2025
1) A.B. Çolak, Investigating a machine learning algorithm's applicability for simulating the apparent viscosity of waxy crude oil in a pipeline, International Journal of Oil, Gas and Coal Technology (2025)
2) A.B. Çolak, A new study on the prediction of thermal efficiency properties of Oldroyd-B nanofluid flow in solar water pumps with an artificial neural network model with Bayesian Regularization algorithm, Heat Transfer Research (2025) https://doi.org/10.1615/HeatTransRes.2024055511
3) A. B. Çolak, Thermal Energy Storage Optimization: The Role of Artificial Intelligence, Dual Phase Change Materials, and Nanoparticle Additives, Heat Transfer Research (2025) https://doi.org/10.1615/HeatTransRes.2024056670
4) A.B. Çolak, An Innovative Study on High Entropy Energy Storage Mg-Y-Ni-Cu Systems: Machine Learning-Driven Optimization of Electrical Cycling in Ni-MH Battery Alloys, Journal of Energy Storage 107 (2025) 114958. https://doi.org/10.1016/j.est.2024.114958
5) A. Shafiq, A.B. Çolak, T.N. Sindhu, T.A. Abushal, Exploring the Sensitivity of Nanofluid Flow around a Cylindrical Disk: A Study of Walter’s B Nanofluid using Response Surface Methodology and Artificial Neural Networks, Journal of Engineering Research (2025) https://doi.org/10.1016/j.jer.2024.12.010
6) A.B. Çolak, F. Çelik, O. Yıldız, S.M. Bozkır, Experimental investigation of the effects of dispersed nanoalumina additive on plastic viscosity and yield stress values of cement-based grouts with fly ash, Advances in Cement Research (2025). https://www.icevirtuallibrary.com/doi/abs/10.1680/jadcr.23.00116
7) A.B. Çolak, Optimizing Hydrogen Storage in Li-Decorated Borophene Slit Pores: A Novel Machine Learning Study on Volumetric and Gravimetric Capacities, International Journal of Hydrogen Energy (2025) https://doi.org/10.1016/j.ijhydene.2025.01.266
8) A.B. Çolak, Machine Learning-Driven Performance Predictions in Ammonia-Fueled Molten Carbonate Fuel Cells: A Comprehensive Study on Experimental Data, Diamond and Related Materials 153 (2025) 112062. https://doi.org/10.1016/j.diamond.2025.112062
9) S. Senthilraja, A.B. Çolak, R. Gangadevi, M. Baskaran, M.M. Awad, Experimental investigation and artificial neural network modeling of performance of photovoltaic – thermal solar collector based hydrogen production system with phase change material, International Journal of Hydrogen Energy (2025)
10) A.B. Çolak, Estimation of thermal parameters of magnetic flow in a suspension of ferrous nanoparticles on a cone with Brownian motion and thermophoresis using artificial neural networks, ICSAS IV. International Conference on Applied Sciences, 10 – 12 January, 2025, İzmir, Türkiye.