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

Abstract

Abstract not provided.

Authors:
; ; ; ; ; ; ; ;
Publication Date:
Research Org.:
Sandia National Lab. (SNL-CA), Livermore, CA (United States); Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Sponsoring Org.:
Defense Advanced Research Projects Agency (DARPA)
OSTI Identifier:
1417244
Report Number(s):
SAND2017-0234C
650292
DOE Contract Number:  
AC04-94AL85000
Resource Type:
Conference
Resource Relation:
Conference: Proposed for presentation at the AIAA SciTech Forum held January 9-13, 2017 in Grapevine, TX, United States.
Country of Publication:
United States
Language:
English

Citation Formats

Huan, Xun, Safta, Cosmin, Sargsyan, Khachik, Geraci, Gianluca, Eldred, Michael S., Vane, Zachary Phillips, Lacaze, Guilhem, Oefelein, Joseph, and Najm, Habib N. Global Sensitivity Analysis and Quantification of Model Error for Large Eddy Simulation in Scramjet Design.. United States: N. p., 2017. Web. doi:10.2514/6.2017-1089.
Huan, Xun, Safta, Cosmin, Sargsyan, Khachik, Geraci, Gianluca, Eldred, Michael S., Vane, Zachary Phillips, Lacaze, Guilhem, Oefelein, Joseph, & Najm, Habib N. Global Sensitivity Analysis and Quantification of Model Error for Large Eddy Simulation in Scramjet Design.. United States. doi:10.2514/6.2017-1089.
Huan, Xun, Safta, Cosmin, Sargsyan, Khachik, Geraci, Gianluca, Eldred, Michael S., Vane, Zachary Phillips, Lacaze, Guilhem, Oefelein, Joseph, and Najm, Habib N. Sun . "Global Sensitivity Analysis and Quantification of Model Error for Large Eddy Simulation in Scramjet Design.". United States. doi:10.2514/6.2017-1089. https://www.osti.gov/servlets/purl/1417244.
@article{osti_1417244,
title = {Global Sensitivity Analysis and Quantification of Model Error for Large Eddy Simulation in Scramjet Design.},
author = {Huan, Xun and Safta, Cosmin and Sargsyan, Khachik and Geraci, Gianluca and Eldred, Michael S. and Vane, Zachary Phillips and Lacaze, Guilhem and Oefelein, Joseph and Najm, Habib N.},
abstractNote = {Abstract not provided.},
doi = {10.2514/6.2017-1089},
journal = {},
number = ,
volume = ,
place = {United States},
year = {2017},
month = {1}
}

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Works referenced in this record:

Theorems and examples on high dimensional model representation
journal, February 2003


Analysis of variance designs for model output
journal, March 1999


Uncertainty Quantification and Polynomial Chaos Techniques in Computational Fluid Dynamics
journal, January 2009


Uncertainty quantification in LES of a turbulent bluff-body stabilized flame
journal, January 2015

  • Khalil, Mohammad; Lacaze, Guilhem; Oefelein, Joseph C.
  • Proceedings of the Combustion Institute, Vol. 35, Issue 2
  • DOI: 10.1016/j.proci.2014.05.030

Bayesian calibration of computer models
journal, August 2001

  • Kennedy, Marc C.; O'Hagan, Anthony
  • Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 63, Issue 3
  • DOI: 10.1111/1467-9868.00294

Idealized gas turbine combustor for performance research and validation of large eddy simulations
journal, March 2007

  • Williams, Timothy C.; Schefer, Robert W.; Oefelein, Joseph C.
  • Review of Scientific Instruments, Vol. 78, Issue 3
  • DOI: 10.1063/1.2712936

The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations
journal, January 2002


Analysis of high-pressure Diesel fuel injection processes using LES with real-fluid thermodynamics and transport
journal, January 2015

  • Lacaze, Guilhem; Misdariis, Antony; Ruiz, Anthony
  • Proceedings of the Combustion Institute, Vol. 35, Issue 2
  • DOI: 10.1016/j.proci.2014.06.072

Dimensionality Reduction for Complex Models via Bayesian Compressive Sensing
journal, January 2014


Multilevel Monte Carlo Path Simulation
journal, June 2008


For most large underdetermined systems of linear equations the minimal 𝓁1‐norm solution is also the sparsest solution
journal, January 2006

  • Donoho, David L.
  • Communications on Pure and Applied Mathematics, Vol. 59, Issue 6, p. 797-829
  • DOI: 10.1002/cpa.20132

Making best use of model evaluations to compute sensitivity indices
journal, May 2002


Sparse Approximate Solutions to Linear Systems
journal, April 1995


DRAM: Efficient adaptive MCMC
journal, December 2006


Dimension?Adaptive Tensor?Product Quadrature
journal, August 2003


Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index
journal, February 2010

  • Saltelli, Andrea; Annoni, Paola; Azzini, Ivano
  • Computer Physics Communications, Vol. 181, Issue 2
  • DOI: 10.1016/j.cpc.2009.09.018

On the Statistical Calibration of Physical Models: STATISTICAL CALIBRATION OF PHYSICAL MODELS
journal, February 2015

  • Sargsyan, K.; Najm, H. N.; Ghanem, R.
  • International Journal of Chemical Kinetics, Vol. 47, Issue 4
  • DOI: 10.1002/kin.20906

Large eddy simulation of turbulent combustion processes in propulsion and power systems
journal, January 2006


Detailed Modeling and Simulation of High-Pressure Fuel Injection Processes in Diesel Engines
journal, January 2012

  • Oefelein, Joseph; Dahms, Rainer; Lacaze, Guilhem
  • SAE International Journal of Engines, Vol. 5, Issue 3
  • DOI: 10.4271/2012-01-1258

Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems
journal, December 2007

  • Figueiredo, MÁrio A. T.; Nowak, Robert D.; Wright, Stephen J.
  • IEEE Journal of Selected Topics in Signal Processing, Vol. 1, Issue 4
  • DOI: 10.1109/JSTSP.2007.910281

Exploiting active subspaces to quantify uncertainty in the numerical simulation of the HyShot II scramjet
journal, December 2015


A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output
journal, February 1999


Hypersonics into the 21st century: A perspective on AFOSR-sponsored research in aerothermodynamics
journal, January 2015


Effects of Real-Fluid Thermodynamics on High-Pressure Fuel Injection Processes
journal, April 2014

  • Oefelein, Joseph; Lacaze, Guilhem; Dahms, Rainer
  • SAE International Journal of Engines, Vol. 7, Issue 3
  • DOI: 10.4271/2014-01-1429

On the convergence of generalized polynomial chaos expansions
journal, October 2011

  • Ernst, Oliver G.; Mugler, Antje; Starkloff, Hans-Jörg
  • ESAIM: Mathematical Modelling and Numerical Analysis, Vol. 46, Issue 2
  • DOI: 10.1051/m2an/2011045

The Orthogonal Development of Non-Linear Functionals in Series of Fourier-Hermite Functionals
journal, April 1947

  • Cameron, R. H.; Martin, W. T.
  • The Annals of Mathematics, Vol. 48, Issue 2
  • DOI: 10.2307/1969178

Large eddy simulation of swirling particle-laden flow in a model axisymmetric combustor
journal, January 2007

  • Oefelein, Joseph C.; Sankaran, Vaidyanathan; Drozda, Tomasz G.
  • Proceedings of the Combustion Institute, Vol. 31, Issue 2
  • DOI: 10.1016/j.proci.2006.08.017

Toward Validation of Large Eddy Simulation for Turbulent Combustion
journal, March 2006

  • Oefelein, Joseph C.; Schefer, Robert W.; Barlow, Robert S.
  • AIAA Journal, Vol. 44, Issue 3
  • DOI: 10.2514/1.16425