On the Statistical Calibration of Physical Models

Uncertainty quantification in LES of a turbulent bluff-body stabilized flame

(2015) Mohammad Khalil et al.   PROCEEDINGS OF THE COMBUSTION INSTITUTE

Determining predictive uncertainties and global sensitivities for large parameter systems: A case study for n -butane oxidation

(2015) Éric Hébrard et al.   PROCEEDINGS OF THE COMBUSTION INSTITUTE

Skeletal reaction model generation, uncertainty quantification and minimization: Combustion of butane

(2014) Yuxuan Xin et al.   COMBUSTION AND FLAME

Comparison of the performance of several recent hydrogen combustion mechanisms

(2014) Carsten Olm et al.   COMBUSTION AND FLAME

Inverse analysis and regularisation in conditional source-term estimation modelling

(2014) Jeffrey W. Labahn et al.   COMBUSTION THEORY AND MODELLING

Bayesian Error Propagation for a Kinetic Model ofn-Propylbenzene Oxidation in a Shock Tube

(2014) Sebastian Mosbach et al.   INTERNATIONAL JOURNAL OF CHEMICAL KINETICS

Evaluation of Combustion Mechanisms Using Global Uncertainty and Sensitivity Analyses: A Case Study for Low-Temperature Dimethyl Ether Oxidation

(2014) Alison S. Tomlin et al.   INTERNATIONAL JOURNAL OF CHEMICAL KINETICS

Learning about physical parameters: the importance of model discrepancy

(2014) Jenný Brynjarsdóttir et al.   INVERSE PROBLEMS

Enforcing positivity in intrusive PC-UQ methods for reactive ODE systems

(2014) Habib N. Najm et al.   JOURNAL OF COMPUTATIONAL PHYSICS

When Is a Model Good Enough? Deriving the Expected Value of Model Improvement via Specifying Internal Model Discrepancies

(2014) Mark Strong et al.   SIAM-ASA Journal on Uncertainty Quantification

Using Bayesian analysis to quantify uncertainties in the H+O2→OH+O reaction

(2013) Kenji Miki et al.   COMBUSTION AND FLAME

Uncertainty quantification of reaction mechanisms accounting for correlations introduced by rate rules and fitted Arrhenius parameters

(2013) Jens Prager et al.   COMBUSTION AND FLAME

Uncertainty quantification in the catalytic partial oxidation of methane

(2013) Jorge E.P. Navalho et al.   COMBUSTION THEORY AND MODELLING

Bayesian analysis of syngas chemistry models

(2013) Kalen Braman et al.   COMBUSTION THEORY AND MODELLING

DATA-FREE INFERENCE OF UNCERTAIN PARAMETERS IN CHEMICAL MODELS

(2013) Habib N. Najm et al.   International Journal for Uncertainty Quantification

Bayesian parameter estimation for a jet-milling model using Metropolis–Hastings and Wang–Landau sampling

(2012) Catharine A. Kastner et al.   CHEMICAL ENGINEERING SCIENCE

Uncertainty propagation of chemical kinetics parameters and binary diffusion coefficients in predicting extinction limits of hydrogen/oxygen/nitrogen non-premixed flames

(2012) G. Esposito et al.   COMBUSTION THEORY AND MODELLING

Kinetic study on the homogeneous esterification of acetic acid with isoamyl alcohol

(2012) M. Duque-Bernal et al.   INTERNATIONAL JOURNAL OF CHEMICAL KINETICS

Bayesian uncertainty quantification of recent shock tube determinations of the rate coefficient of reaction H + O2→ OH + O

(2012) Kenji Miki et al.   INTERNATIONAL JOURNAL OF CHEMICAL KINETICS

Probabilistic models and uncertainty quantification for the ionization reaction rate of atomic Nitrogen

(2012) K. Miki et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Estimation of the nitrogen ionization reaction rate using electric arc shock tube data and Bayesian model analysis

(2012) K. Miki et al.   PHYSICS OF PLASMAS

Uncertainty quantification in the ab initio rate-coefficient calculation for the reaction

(2012) Jens Prager et al.   PROCEEDINGS OF THE COMBUSTION INSTITUTE

Uncertainty propagation in the derivation of phenomenological rate coefficients from theory: A case study of n-propyl radical oxidation

(2012) C. Franklin Goldsmith et al.   PROCEEDINGS OF THE COMBUSTION INSTITUTE

Kinetics of H atom attack on unsaturated hydrocarbons using spectral uncertainty propagation and minimization techniques

(2012) David A. Sheen et al.   PROCEEDINGS OF THE COMBUSTION INSTITUTE

The role of sensitivity and uncertainty analysis in combustion modelling

(2012) Alison S. Tomlin   PROCEEDINGS OF THE COMBUSTION INSTITUTE

Combustion kinetic modeling using multispecies time histories in shock-tube oxidation of heptane

(2011) David A. Sheen et al.   COMBUSTION AND FLAME

The method of uncertainty quantification and minimization using polynomial chaos expansions

(2011) David A. Sheen et al.   COMBUSTION AND FLAME

Iterative improvement of Bayesian parameter estimates for an engine model by means of experimental design

(2011) Sebastian Mosbach et al.   COMBUSTION AND FLAME

Large Eddy Simulation of combustion instabilities in a lean partially premixed swirled flame

(2011) Benedetta Franzelli et al.   COMBUSTION AND FLAME

Uncertainty quantification of a graphite nitridation experiment using a Bayesian approach

(2011) R.R. Upadhyay et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Uncertainty of Arrhenius parameters

(2011) Tibor Nagy et al.   INTERNATIONAL JOURNAL OF CHEMICAL KINETICS

Statistical approaches to forcefield calibration and prediction uncertainty in molecular simulation

(2011) Fabien Cailliez et al.   JOURNAL OF CHEMICAL PHYSICS

Numerical investigation of the uncertainty of Arrhenius parameters

(2011) László Varga et al.   JOURNAL OF MATHEMATICAL CHEMISTRY

Managing structural uncertainty in health economic decision models: a discrepancy approach

(2011) Mark Strong et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Bayesian uncertainty analysis with applications to turbulence modeling

(2011) Sai Hung Cheung et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Determination of the uncertainty domain of the Arrhenius parameters needed for the investigation of combustion kinetic models

(2011) Tibor Nagy et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Uncertainty quantification: Making predictions of complex reaction systems reliable

(2010) Trent Russi et al.   CHEMICAL PHYSICS LETTERS

A two-step chemical scheme for kerosene–air premixed flames

(2010) B. Franzelli et al.   COMBUSTION AND FLAME

Calculation of premixed combustion within inert porous media with model parametric uncertainty quantification

(2010) M.A.A. Mendes et al.   COMBUSTION AND FLAME

Identification of Bayesian posteriors for coefficients of chaos expansions

(2010) M. Arnst et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Uncertainty Quantification and Polynomial Chaos Techniques in Computational Fluid Dynamics

(2008) Habib N. Najm   Annual Review of Fluid Mechanics

Identification of the effective distribution function for determination of the distributed activation energy models using the maximum likelihood method: Isothermal thermogravimetric data

(2008) Bojan Janković   INTERNATIONAL JOURNAL OF CHEMICAL KINETICS

Modeling dynamic controls on ice streams: a Bayesian statistical approach

(2008) L.M. Berliner et al.   JOURNAL OF GLACIOLOGY

Sensitivity Analysis of Uncertainty in Model Prediction

(2008) Trent Russi et al.   JOURNAL OF PHYSICAL CHEMISTRY A

Skeletal mechanism generation with CSP and validation for premixed n-heptane flames

(2008) Jens Prager et al.   PROCEEDINGS OF THE COMBUSTION INSTITUTE

Spectral uncertainty quantification, propagation and optimization of a detailed kinetic model for ethylene combustion

(2008) David A. Sheen et al.   PROCEEDINGS OF THE COMBUSTION INSTITUTE