Kaya-Özkiper, K., Uzun, A., Soyer-Uzun, S., “Red Mud-and metakaolin-based Geopolymers for Adsorption and Photocatalytic Degradation of Methylene Blue: Towards Self-cleaning Construction Materials”, Journal of Cleaner Production 288, 125120, 2021. Dil Türkçe
Günay, M.E., Yıldırım, R., “Recent Advances in Knowledge Discovery for Heterogeneous Catalysis Using Machine Learning”, Catalysis Reviews 63 (1), 120-164, 2021. Dil Türkçe
Gül, G., Yıldırım R., İleri Ercan, N., “Cytotoxicity Analysis of Nanoparticles by Association Rule Mining”. Environmental Science: Nano, 8: 937–949, 2021. Dil Türkçe
Gül, G., İleri Ercan, N., “Fullerene Translocation through Peroxidized Lipid Membranes”, RCS Advances, 11: 7575–7586, 2021. Dil Türkçe
Coşkun, A., Günay, M. E., Yıldırım, R., “Exploring the Critical Factors of Algal Biomass and Lipid Production for Renewable Fuel Production by Machine Learning”, Renewable Energy 163, 1299-1317, 2021. Dil Türkçe
Can, E., Uralcan, B., Yıldırım, R., “Enhancing Charge Transfer in Photocatalytic Hydrogen Production over Dye-Sensitized Pt/TiO2 by Ionic Liquid Coating”, ACS Applied Energy Materials 4 (10): 10931-10939, 2021. Dil Türkçe
Can, E., Jalal, A., Zırhlıoğlu, İ.G., Uzun, A., Yıldırım, R., “Predicting Water Solubility in Ionic Liquids Using Machine Learning Towards Design of Hydro-philic/phobic Ionic Liquids”, Journal of Molecular Liquids 332, 115848, 2021. Dil Türkçe
Bilal, H.M., Eroğlu, D., “Assessment of Li-S Battery Performance as a Function of Electrolyte-to-Sulfur Ratio”, J. Electrochem. Soc., 168, 030502, 2021. Dil Türkçe
Altıntaş, C., Altundal, O. F., Keskin, S., Yıldırım, R., “Machine Learning Meets with Metal Organic Frameworks for Gas Storage and Separation”, Journal of Chemical Information and Modeling 61 (5), 2131-2146, 2021 Dil Türkçe
Alakent, B., “Soft-sensor Design Via Task Transferred Just-in-time-learning Coupled Transductive Moving Window Learner”, Journal of Process Control, 101, 52-67, 2021. Dil Türkçe