Acceleration of complex high-performance computing ensemble simulations with super-resolution-based subfilter models

Computers & Fluids

DOI: 10.1016/j.compfluid.2023.106150 Full text (OA) OpenAlex

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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
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
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
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
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
Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Turbulent Non-Premixed Combustion on Non-Uniform Meshes and Demonstration of an Accelerated Simulation Workflow
2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

2

citations
Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Finite-Rate-Chemistry Flows and Predicting Lean Premixed Gas Turbine Combustors
2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

2

citations

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