The Ph.D.of the first author is funded by ANRT(Agence Nationale de la Recherche et de la Technology)and ArcelorMittal under the CIFRE no.2019/0056.
A strategy based on machine learning is discussed to close the gap between the detailed description of combustion chemistry and the numerical simulation of combustion systems.Indeed,the partial differential equations ...