26 citations · 72 across the 13 of their papers we have counts for
4 papers · 1 filter
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…
Effect of fuel stratification length scale on thermodiffusively unstable lean hydrogen flames
Filippo Fruzza, Sofiane Al Kassar, Rachele Lamioni +2
Lean premixed hydrogen flames are highly susceptible to thermodiffusive instabilities, which generate complex cellular structures and enhance propagation speed. In practical combus…
Effect of a magnetostatic field on laminar premixed hydrogen-air flames
Tristan Lapaire, Sofiane Al Kassar, Antonio Attili +1
Magnetic fields have shown potential to affect flame characteristics; however, the mechanisms of interaction are not fully understood. This paper investigates the effect of magneti…
Turbulent hydrogen premixed flames at high pressure and high temperature
Sofiane Al Kassar, Sara Cantagalli, William Lauder +2
The combined influence of elevated pressure and temperature, representative of gas-turbine operating conditions, on lean premixed hydrogen flames is investigated using Direct Numer…