Chemical model reduction under uncertainty

[1]  H. Najm,et al.  Inference of reaction rate parameters based on summary statistics from experiments , 2017 .

[2]  V. L. Orkin,et al.  Chemical Kinetics and Photochemical Data for Use in Atmospheric Studies: Evaluation Number 18 , 2015 .

[3]  Hai Wang,et al.  Combustion kinetic model uncertainty quantification, propagation and minimization , 2015 .

[4]  Alison S. Tomlin,et al.  Determining predictive uncertainties and global sensitivities for large parameter systems: A case study for N-butane oxidation , 2015 .

[5]  Jakub Dlabka,et al.  Evaluation of Combustion Mechanisms Using Global Uncertainty and Sensitivity Analyses: A Case Study for Low‐Temperature Dimethyl Ether Oxidation , 2014 .

[6]  Todd A. Oliver,et al.  Bayesian analysis of syngas chemistry models , 2013 .

[7]  Cosmin Safta,et al.  Uncertainty quantification of reaction mechanisms accounting for correlations introduced by rate rules and fitted Arrhenius parameters , 2013 .

[8]  Tamás Varga,et al.  Determination of rate parameters based on both direct and indirect measurements , 2012 .

[9]  Habib N. Najm,et al.  Simplified CSP analysis of a stiff stochastic ODE system , 2012 .

[10]  Habib N. Najm,et al.  Structure of n-heptane/air triple flames in partially-premixed mixing layers , 2011 .

[11]  R. D. Berry,et al.  Eigenvalues of the Jacobian of a Galerkin-Projected Uncertain ODE System , 2011, SIAM J. Sci. Comput..

[12]  David A. Sheen,et al.  Combustion kinetic modeling using multispecies time histories in shock-tube oxidation of heptane , 2011 .

[13]  Dimitris A. Goussis,et al.  Physical understanding of complex multiscale biochemical models via algorithmic simplification: Glycolysis in Saccharomyces cerevisiae , 2010 .

[14]  Habib N. Najm,et al.  Analysis of methane–air edge flame structure , 2010 .

[15]  Habib N. Najm,et al.  Skeletal mechanism generation with CSP and validation for premixed n-heptane flames , 2009 .

[16]  H. Najm,et al.  Surrogate Fuel Analysis and Reduction using Computational Singular Perturbation , 2008 .

[17]  Linda R. Petzold,et al.  Approved for public release; further dissemination unlimited Error Estimation for Reduced Order Models of Dynamical Systems ∗ , 2003 .

[18]  Habib N. Najm,et al.  Skeletal mechanism generation and analysis for n-heptane with CSP , 2007 .

[19]  Michael Frenklach,et al.  Transforming data into knowledge—Process Informatics for combustion chemistry , 2007 .

[20]  Habib N. Najm,et al.  A CSP-BASED SKELETAL MECHANISM GENERATION PROCEDURE: AUTO-IGNITION AND PREMIXED LAMINAR FLAMES IN N-HEPTANE/AIR MIXTURES , 2006 .

[21]  Juergen Hahn,et al.  Parameter reduction for stable dynamical systems based on Hankel singular values and sensitivity analysis , 2006 .

[22]  Juergen Hahn,et al.  Model reduction in the presence of uncertainty in model parameters , 2006 .

[23]  Habib N. Najm,et al.  An automatic procedure for the simplification of chemical kinetic mechanisms based on CSP , 2006 .

[24]  Athanasios C. Antoulas,et al.  Approximation of Large-Scale Dynamical Systems , 2005, Advances in Design and Control.

[25]  H. Najm,et al.  Chemical kinetics mechanism simplification via CSP , 2005 .

[26]  Peter J Seiler,et al.  Collaborative data processing in developing predictive models of complex reaction systems , 2004 .

[27]  Habib N. Najm,et al.  CSP analysis of a transient flame-vortex interaction: time scales and manifolds , 2003 .

[28]  Adrian E. Raftery,et al.  Bayesian model averaging: a tutorial (with comments by M. Clyde, David Draper and E. I. George, and a rejoinder by the authors , 1999 .

[29]  S. H. Lam,et al.  CONVENTIONAL ASYMPTOTICS AND COMPUTATIONAL SINGULAR PERTURBATION FOR SIMPLIFIED KINETICS MODELLING , 1999 .

[30]  Jefferson W. Tester,et al.  Incorporation of parametric uncertainty into complex kinetic mechanisms: Application to hydrogen oxidation in supercritical water , 1998 .

[31]  Dimitris A. Goussis,et al.  On the Construction and Use of Reduced Chemical Kinetic Mechanisms Produced on the Basis of Given Algebraic Relations , 1996 .

[32]  A. Hindmarsh,et al.  CVODE, a stiff/nonstiff ODE solver in C , 1996 .

[33]  S. Lam,et al.  The CSP method for simplifying kinetics , 1994 .

[34]  Michael Frenklach,et al.  Optimization and analysis of large chemical kinetic mechanisms using the solution mapping method—combustion of methane , 1992 .

[35]  J. Warnatz,et al.  Resolution of gas phase and surface combustion chemistry into elementary reactions , 1992 .

[36]  S. H. Lam,et al.  A study of homogeneous methanol oxidation kinetics using CSP , 1992 .

[37]  S. H. Lam,et al.  Using CSP to Understand Complex Chemical Kinetics ∗ , 1992 .

[38]  S. H. Lam,et al.  Understanding complex chemical kinetics with computational singular perturbation , 1989 .

[39]  Michael Frenklach,et al.  Sensitivity analysis and parameter estimation in dynamic modeling of chemical kinetics , 1983 .