Acceleration of the complex reacting flow simulation with a generalizable neural network based on meta-learning

T Bai, Y Huai, T Liu, S Jia, M You, N Chang - Fuel, 2024 - Elsevier
A chemical decoupled method is proposed in this paper. To accelerate the complex reacting
flow simulation, the chemistry and flow computation is decoupled by a Neural Network (NN) …

The Role of Swirl in the Flow Structure and Response of Premixed Flames

DP Kallifronas - 2024 - repository.cam.ac.uk
Gas turbines have an important role in modern engineering and the development of low
emission propulsion systems is a multi-dimensional challenge with no single solution …