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

DOI10.1016/j.jcp.2012.01.005zbMath1245.82065OpenAlexW1983948141MaRDI QIDQ417937

Ernesto E. Prudencio, Serge Prudhomme, Marco Panesi, Kenji Miki

Publication date: 14 May 2012

Published in: Journal of Computational Physics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jcp.2012.01.005

zbMATH Keywords

inverse problemstochastic modelingparameter identificationBayesian methodcovariance matrixnitrogen ionization

Mathematics Subject Classification ID

Numerical computation of eigenvalues and eigenvectors of matrices (65F15) Atomic physics (81V45) Statistical mechanics of gases (82D05)

Related Items (4)

Probabilistic parameter estimation in a 2-step chemical kinetics model for n-dodecane jet autoignition ⋮ Systematic validation of non-equilibrium thermochemical models using Bayesian inference ⋮ Global sensitivity analysis for DSMC simulations of hypersonic shocks ⋮ Probabilistic models and uncertainty quantification for the ionization reaction rate of atomic nitrogen

Uses Software

• LSODE
• QUESO

Cites Work

• Probabilistic models and uncertainty quantification for the ionization reaction rate of atomic nitrogen
• Estimating the dimension of a model
• Bayesian model selection and model averaging
• Systematic validation of non-equilibrium thermochemical models using Bayesian inference
• Bayesian Calibration of Computer Models
• Bayesian Measures of Model Complexity and Fit
• Statistical Inference for Spatial Processes
• On Information and Sufficiency
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