Dr Cihat Emre Ustun
All Publications
2025
- Machine Learning Applications for Predicting Fuel Ignition and Flame Properties: Current Status and Future Perspectives
Üstün CE, De Freitas RDSM, Okafor EC, Shahbakhti M, Jiang X, Paykani A
Energy &Amp; Fuels, American Chemical Society (Acs)
07-07-2025 - Multi-objective aerodynamic design optimization of a new engine intake electromagnetic wave blocker
Üstün CE, Ünal İ, Özbey N, Kılıç NB, Erdoğan N, Altay Ö, Tutar M
Physics of Fluids, Aip Publishing vol. 37 (7)
01-07-2025
2024
- Perspectives on NOX Emissions and Impacts from Ammonia Combustion Processes
Mashruk S, Shi H, Mazzotta L, Ustun CE, Aravind B, Meloni R, Alnasif A, Boulet E et al.
Energy &Amp; Fuels, American Chemical Society (Acs) vol. 38 (20), 19253-19292.
02-10-2024 - Probabilistic machine learning framework for chemical source term integration with Gaussian Processes: H
Üstün CE, Paykani A
International Journal of Hydrogen Energy, Elsevier Bv vol. 81, 47-55.
01-09-2024 - A thermodynamic computational model analysis of a newly designed Tri-Rotor (T-R) volume air compressor
Tutar M, Üstün CE, Mutlu H
Thermal Science and Engineering Progress, Elsevier Bv vol. 53, 102708-102708.
01-08-2024 - Data-driven prediction of laminar burning velocity for ternary ammonia/hydrogen/methane/air premixed flames
Üstün CE, Eckart S, Valera-Medina A, Paykani A
Fuel, Elsevier Bv vol. 368, 131581-131581.
01-07-2024
2023
- Applying machine learning techniques to predict laminar burning velocity for ammonia/hydrogen/air mixtures
Üstün CE, Herfatmanesh MR, Valera-Medina A, Paykani A
Energy and Ai, Elsevier Bv vol. 13, 100270-100270.
01-07-2023
2021
- Optimized CFD modelling and validation of radiation section of an industrial top-fired steam methane reforming furnace
Tutar M, Üstün CE, Campillo-Robles JM, Fuente R, Cibrián S, Arzua I, Fernández A, López GA
Computers &Amp; Chemical Engineering, Elsevier Bv vol. 155, 107504-107504.
01-12-2021