Approach to combustion calculation using neural network

2021/10/25 by V.F. Nikitin, В. Ф. Никитин, I.M. Karandashev +4 · 25 citations
Engineering · #Advanced Control Systems Optimization #Aerospace engineering #Algorithm #Artificial intelligence #Artificial neural network #Combustion #Computer science #Control engineering #Engineering #Heat transfer and supercritical fluids #Parallel computing #Process (computing) #Residual #Rocket (weapon) #Rocket and propulsion systems research #Simulation #Supercomputer

paper · doi:10.1016/j.actaastro.2021.10.034

published in Acta Astronautica 194, 376-382 (Elsevier BV)

openalex publication_date 2021/10/25 · openalex created_date 2025/10/10 · openalex updated_date 2026/08/05

Citations

• Neural network approach to solve gas dynamics problems with chemical transformations

Cited by

• Prediction model of temperature field in dual-mode combustors based on wall pressure
• A deep learning framework for supersonic turbulent combustion
• Machine learning-based prediction of species mass fraction and flame characteristics in partially premixed turbulent jet flame