January 01, 2026 article Open access The “augmented combustion scientist”: Shifting from data-driven science to agentic AI Proceedings of the Combustion Institute DOI: 10.1016/j.proci.2026.106304 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 7 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 A benchmark of expert-level academic questions to assess AI capabilities 2026 Nature article Computer Science Topic Modeling Open access 45 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 Data-driven subfilter modelling of thermo-diffusively unstable hydrogen–air premixed flames 2021 Combustion Theory and Modelling article Engineering Combustion and flame dynamics Open access 29 citations Predictive Data-Driven Model Based on Generative Adversarial Network for Premixed Turbulence-Combustion Regimes 2022 Combustion Science and Technology article Engineering Combustion and flame dynamics Open access 15 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 Generalizable deep learning for sub-filter PDF of thermo-diffusively unstable lean hydrogen flames at varying Ka numbers 2026 Combustion and Flame article Engineering Combustion and flame dynamics 1 citations 7 results