Gradient free active subspace construction using Morris screening elementary effects

Lewis, Allison; Smith, Ralph; Williams, Brian

doi:10.1016/j.camwa.2016.07.022

Title: Gradient free active subspace construction using Morris screening elementary effects

Journal Article · Thu Sep 01 00:00:00 EDT 2016 · Computers and Mathematics with Applications (Oxford)

DOI:https://doi.org/10.1016/j.camwa.2016.07.022· OSTI ID:1657294

Lewis, Allison; Smith, Ralph;

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Sponsoring Organization:: USDOE

Grant/Contract Number:: AC05-00OR22725

OSTI ID:: 1657294

Alternate ID(s):: OSTI ID: 1358870

Journal Information:: Computers and Mathematics with Applications (Oxford), Journal Name: Computers and Mathematics with Applications (Oxford) Vol. 72 Journal Issue: 6; ISSN 0898-1221

Publisher:: ElsevierCopyright Statement

Country of Publication:: United Kingdom

Language:: English

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Cited by: 11 works

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References (7)

Hybrid reduced order modeling applied to nonlinear models: HYBRID APPLICATION OF ORDER REDUCTION METHODS Bang, Youngsuk; Abdel-Khalik, Hany S.; Hite, Jason M. International Journal for Numerical Methods in Engineering, Vol. 91, Issue 9 https://doi.org/10.1002/nme.4298	journal	July 2012
An effective screening design for sensitivity analysis of large models Campolongo, Francesca; Cariboni, Jessica; Saltelli, Andrea Environmental Modelling & Software, Vol. 22, Issue 10 https://doi.org/10.1016/j.envsoft.2006.10.004	journal	October 2007
Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions Halko, N.; Martinsson, P. G.; Tropp, J. A. SIAM Review, Vol. 53, Issue 2 https://doi.org/10.1137/090771806	journal	January 2011
Strong and Weak Error Estimates for Elliptic Partial Differential Equations with Random Coefficients Charrier, Julia SIAM Journal on Numerical Analysis, Vol. 50, Issue 1 https://doi.org/10.1137/100800531	journal	January 2012
Sensitivity analysis practices: Strategies for model-based inference Saltelli, Andrea; Ratto, Marco; Tarantola, Stefano Reliability Engineering & System Safety, Vol. 91, Issue 10-11 https://doi.org/10.1016/j.ress.2005.11.014	journal	October 2006
Factorial Sampling Plans for Preliminary Computational Experiments Morris, Max D. Technometrics, Vol. 33, Issue 2 https://doi.org/10.1080/00401706.1991.10484804	journal	May 1991
Active Subspace Methods in Theory and Practice: Applications to Kriging Surfaces Constantine, Paul G.; Dow, Eric; Wang, Qiqi SIAM Journal on Scientific Computing, Vol. 36, Issue 4 https://doi.org/10.1137/130916138	journal	January 2014

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