Uncovering flame physics with machine learning: application to the reaction rate in hydrogen flames

Antonio Attili, Ludovico Nista, Tommaso Baffetti +6

Convolutional Neural Networks (CNNs) are used as analytical tools to investigate the relationship between the progress variable field and the local chemical source term in lean pre…