Study on the application of artificial neural network-based flamelet/progress variable model in supersonic combustion
Chengyue Lian,
Tao Tang,
Hongbo Wang
et al.
Abstract:The flamelet model has the characteristics of high efficiency and physical intuition and has excellent application prospects in supersonic turbulent combustion simulation. Expanding the dimensions of the flamelet model is a potential direction for model development in order to improve its applicability and accuracy, but the accompanying surge in memory is a problem that must be avoided. Therefore, the idea of using the artificial neural network (ANN) model to replace the flamelet database is a feasible explora… Show more
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