April 15, 2026 article Progress of machine learning in computational fluid dynamics combustion simulation Journal of the Energy Institute DOI: 10.1016/j.joei.2026.102544 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 5 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access 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 Exploring the fuel structure dependence of laminar burning velocity: A machine learning based group contribution approach 2021 Combustion and Flame article Chemical Engineering Advanced Combustion Engine Technologies 62 citations Investigation of the generalization capability of a generative adversarial network for large eddy simulation of turbulent premixed reacting flows 2022 Proceedings of the Combustion Institute article Engineering Combustion and flame dynamics Open access 40 citations A machine learning method to predict rate constants for various reactions in combustion kinetic models 2024 Combustion and Flame article Chemical Engineering Advanced Combustion Engine Technologies 31 citations Extrapolation Performance of Convolutional Neural Network-Based Combustion Models for Large-Eddy Simulation: Influence of Reynolds Number, Filter Kernel and Filter Size 2025 Flow Turbulence and Combustion article Engineering Combustion and flame dynamics Open access 7 citations 5 results