Exploiting active subspaces to quantify uncertainty in the numerical simulation of the HyShot II scramjet

Constantine, P. G.; Emory, M.; Larsson, J.; Iaccarino, G.

doi:10.1016/j.jcp.2015.09.001

Title: Exploiting active subspaces to quantify uncertainty in the numerical simulation of the HyShot II scramjet

Journal Article · 30 November 2015 · Journal of Computational Physics

DOI: https://doi.org/10.1016/j.jcp.2015.09.001 · OSTI ID:1247041

; Emory, M.; Larsson, J.; Iaccarino, G.

Not Available

View Accepted Manuscript (Publisher)

Cite

Export

Save

Sponsoring Organization:: USDOE National Nuclear Security Administration (NNSA); USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR)

Grant/Contract Number:: SC0011077

OSTI ID:: 1247041

Journal Information:: Journal of Computational Physics, Journal Name: Journal of Computational Physics Journal Issue: C Vol. 302; ISSN 0021-9991

Publisher:: ElsevierCopyright Statement

Country of Publication:: United States

Language:: English

References (27)

Methodology of a combined ground based testing and numerical modelling analysis of supersonic combustion flow paths Hannemann, Klaus; Karl, Sebastian; Martinez Schramm, Jan Shock Waves, Vol. 20, Issue 5 https://doi.org/10.1007/s00193-010-0269-8	journal	August 2010
Transition Modelling for General Purpose CFD Codes Menter, F. R.; Langtry, R.; Völker, S. Flow, Turbulence and Combustion, Vol. 77, Issue 1-4 https://doi.org/10.1007/s10494-006-9047-1	journal	August 2006
Assessment of Uncertainties in Modeling of Laminar to Turbulent Transition for Transonic Flows Pecnik, Rene; Witteveen, Jeroen A. S.; Iaccarino, Gianluca Flow, Turbulence and Combustion, Vol. 91, Issue 1 https://doi.org/10.1007/s10494-013-9453-0	journal	February 2013
Non-intrusive low-rank separated approximation of high-dimensional stochastic models Doostan, Alireza; Validi, AbdoulAhad; Iaccarino, Gianluca Computer Methods in Applied Mechanics and Engineering, Vol. 263 https://doi.org/10.1016/j.cma.2013.04.003	journal	August 2013
An improved H2/O2 mechanism based on recent shock tube/laser absorption measurements Hong, Zekai; Davidson, David F.; Hanson, Ronald K. Combustion and Flame, Vol. 158, Issue 4 https://doi.org/10.1016/j.combustflame.2010.10.002	journal	April 2011
An efficient flamelet-based combustion model for compressible flows Saghafian, Amirreza; Terrapon, Vincent E.; Pitsch, Heinz Combustion and Flame, Vol. 162, Issue 3 https://doi.org/10.1016/j.combustflame.2014.08.007	journal	March 2015
Incipient thermal choking and stable shock-train formation in the heat-release region of a scramjet combustor. Part I: Shock-tunnel experiments Laurence, S. J.; Lieber, D.; Martinez Schramm, J. Combustion and Flame, Vol. 162, Issue 4 https://doi.org/10.1016/j.combustflame.2014.09.016	journal	April 2015
Incipient thermal choking and stable shock-train formation in the heat-release region of a scramjet combustor. Part II: Large eddy simulations Larsson, Johan; Laurence, Stuart; Bermejo-Moreno, Iván Combustion and Flame, Vol. 162, Issue 4 https://doi.org/10.1016/j.combustflame.2014.09.017	journal	April 2015
A non-adapted sparse approximation of PDEs with stochastic inputs Doostan, Alireza; Owhadi, Houman Journal of Computational Physics, Vol. 230, Issue 8 https://doi.org/10.1016/j.jcp.2011.01.002	journal	April 2011
CFD analysis of the HyShot II scramjet combustor Fureby, C.; Chapuis, M.; Fedina, E. Proceedings of the Combustion Institute, Vol. 33, Issue 2 https://doi.org/10.1016/j.proci.2010.07.055	journal	January 2011
Sparse grids Bungartz, Hans-Joachim; Griebel, Michael Acta Numerica, Vol. 13 https://doi.org/10.1017/S0962492904000182	journal	May 2004
A Taxonomy of Global Optimization Methods Based on Response Surfaces Jones, Donald R. Journal of Global Optimization, Vol. 21, Issue 4, p. 345-383 https://doi.org/10.1023/A:1012771025575	journal	December 2001
Modeling shock unsteadiness in shock/turbulence interaction Sinha, Krishnendu; Mahesh, Krishnan; Candler, Graham V. Physics of Fluids, Vol. 15, Issue 8 https://doi.org/10.1063/1.1588306	journal	August 2003
Information Theory and Statistical Mechanics Jaynes, E. T. Physical Review, Vol. 106, Issue 4 https://doi.org/10.1103/PhysRev.106.620	journal	May 1957
High-Order Collocation Methods for Differential Equations with Random Inputs Xiu, Dongbin; Hesthaven, Jan S. SIAM Journal on Scientific Computing, Vol. 27, Issue 3 https://doi.org/10.1137/040615201	journal	January 2005
ORBIT: Optimization by Radial Basis Function Interpolation in Trust-Regions Wild, Stefan M.; Regis, Rommel G.; Shoemaker, Christine A. SIAM Journal on Scientific Computing, Vol. 30, Issue 6 https://doi.org/10.1137/070691814	journal	January 2008
Derivative-Free Optimization of Expensive Functions with Computational Error Using Weighted Regression Billups, Stephen C.; Larson, Jeffrey; Graf, Peter SIAM Journal on Optimization, Vol. 23, Issue 1 https://doi.org/10.1137/100814688	journal	January 2013
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
The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations Xiu, Dongbin; Karniadakis, George Em SIAM Journal on Scientific Computing, Vol. 24, Issue 2 https://doi.org/10.1137/S1064827501387826	journal	January 2002
Regression Analysis Under Link Violation Li, Ker-Chau; Duan, Naihua The Annals of Statistics, Vol. 17, Issue 3 https://doi.org/10.1214/aos/1176347254	journal	September 1989
Flight Data Analysis of the HyShot 2 Scramjet Flight Experiment Smart, Michael K.; Hass, Neal E.; Paull, Allan AIAA Journal, Vol. 44, Issue 10 https://doi.org/10.2514/1.20661	journal	October 2006
Experimental Investigation of Unstart in an Inlet/Isolator Model in Mach 5 Flow Wagner, J. L.; Yuceil, K. B.; Valdivia, A. AIAA Journal, Vol. 47, Issue 6 https://doi.org/10.2514/1.40966	journal	June 2009
Reynolds-Averaged Navier-Stokes Simulations of the HyShot II Scramjet Pecnik, René; Terrapon, Vincent E.; Ham, Frank AIAA Journal, Vol. 50, Issue 8 https://doi.org/10.2514/1.J051473	journal	August 2012
Fuel Stagnation Temperature Effects on Mixing with Supersonic Combustion Flows Wendt, M. N.; Stalker, R. J.; Jacobs, P. A. Journal of Propulsion and Power, Vol. 13, Issue 2 https://doi.org/10.2514/2.5159	journal	March 1997
Analysis of Transient Thermal Choking Processes in a Model Scramjet Engine O’Byrne, S.; Doolan, M.; Olsen, S. R. Journal of Propulsion and Power, Vol. 16, Issue 5 https://doi.org/10.2514/2.5645	journal	September 2000
Two-equation eddy-viscosity turbulence models for engineering applications Menter, F. R. AIAA Journal, Vol. 32, Issue 8 https://doi.org/10.2514/3.12149	journal	August 1994
Prediction of Precombustion Wall Pressure Distributions in Scramjet Engines Waltrup, P. J.; Billig, F. S. Journal of Spacecraft and Rockets, Vol. 10, Issue 9 https://doi.org/10.2514/3.27782	journal	September 1973

Similar Records

Global sensitivity metrics from active subspaces

Journal Article · 2017 · Reliability Engineering and System Safety · OSTI ID:1414794

Constantine, Paul G.; Diaz, Paul

Global spatial sensitivity of runoff to subsurface permeability using the active subspace method

Journal Article · 2016 · Advances in Water Resources · OSTI ID:1326427

Gilbert, James M.; Jefferson, Jennifer L.; Constantine, Paul G.; +1 more

A density-matching approach for optimization under uncertainty

Journal Article · 2016 · Computer Methods in Applied Mechanics and Engineering · OSTI ID:1250560

Seshadri, Pranay; Constantine, Paul; Iaccarino, Gianluca; +1 more

Title: Exploiting active subspaces to quantify uncertainty in the numerical simulation of the HyShot II scramjet

Citation Formats

References (27)

Similar Records

Related Subjects