Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

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

Conference ·
DOI:https://doi.org/10.2514/6.2017-1089· OSTI ID:1417244

Abstract not provided.

Research Organization:
Sandia National Lab. (SNL-CA), Livermore, CA (United States); Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Sponsoring Organization:
Defense Advanced Research Projects Agency (DARPA)
DOE Contract Number:
AC04-94AL85000
OSTI ID:
1417244
Report Number(s):
SAND2017-0234C; 650292
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

References (36)

Theorems and examples on high dimensional model representation February 2003
Hypersonic International Flight Research and Experimentation (HIFiRE) Fundamental Science and Technology Development Strategy June 2012
Analysis of variance designs for model output March 1999
Uncertainty Quantification and Polynomial Chaos Techniques in Computational Fluid Dynamics January 2009
Uncertainty quantification in LES of a turbulent bluff-body stabilized flame January 2015
Combustor Operability and Performance Verification for HIFiRE Flight 2 June 2012
Uncertainty quantification and error estimation in scramjet simulation June 2012
Bayesian calibration of computer models August 2001
Idealized gas turbine combustor for performance research and validation of large eddy simulations March 2007
A multifidelity multilevel Monte Carlo method for uncertainty propagation in aerospace applications January 2017
The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations January 2002
Analysis of high-pressure Diesel fuel injection processes using LES with real-fluid thermodynamics and transport January 2015
Stochastic Finite Elements: A Spectral Approach January 1991
Dimensionality Reduction for Complex Models via Bayesian Compressive Sensing January 2014
Multilevel Monte Carlo Path Simulation June 2008
For most large underdetermined systems of linear equations the minimal 𝓁1‐norm solution is also the sparsest solution January 2006
Plane Answers to Complex Questions January 2002
Making best use of model evaluations to compute sensitivity indices May 2002
Spectral Methods for Uncertainty Quantification: With Applications to Computational Fluid Dynamics January 2010
Sparse Approximate Solutions to Linear Systems April 1995
DRAM: Efficient adaptive MCMC December 2006
Dimension?Adaptive Tensor?Product Quadrature August 2003
Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index February 2010
On the Statistical Calibration of Physical Models: STATISTICAL CALIBRATION OF PHYSICAL MODELS February 2015
Large eddy simulation of turbulent combustion processes in propulsion and power systems January 2006
Detailed Modeling and Simulation of High-Pressure Fuel Injection Processes in Diesel Engines January 2012
Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems December 2007
Exploiting active subspaces to quantify uncertainty in the numerical simulation of the HyShot II scramjet December 2015
The HIFiRE Flight 2 Experiment: An Overview and Status Update
  • No authors listed
  • 45th AIAA/ASME/SAE/ASEE Joint Propulsion Conference & Exhibit, 45th AIAA/ASME/SAE/ASEE Joint Propulsion Conference & Exhibit https://doi.org/10.2514/6.2009-5029
June 2012
A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output February 1999
Hypersonics into the 21st century: A perspective on AFOSR-sponsored research in aerothermodynamics January 2015
Effects of Real-Fluid Thermodynamics on High-Pressure Fuel Injection Processes April 2014
On the convergence of generalized polynomial chaos expansions October 2011
The Orthogonal Development of Non-Linear Functionals in Series of Fourier-Hermite Functionals April 1947
Large eddy simulation of swirling particle-laden flow in a model axisymmetric combustor January 2007
Toward Validation of Large Eddy Simulation for Turbulent Combustion March 2006