DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Active subspace-based dimension reduction for chemical kinetics applications with epistemic uncertainty

Journal Article · · Combustion and Flame

Sponsoring Organization:
USDOE
OSTI ID:
1775656
Journal Information:
Combustion and Flame, Journal Name: Combustion and Flame Vol. 204 Journal Issue: C; ISSN 0010-2180
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (36)

A randomized orthogonal array-based procedure for the estimation of first- and second-order Sobol' indices journal January 2014
An efficient modularized sample-based method to estimate the first-order Sobol׳ index journal September 2016
A new uncertainty importance measure journal June 2007
Comparison of methods for measuring kerogen pyrolysis rates and fitting kinetic parameters journal November 1987
An automatic procedure for the simplification of chemical kinetic mechanisms based on CSP journal July 2006
Understanding complex chemical kinetics with computational singular perturbation journal January 1989
Integration of model verification, validation, and calibration for uncertainty quantification in engineering systems journal June 2015
Mean-Variance Risk-Averse Optimal Control of Systems Governed by PDEs with Random Parameter Fields Using Quadratic Approximations journal January 2017
Extending a global sensitivity analysis technique to models with correlated parameters journal August 2007
Hydrogen-oxygen reaction mechanism and its implication to hydrogen engine combustion journal August 1996
Derivative-based global sensitivity measures: General links with Sobol’ indices and numerical tests journal January 2013
Estimating the approximation error when fixing unessential factors in global sensitivity analysis journal July 2007
Global sensitivity analysis of n-butanol reaction kinetics using rate rules journal October 2018
Time‐dependent global sensitivity analysis with active subspaces for a lithium ion battery model journal August 2017
Reliability analysis under epistemic uncertainty journal November 2016
Global Sensitivity Analysis for Systems with Independent and/or Correlated Inputs journal May 2010
Sensitivity analysis in presence of model uncertainty and correlated inputs journal October 2006
Recent advances on enzymatic glucose/oxygen and hydrogen/oxygen biofuel cells: Achievements and limitations journal September 2016
Controlled Generation of Hydrogen from Formic Acid Amine Adducts at Room Temperature and Application in H 2 /O 2 Fuel Cells journal May 2008
Global Sensitivity Analysis Challenges in Biological Systems Modeling journal August 2009
Global sensitivity metrics from active subspaces journal June 2017
Global sensitivity analysis using polynomial chaos expansions journal July 2008
Development of a reduced model of formation reactions in Zr-Al nanolaminates journal December 2014
Derivative based global sensitivity measures and their link with global sensitivity indices journal June 2009
Simplified CSP analysis of a stiff stochastic ODE system journal April 2012
Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index journal February 2010
Modeling and quantitative nanocalorimetric analysis to assess interdiffusion in a Ni/Al bilayer journal December 2011
Computational singular perturbation with non-parametric tabulation of slow manifolds for time integration of stiff chemical kinetics journal February 2012
Aerodynamic design via control theory journal September 1988
A Comprehensive Reaction Mechanism For Carbon Monoxide/Hydrogen/Oxygen Kinetics journal September 1991
Global sensitivity measures from given data journal May 2013
Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates journal February 2001
Further comparison of methods for measuring kerogen pyrolysis rates and fitting kinetic parameters journal January 1988
A comprehensive chemical kinetic combustion model for the four butanol isomers journal June 2012
Design analysis for optimal calibration of diffusivity in reactive multilayers journal May 2017
Uncertainty quantification in reacting-flow simulations through non-intrusive spectral projection journal February 2003