most citedImpact of Ethanol and Methanol on NOx Emissions in Ammonia-Methane Combustion: ReaxFF Simulations and ML-Based Extrapolation

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physics.flu-dyn2025

Machine learning-based prediction of species mass fraction and flame characteristics in partially premixed turbulent jet flame

Amirali Shateri, Zhiyin Yang, Jianfei Xie

This study explores the integration of machine learning (ML) techniques with large eddy simulation (LES) for predicting species mass fraction and flame characteristics in partially…