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Publication	Type	Year
Global Sensitivity Analysis and Estimation of Model Error, Toward Uncertainty Quantification in Scramjet Computations AIAA Journal Xun Huan, Cosmin Safta, Khachik Sargsyan, Gianluca Geraci, Michael S. Eldred, Zachary Phillips Vane, Guilhem Martial Louis Lacaze, Joseph Oefelein, Habib N. Najm https://www.osti.gov/search/identifier:1431213	Journal Article – 2018 Journal Article	2018
Quantum Annealing Approaches for Building Sparse Surrogate Models in Uncertainty Quantification SIAM Annual Meeting 2018 Bert Debusschere, Khachik Sargsyan, Ojas D. Parekh	Abstract – 2018 Abstract	2018
Multifidelity Statistical Analysis of Large Eddy Simulations in Scramjet Computations AIAA Scitech 2018 Cosmin Safta, Xun Huan, Gianluca Geraci, Michael S. Eldred, Khachik Sargsyan, Zachary Vane, Joseph Oefelein, Habib N. Najm https://www.osti.gov/search/identifier:1513486	Conference Paper – 2018 Conference Paper	2018
Multifidelity Statistical Analysis of Large Eddy Simulations in Scramjet Computations AIAA SciTech Forum Xun Huan, Gianluca Geraci, Cosmin Safta, Michael S. Eldred, Khachik Sargsyan, Zachary P. Vane, Joseph C. Oefelein, Habib N. Najm https://www.osti.gov/search/identifier:1513171	Conference Paper – 2018 Conference Paper	2018
Multifidelity Statistical Analysis of Large Eddy Simulations in Scramjet Computations AIAA SciTech Forum and Exposition Xun Huan, Gianluca Geraci, Zachary Phillips Vane, Cosmin Safta, Michael S. Eldred, Joseph Oefelein, Habib N. Najm, Khachik Sargsyan https://www.osti.gov/search/identifier:1512061	Conference Paper – 2018 Conference Paper	2018
Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine Quarterly DARPA Review Telecon Habib N. Najm, Bert Debusschere, Cosmin Safta, Khachik Sargsyan, Xun Huan, Joseph Oefelein, Zachary Vane, Michael S. Eldred, G. Geraci, O. Knio, I. Sraj, G. Scovazzi, O. Colomes, Y. Marzouk, O. Zahm, F. Menhorn, R. Ghanem, P. Tsilifis https://www.osti.gov/search/identifier:1574094	Conference Paper – 2017 Conference Paper	2017
Global Sensitivity Analysis and Quantification of Model Error in Scramjet Computations arXiv Xun Huan, Cosmin Safta, Khachik Sargsyan, Gianluca Geraci, Michael S. Eldred, Zachary Phillips Vane, Guilhem Lacaze, Joseph C. Oefelein, Habib N. Najm https://www.osti.gov/search/identifier:1429819	Journal Article – 2017 Journal Article	2017
Robust Compressive Sensing with Application to Multifidelity Analysis of Complex Turbulent Flows SIAM Conference on Computational Science and Engineering Xun Huan, Cosmin Safta, Gianluca Geraci, Michael S. Eldred, Zachary Phillips Vane, Guilhem Martial Louis Lacaze, Joseph Oefelein, Khachik Sargsyan, Habib N. Najm https://www.osti.gov/search/identifier:1427446	Conference Paper – 2017 Conference Paper	2017
Global Sensitivity Analysis and Quantification of Model Error for Large Eddy Simulation in Scramjet Design AIAA SciTech Forum Xun Huan, Cosmin Safta, Khachik Sargsyan, Gianluca Geraci, Michael S. Eldred, Zachary Phillips Vane, Guilhem Martial Louis Lacaze, Joseph Oefelein, Habib N. Najm https://www.osti.gov/search/identifier:1417244	Conference Paper – 2017 Conference Paper	2017
Global Sensitivity Analysis and Quantification of Model Form Error for Large Eddy Simulation of Scramjet Design American Institute of Aeronautics and Astronautics SciTech Forum Xun Huan, Cosmin Safta, Khachik Sargsyan, Gianluca Geraci, Michael S. Eldred, Zachary Phillips Vane, Guilhem Martial Louis Lacaze, Joseph Oefelein, Habib N. Najm https://www.osti.gov/search/identifier:1413414	Conference Paper – 2016 Conference Paper	2016
Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine ? ScramjetUQ ? Army-Navy-NASA-Air Force (JANNAF) meeting Habib N. Najm, Bert Debusschere, Cosmin Safta, Khachik Sargsyan, Xun Huan, Joseph Oefelein, Guilhem Martial Louis Lacaze, Zachary Phillips Vane, Michael S. Eldred, Gianluca Geraci, Omar Knio, I. Sraj, G. Scovazzi, O. Colomes, Y. Marzouk, O. Zahm, F. Menhorn, R. Ghanem, P. Tsilifis https://www.osti.gov/search/identifier:1420843	Conference Paper – 2016 Conference Paper	2016
Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine Annual DARPA Review Habib N. Najm, Bert Debusschere, Cosmin Safta, Khachik Sargsyan, Xun Huan, Joseph Oefelein, Guilhem Martial Louis Lacaze, Zachary Phillips Vane, Michael S. Eldred, G. Geraci, O. Knio, I. Sraj, G. Scovazzi, O. Colomes, Y. Marzouk, O. Zahm, F. Augustin, F. Menhorn, R. Ghanem, P. Tsilifis https://www.osti.gov/search/identifier:1397105	Conference Paper – 2016 Conference Paper	2016
Global Sensitivity Analysis for Large Eddy Simulation Models SIAM Annual Meeting Xun Huan, Cosmin Safta, Michael S. Eldred, Zachary Phillips Vane, Guilhem Martial Louis Lacaze, Joseph Oefelein, Khachik Sargsyan, Habib N. Najm https://www.osti.gov/search/identifier:1372012	Conference Paper – 2016 Conference Paper	2016
Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine Stanford University Habib N. Najm, Bert Debusschere, Cosmin Safta, Khachik Sargsyan, Joseph Oefelein, Guilhem Martial Louis Lacaze, Michael S. Eldred, Omar Knio, G. Scovazzi, Y. Marzouk, R. Ghanem https://www.osti.gov/search/identifier:1530652	Conference Paper – 2016 Conference Paper	2016
Quantification of Uncertainty in Extreme Scale Computations 2015 SciDAC-3 PI Meeting Bert Debusschere, John Davis Jakeman, Kamaljit Singh Chowdhary, Cosmin Safta, Khachik Sargsyan, P. Rai, R. Ghanem, O. Knio, O. La Maitre, J. Winokur, G. Li, O. Ghattas, R. Moser, C. Simmons, A. Alexanderian, J. Gattiker, D. Higdon, E. Lawrence, S. Bhat, Y. Marzouk, D. Bigoni, T. Cui, M. Parno https://www.osti.gov/search/identifier:1328212	Conference Paper – 2015 Conference Paper	2015
Sandia Software Enabling Extreme-Scale Uncertainty Quantification 2015 SciDAC PI Meeting Michael S. Eldred, Bert Debusschere, Kamaljit Singh Chowdhary, John Davis Jakeman, Prashant Rai, Cosmin Safta, Khachik Sargsyan https://www.osti.gov/search/identifier:1266821	Conference Paper – 2015 Conference Paper	2015
Bayesian calibration of engineering and scientific models using surrogates ASME 2015 Verification and Validation Symposium Sophia Lefantzi, Srinivasan Arunajatesan, Lawrence Dechant, Z. Hou, M. Huang, Khachik Sargsyan, Laura Painton Swiler https://www.osti.gov/search/identifier:1253310	Conference Paper – 2015 Conference Paper	2015
Density Estimation Framework for Model Error Assessmen AGU Fall Meeting Khachik Sargsyan, Habib N. Najm, Cosmin Safta, Hope A. Michelsen, Ray Bambha, Zhen Liu, Bart G van Bloemen Waanders https://www.osti.gov/search/identifier:1504062	Presentation (non-conference) – 2014 Presentation (non-conference)	2014
Greenhouse Gas Source Attribution: Measurements, Modeling, and Uncertainty Quantification Zhen Liu, Cosmin Safta, Khachik Sargsyan, Habib N. Najm, Bart G van Bloemen Waanders, Brian LaFranchi, Mark D. Ivey, Paul E. Schrader, Hope A. Michelsen, Ray Bambha https://www.osti.gov/search/identifier:1322290	SAND Report – 2014 SAND Report	2014
Density Estimation Framework for Model Error Assessment AGU Fall Meting 2014 Khachik Sargsyan, Zhen Liu, Habib N. Najm, Cosmin Safta, Bart G van Bloemen Waanders, Hope A. Michelsen, Ray Bambha	Abstract – 2014 Abstract	2014
Enhancing `1-minimization estimates of polynomial chaos expansions using basis selection Journal of Computational Physics John Davis Jakeman, Michael S. Eldred, Khachik Sargsyan https://www.osti.gov/search/identifier:1182997	Journal Article – 2014 Journal Article	2014
An Overview of Select UQ Algorithms and their Utility in Applications Habib N. Najm, Michael S. Eldred, Bert Debusschere, Kamaljit Singh Chowdhary, John Davis Jakeman, Cosmin Safta, Khachik Sargsyan https://www.osti.gov/search/identifier:1494413	Display or Poster (non-conference) – 2014 Display or Poster (non-conference)	2014
Sandia Software Enabling Extreme-Scale Uncertainty Quantification Michael S. Eldred, Bert Debusschere, Kamaljit Singh Chowdhary, John Davis Jakeman, Habib N. Najm, Cosmin Safta, Khachik Sargsyan https://www.osti.gov/search/identifier:1494264	Display or Poster (non-conference) – 2014 Display or Poster (non-conference)	2014
Black Carbon, Methane, and Carbon Dioxide: Measurement, Modeling, and Source Attribution California Governor's Office Hope A. Michelsen, Ray Bambha, Zhen Liu, Paul E. Schrader, Mark D. Ivey, Erika Louise Roesler, Mark Alan Taylor, Brian LaFranchi, Frederick M. Helsel, Habib N. Najm, Khachik Sargsyan, Cosmin Safta https://www.osti.gov/search/identifier:1494427	Presentation (non-conference) – 2014 Presentation (non-conference)	2014
Probabilistic Methods for Sensitivity Analysis and Calibration of Computer Models in the NASA Challenge Problem Journal of Aerospace Information Systems Cosmin Safta, Khachik Sargsyan, Habib N. Najm, Kamaljit Singh Chowdhary, Bert Debusschere, Laura Painton Swiler, Michael S. Eldred https://www.osti.gov/search/identifier:1141704	Journal Article – 2014 Journal Article	2014
Document Title	Type	Year

Results 26–50 of 58

Publications

Global Sensitivity Analysis and Estimation of Model Error, Toward Uncertainty Quantification in Scramjet Computations

Quantum Annealing Approaches for Building Sparse Surrogate Models in Uncertainty Quantification

Multifidelity Statistical Analysis of Large Eddy Simulations in Scramjet Computations

Multifidelity Statistical Analysis of Large Eddy Simulations in Scramjet Computations

Multifidelity Statistical Analysis of Large Eddy Simulations in Scramjet Computations

Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine

Global Sensitivity Analysis and Quantification of Model Error in Scramjet Computations

Robust Compressive Sensing with Application to Multifidelity Analysis of Complex Turbulent Flows

Global Sensitivity Analysis and Quantification of Model Error for Large Eddy Simulation in Scramjet Design

Global Sensitivity Analysis and Quantification of Model Form Error for Large Eddy Simulation of Scramjet Design

Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine ? ScramjetUQ ?

Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine

Global Sensitivity Analysis for Large Eddy Simulation Models

Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine

&#65532;&#65532;&#65532;&#65532;&#65532;&#65532;&#65532;Quantification of Uncertainty in Extreme Scale Computations

Sandia Software Enabling Extreme-Scale Uncertainty Quantification

Bayesian calibration of engineering and scientific models using surrogates

Density Estimation Framework for Model Error Assessmen

Greenhouse Gas Source Attribution: Measurements, Modeling, and Uncertainty Quantification

Density Estimation Framework for Model Error Assessment

Enhancing `1-minimization estimates of polynomial chaos expansions using basis selection

An Overview of Select UQ Algorithms and their Utility in Applications

Sandia Software Enabling Extreme-Scale Uncertainty Quantification

Black Carbon, Methane, and Carbon Dioxide: Measurement, Modeling, and Source Attribution

Probabilistic Methods for Sensitivity Analysis and Calibration of Computer Models in the NASA Challenge Problem

Quantification of Uncertainty in Extreme Scale Computations