DNN-Model-for-Chemical-Kinetics

This is the repo for the DNN model used in the hydrogen/air chemical kinetic predictions. The details can be found in our peer-reviewed paper [1]. The Python and Fortran version test codes of auto-ignition are attached.

Please let me know if you are interested in the collaboration or have any question regarding the model.

Reference

[1]. A multi-scale sampling for accurate and robust deep neural network to predict combustion chemical kinetics, Tianhan Zhang*, Yuxiao Yi, Zhiqin J Xu*, et al., Combustion and Flame, 245, https://doi.org/10.1016/j.combustflame.2022.112319