2 citations · 2 across the 5 of their papers we have counts for
5 papers
A dynamic combustion model for supersonic turbulent combustion
Xu Zhu, Jian An, Nana Wang +2
Supersonic combustion plays a vital role in various applications, including scramjets, dual-mode ramjets, and pulse detonation engines. However, the flame characteristics can vary…
An investigation of subgrid mixing timescale modelling in LES of supersonic turbulent flames
Jian An, Jieli Wei, Jian Zhanga +2
The predictive numerical simulation of supersonic turbulent combustion, in which the turbulent intensity is high and the fuel/air mixture is near the flammability limit, remains ch…
Kinetics Parameter Optimization via Neural Ordinary Differential Equations
Xingyu Su, Weiqi Ji, Jian An +3
Chemical kinetics mechanisms are essential for understanding, analyzing, and simulating complex combustion phenomena. In this study, a Neural Ordinary Differential Equation (Neural…
A Deep Learning Framework for Hydrogen-fueled Turbulent Combustion Simulation
Jian An, Hanyi Wang, Bing Liu +3
The high cost of high-resolution computational fluid/flame dynamics (CFD) has hindered its application in combustion related design, research and optimization. In this study, we pr…
Artificial neural network based chemical mechanisms for computationally efficient modeling of kerosene combustion
Jian An, Guo Qiang He, Kai Hong Luo +2
To effectively simulate the combustion of hydrocarbon-fueled supersonic engines, such as rocket-based combined cycle (RBCC) engines, a detailed mechanism for chemistry is usually r…