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 & Fuels, American Chemical Society (Acs) vol. 39 (28), 13281-13314.  
    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
  • On-the-fly uncertainty-aware deep ensembles for stiff chemical kinetics
    Üstün CE, Paykani A
    Proceedings of The Combustion Institute, Elsevier vol. 41 
    01-01-2025

2024

  • Perspectives on NO X 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 & 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 2 /air auto-ignition case
    Üstün CE, Paykani A
    International Journal of Hydrogen Energy, Elsevier vol. 81, 47-55.  
    01-09-2024
  • 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 vol. 368 
    01-07-2024
  • 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 vol. 53, 102708-102708.  
    21-06-2024

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 vol. 13 
    10-05-2023

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 and Chemical Engineering, Elsevier vol. 155, 107504-107504.  
    25-08-2021