Hessam Mirgolbabaei

Works (6)

Updated: July 5th, 2023 15:44

2015 journal article

Principal component transport in turbulent combustion: A posteriori analysis

COMBUSTION AND FLAME, 162(5), 1919–1933.

By: T. Echekki n  & H. Mirgolbabaei n

Contributors: T. Echekki n  & H. Mirgolbabaei n

author keywords: Turbulent flames; The one-dimensional turbulence model; Principal component analysis; Low-dimensional manifolds
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 6, 2018

2014 journal article

A nonlinear principal component analysis approach for turbulent combustion composition space

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 39(9), 4622–4633.

By: H. Mirgolbabaei n, T. Echekki n  & N. Smaoui *

Contributors: H. Mirgolbabaei n, T. Echekki n  & N. Smaoui *

author keywords: Turbulent combustion; Nonlinear principal component analysis; Autoignition
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 6, 2018

2014 journal article

The reconstruction of thermo-chemical scalars in combustion from a reduced set of their principal components

COMBUSTION AND FLAME, 162(5), 1650–1652.

By: H. Mirgolbabaei n & T. Echekki n 

Contributors: H. Mirgolbabaei n & T. Echekki n 

author keywords: Principal component analysis; Turbulent combustion
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 6, 2018

2013 journal article

A novel principal component analysis-based acceleration scheme for LES-ODT: An a priori study

COMBUSTION AND FLAME, 160(5), 898–908.

By: H. Mirgolbabaei n & T. Echekki n 

Contributors: H. Mirgolbabaei n & T. Echekki n 

author keywords: Turbulent flames; The one-dimensional turbulence model; Principal component analysis
TL;DR: A parameterization of the composition space based on principal component analysis (PCA) is proposed to represent the transport equations with the one-dimensional turbulence (ODT) solutions of a hybrid large-eddy simulation (LES) and ODT scheme and shows that the different regimes are reproduced using only three principal components for the thermo-chemical scalars. (via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 6, 2018

2013 journal article

Nonlinear reduction of combustion composition space with kernel principal component analysis

COMBUSTION AND FLAME, 161(1), 118–126.

By: H. Mirgolbabaei n & T. Echekki n 

Contributors: H. Mirgolbabaei n & T. Echekki n 

author keywords: Kernel principal component analysis; Principal component analysis; Turbulent nonpremixed flames
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 6, 2018

2011 journal article

Numerical assessment of hydrodynamic characteristics in chlorine contact tank

International Journal for Numerical Methods in Fluids, 67(7), 885–898.

By: R. Amini, R. Taghipour & H. Mirgolbabaei

Source: NC State University Libraries
Added: August 6, 2018

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