April 28, 2022 article Open access Combustion machine learning: Principles, progress and prospects Progress in Energy and Combustion Science DOI: 10.1016/j.pecs.2022.101010 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 9 stored of 273 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 An adaptive-learning framework for chemistry tabulation in turbulent reacting flows 2026 Computers & Fluids article Physics and Astronomy Model Reduction and Neural Networks Open access 0 citations Design of novel high-performance fuels with artificial intelligence: Case study for spark-ignition engine applications 2025 Applications in Energy and Combustion Science article Chemical Engineering Advanced Combustion Engine Technologies Open access 5 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 Efficient and Scalable AIxeleration of Reactive CFD Solvers Coupled with Deep Learning Inference on Heterogeneous Architectures 2025 conference-paper Computer Science Parallel Computing and Optimization Techniques Open access 2 citations A Data-Driven Approach to Refine the Partially Stirred Reactor Closure for Turbulent Premixed Flames 2025 Flow Turbulence and Combustion article Engineering Combustion and flame dynamics Open access 3 citations ZipGAN: Super-Resolution-Based Generative Adversarial Network Framework for Data Compression of Direct Numerical Simulations 2025 Lecture notes in computational science and engineering conference-paper Physics and Astronomy Model Reduction and Neural Networks 0 citations Parallel implementation and performance of super-resolution generative adversarial network turbulence models for large-eddy simulation 2024 Computers & Fluids article Physics and Astronomy Model Reduction and Neural Networks Open access 11 citations The transition to sustainable combustion: Hydrogen- and carbon-based future fuels and methods for dealing with their challenges 2024 Proceedings of the Combustion Institute article Chemical Engineering Advanced Combustion Engine Technologies Open access 108 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 9 results References 4 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 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 Dissipation element analysis of non-premixed jet flames 2020 Journal of Fluid Mechanics article Engineering Combustion and flame dynamics 12 citations 4 results