Bayesian Model Calibration on Active Subspaces

Title: Bayesian Model Calibration on Active Subspaces

Conference · Tue Feb 20 00:00:00 EST 2018

DOI:https://doi.org/10.23919/ACC.2017.7963434· OSTI ID:1422950

Lewis, Allison L ^[1]; Smith, Ralph C ^[1];

^[2]

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Research Organization:: Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)

Resource Relation:: Conference: American Control Conference ; 2017-05-24 - 2017-05-24 ; Seattle, Washington, United States

Gradient free active subspace construction using Morris screening elementary effects Lewis, Allison; Smith, Ralph; Williams, Brian Computers & Mathematics with Applications, Vol. 72, Issue 6 https://doi.org/10.1016/j.camwa.2016.07.022	journal	September 2016
Accelerating Markov Chain Monte Carlo with Active Subspaces Constantine, Paul G.; Kent, Carson; Bui-Thanh, Tan SIAM Journal on Scientific Computing, Vol. 38, Issue 5 https://doi.org/10.1137/15M1042127	journal	January 2016
DRAM: Efficient adaptive MCMC Haario, Heikki; Laine, Marko; Mira, Antonietta Statistics and Computing, Vol. 16, Issue 4 https://doi.org/10.1007/s11222-006-9438-0	journal	December 2006
Active Subspaces Constantine, Paul G. Society for Industrial and Applied Mathematics https://doi.org/10.1137/1.9781611973860	book	January 2015
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

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