Uncertainty Quantification in Computational Vibroacoustics of Automobiles

10.4271/2020-01-1583 ◽

2020 ◽

Author(s):

Justin Reyes ◽

Laurent Gagliardini ◽

Christophe Desceliers ◽

Christian Soize

Keyword(s):

Uncertainty Quantification ◽

Model Reduction ◽

Frequency Model

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Towards optimal allocation of computer resources: Trade-offs between uncertainty quantification, discretization and model reduction

Environmental Modelling & Software ◽

10.1016/j.envsoft.2013.08.008 ◽

2013 ◽

Vol 50 ◽

pp. 97-107 ◽

Author(s):

Philipp C. Leube ◽

Felipe P.J. de Barros ◽

Wolfgang Nowak ◽

Ram Rajagopal

Keyword(s):

Uncertainty Quantification ◽

Model Reduction ◽

Optimal Allocation ◽

Computer Resources

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FAST AND ACCURATE MODEL REDUCTION FOR SPECTRAL METHODS IN UNCERTAINTY QUANTIFICATION

International Journal for Uncertainty Quantification ◽

10.1615/int.j.uncertaintyquantification.2016016646 ◽

2016 ◽

Vol 6 (3) ◽

pp. 271-286 ◽

Author(s):

Francisco Damascene Freitas ◽

Roland Pulch ◽

Joost Rommes

Keyword(s):

Uncertainty Quantification ◽

Model Reduction ◽

Spectral Methods ◽

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Mesh refinement for uncertainty quantification through model reduction

Journal of Computational Physics ◽

10.1016/j.jcp.2014.09.021 ◽

2015 ◽

Vol 280 ◽

pp. 164-183 ◽

Author(s):

Jing Li ◽

Panos Stinis

Keyword(s):

Uncertainty Quantification ◽

Model Reduction ◽

Mesh Refinement

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Multilevel model reduction for uncertainty quantification in computational structural dynamics

Computational Mechanics ◽

10.1007/s00466-016-1348-1 ◽

2016 ◽

Vol 59 (2) ◽

pp. 219-246 ◽

Author(s):

O. Ezvan ◽

A. Batou ◽

C. Soize ◽

L. Gagliardini

Keyword(s):

Uncertainty Quantification ◽

Model Reduction ◽

Structural Dynamics ◽

Multilevel Model ◽

Computational Structural Dynamics

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