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Bayesian Machine Learning Approach to the Quantification of Uncertainties on Ab Initio Potential Energy Surfaces

The journal of physical chemistry. A, Molecules, spectroscopy, kinetics, environment, & general theory, 2020-06, Vol.124 (25), p.5129-5146

2020

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Construction of a coarse-grain quasi-classical trajectory method. I. Theory and application to N2–N2 system

The Journal of chemical physics, 2018-02, Vol.148 (5), p.054309-054309

2018

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Construction of a coarse-grain quasi-classical trajectory method. II. Comparison against the direct molecular simulation method

The Journal of chemical physics, 2018-02, Vol.148 (5), p.054310-054310

2018

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Data-Inspired and Physics-Driven Model Reduction for Dissociation: Application to the O2 + O System

The journal of physical chemistry. A, Molecules, spectroscopy, kinetics, environment, & general theory, 2020-10, Vol.124 (41), p.8359-8372

2020

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Adaptive coarse graining method for energy transfer and dissociation kinetics of polyatomic species

The Journal of chemical physics, 2017-08, Vol.147 (5), p.054107-054107

2017

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Construction of a coarse-grain quasi-classical trajectory method. I. Theory and application to N 2 -N 2 system

The Journal of chemical physics, 2018-02, Vol.148 (5), p.054309

2018

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Energy transfer models in nitrogen plasmas: analysis of N₂(X¹Σg⁺)-N(⁴S(u))-e⁻ interaction

The Journal of chemical physics, 2014-11, Vol.141 (18), p.184302-184302

2014

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A tightly coupled non-equilibrium model for inductively coupled radio-frequency plasmas

Journal of applied physics, 2015-10, Vol.118 (13)

2015

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Modeling of high pressure arc-discharge with a fully-implicit Navier-Stokes stabilized finite element flow solver

Plasma sources science & technology, 2017-04, Vol.26 (5), p.55012

2017

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

Journal of computational physics, 2012-05, Vol.231 (9), p.3871-3886

2012

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QCT-based vibrational collisional models applied to nonequilibrium nozzle flows

The European physical journal. D, Atomic, molecular, and optical physics, 2012-07, Vol.66 (7), Article 188

2012

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On the assessment of a Bayesian validation methodology for data reduction models relevant to shock tube experiments

Computer methods in applied mechanics and engineering, 2012-03, Vol.213-216, p.383-398

2012

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Energy transfer models in nitrogen plasmas: Analysis of $\mathbf {\rm N_2(X\,^1\Sigma _g^+){\mbox{--}}\rm N(^4S_u){\mbox{--}}e^-}$N2(XΣg+1)–N(4Su)–e− interaction

The Journal of chemical physics, 2014-11, Vol.141 (18)

2014

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Boltzmann rovibrational collisional coarse-grained model for internal energy excitation and dissociation in hypersonic flows

Physical review. E, Statistical, nonlinear, and soft matter physics, 2014-02, Vol.89 (2), p.023001-023001, Article 023001

2014

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Nonequilibrium shock-heated nitrogen flows using a rovibrational state-to-state method

Physical review. E, Statistical, nonlinear, and soft matter physics, 2014-07, Vol.90 (1), p.013009-013009, Article 013009

2014

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Modelling of high-enthalpy, high-Mach number flows

Journal of physics. D, Applied physics, 2009-10, Vol.42 (19), p.194004-194004 (16)

2009

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Data-Inspired and Physics-Driven Model Reduction for Dissociation: Application to the O 2 + O System

The journal of physical chemistry. A, Molecules, spectroscopy, kinetics, environment, & general theory, 2020-10, Vol.124 (41), p.8359-8372

2020

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Modeling of non-equilibrium phenomena in expanding flows by means of a collisional-radiative model

Physics of plasmas, 2013-07, Vol.20 (7)

2013

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Electron-vibration relaxation in oxygen plasmas

Chemical physics, 2016-06, Vol.472 (C), p.44-49

2016

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

Physics of plasmas, 2012-02, Vol.19 (2), p.023507-023507-16

2012

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Analysis of Chemical Nonequilibrium and Elemental Demixing in Plasmatron Facility

Journal of thermophysics and heat transfer, 2007-01, Vol.21 (1), p.57-66

2007

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Energy transfer models in nitrogen plasmas: Analysis of N{sub 2}(X{sup 1}Σ{sup +}{sub g})–N({sup 4}S{sub u})–e{sup −} interaction

The Journal of chemical physics, 2014-11, Vol.141 (18)

2014

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Modelling of high-enthalpy, high-Mach number flows : Plasma Modelling

Journal of physics. D, Applied physics, 2009, Vol.42 (19)

2009

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Advanced Models in Shock Waves

The open plasma physics journal, 2014-06, Vol.7 (1), p.101-113

2014

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Novel TGFBR2 and Known Missense SMAD3 Mutations: Two Case Reports of Thoracic Aortic Aneurysms

The Annals of thoracic surgery, 2015, Vol.99 (1), p.303-305

2015

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Bayesian Machine Learning Approach to the Quantification of Uncertainties on Ab Initio Potential Energy Surfaces

Construction of a coarse-grain quasi-classical trajectory method. I. Theory and application to N2–N2 system

Construction of a coarse-grain quasi-classical trajectory method. II. Comparison against the direct molecular simulation method

Data-Inspired and Physics-Driven Model Reduction for Dissociation: Application to the O2 + O System

Adaptive coarse graining method for energy transfer and dissociation kinetics of polyatomic species

Construction of a coarse-grain quasi-classical trajectory method. I. Theory and application to N 2 -N 2 system

Energy transfer models in nitrogen plasmas: analysis of N₂(X¹Σg⁺)-N(⁴S(u))-e⁻ interaction

A tightly coupled non-equilibrium model for inductively coupled radio-frequency plasmas

Modeling of high pressure arc-discharge with a fully-implicit Navier-Stokes stabilized finite element flow solver

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

QCT-based vibrational collisional models applied to nonequilibrium nozzle flows

On the assessment of a Bayesian validation methodology for data reduction models relevant to shock tube experiments

Energy transfer models in nitrogen plasmas: Analysis of $\mathbf {\rm N_2(X\,^1\Sigma _g^+){\mbox{--}}\rm N(^4S_u){\mbox{--}}e^-}$N2(XΣg+1)–N(4Su)–e− interaction

Boltzmann rovibrational collisional coarse-grained model for internal energy excitation and dissociation in hypersonic flows

Nonequilibrium shock-heated nitrogen flows using a rovibrational state-to-state method

Modelling of high-enthalpy, high-Mach number flows

Data-Inspired and Physics-Driven Model Reduction for Dissociation: Application to the O 2 + O System

Modeling of non-equilibrium phenomena in expanding flows by means of a collisional-radiative model

Electron-vibration relaxation in oxygen plasmas

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

Analysis of Chemical Nonequilibrium and Elemental Demixing in Plasmatron Facility

Energy transfer models in nitrogen plasmas: Analysis of N{sub 2}(X{sup 1}Σ{sup +}{sub g})–N({sup 4}S{sub u})–e{sup −} interaction

Modelling of high-enthalpy, high-Mach number flows : Plasma Modelling

Advanced Models in Shock Waves

Novel TGFBR2 and Known Missense SMAD3 Mutations: Two Case Reports of Thoracic Aortic Aneurysms

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