AI Super-Resolution Subfilter Modeling for Multi-Physics Flows

• Applying physics-informed enhanced super-resolution generative adversarial networks to turbulent premixed combustion and engine-like flame kernel direct numerical simulation data

  2023 Proceedings of the Combustion Institute article Physics and Astronomy Model Reduction and Neural Networks Open access

  31

  citations
• Influence of adversarial training on super-resolution turbulence reconstruction

  2023 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

  0

  citations

2 results

• 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 study of the global heat release rate during early flame kernel development under engine conditions

  2020 Combustion and Flame article Chemical Engineering Advanced Combustion Engine Technologies Open access

  33

  citations
• The role of differential diffusion during early flame kernel development under engine conditions - part I: Analysis of the heat-release-rate response

  2020 Combustion and Flame article Chemical Engineering Advanced Combustion Engine Technologies Open access

  21

  citations
• The role of differential diffusion during early flame kernel development under engine conditions – part II: Effect of flame structure and geometry

  2020 Combustion and Flame article Chemical Engineering Advanced Combustion Engine Technologies Open access

  16

  citations
• A new modeling approach for mixture fraction statistics based on dissipation elements

  2020 Proceedings of the Combustion Institute article Engineering Combustion and flame dynamics Open access

  15

  citations
• The role of differential diffusion during early flame kernel development under engine conditions – part II: Effect of flame structure and geometry

  2020 RWTH Publications (RWTH Aachen) article Chemical Engineering Advanced Combustion Engine Technologies

  13

  citations
• A three-dimensional cell-based volume-of-fluid method for conservative simulations of primary atomization

  2022 Journal of Computational Physics article Engineering Fluid Dynamics and Heat Transfer Open access

  9

  citations
• Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Large-Eddy Simulations of ECN Spray C

  2022 SAE International Journal of Advances and Current Practices in Mobility article Chemical Engineering Advanced Combustion Engine Technologies Open access

  8

  citations
• Hybrid scheme for complex flows on staggered grids and application to multiphase flows

  2020 Journal of Computational Physics article Engineering Computational Fluid Dynamics and Aerodynamics

  4

  citations

9 results