Combining flamelet-generated manifold and machine learning models in simulation of a non-premixed diffusion flame

Flamelet Generated Manifold (FGM) is an example of a chemistry tabulation or a flamelet method that is under attention because of its accuracy and speed in predicting combustion characteristics. However, the main problem in applying the model is a large amount of memory required. One way to solve th...

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Bibliographic Details

Published in:	Energy and AI
Main Authors:	Kaimeng Li, Pourya Rahnama, Ricardo Novella, Bart Somers
Format:	Article
Language:	English
Published:	Elsevier 2023-10-01
Subjects:	Flamelet models Tabulated chemistry models Computational fluid dynamics Machine learning Non-premixed diffusion flame
Online Access:	http://www.sciencedirect.com/science/article/pii/S2666546823000381