Improving aircraft performance using machine learning: A review

• DESIGN and be SMART: Eleven engineering challenges to achieve sustainable air transportation under safety assurance in the year 2050

  2024 Journal of the Air Transport Research Society article Environmental Science Advanced Aircraft Design and Technologies Open access

  38

  citations

1 result

• Using physics-informed enhanced super-resolution generative adversarial networks for subfilter modeling in turbulent reactive flows

  2021 Proceedings of the Combustion Institute article Physics and Astronomy Model Reduction and Neural Networks Open access

  150

  citations
• DNS-driven analysis of the Flamelet/Progress Variable model assumptions on soot inception, growth, and oxidation in turbulent flames

  2020 Combustion and Flame article Chemical Engineering Advanced Combustion Engine Technologies

  26

  citations
• Neural networks assisted computational aero-acoustic analysis of an isolated tire

  2020 Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering article Engineering Vehicle Noise and Vibration Control

  14

  citations
• Prediction of Acoustic Fields Using a Lattice-Boltzmann Method and Deep Learning

  2020 Lecture notes in computer science conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access

  7

  citations
• Unsupervised Data Analysis of Direct Numerical Simulation of a Turbulent Flame via Local Principal Component Analysis and Procustes Analysis

  2020 Advances in intelligent systems and computing conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access

  2

  citations

5 results