A multi-scale sampling method for accurate and robust deep neural network to predict combustion chemical kinetics

Tianhan Zhang, Yuxiao Yi, Yifan Xu +4

Machine learning has long been considered as a black box for predicting combustion chemical kinetics due to the extremely large number of parameters and the lack of evaluation stan…