Tianhan Zhang

Deep mechanism reduction (DeePMR) method for fuel chemical kinetics

Yaoyu Zhang, Z. Xu, Weinan E, 2024, Combustion and Flame.

Solving multiscale dynamical systems by deep learning

Yaoyu Zhang, Z. Xu, Yuxiao Yi, 2024, ArXiv.

Numerical studies on the ignition and propagation for spherically expanding premixed cool flames under gravitational conditions

Yiqing Wang, Shumeng Xie, Tianhan Zhang, 2024, Combustion and Flame.

Artificial neural network aided unstable combustion state prediction and dominant chemical kinetic analysis

Shengyao Liang, Tianhan Zhang, Yueqiang Wang, 2024, Chemical Engineering and Science.