Ramazan Yıldırım

Karabük University — Turkey

Materials Science · Physical Sciences

32h-index4.4kcitations118works7.62yr avg
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Research Topics

Catalytic Processes in Materials Science(35), Catalysis and Oxidation Reactions(28), Catalysts for Methane Reforming(17), Machine Learning in Materials Science(14), Advanced Photocatalysis Techniques(13)

Publications118 total

Etilen içeriğinin EPDM’nin mekanik ve reolojik özelliklerine etkisinin incelenmesi
Kocaeli Üniversitesi - AVESİS·2025
Analysis of photocatalytic water splitting and CO2 reduction activity of halide perovskites: A machine learning approach
Applied Catalysis B: Environmental·2025· 2 cited
Data as a Key Resource in Catalysis: A Community Account
ChemCatChem·2025· 3 cited
Key aspects of sustainable and high-performance K-ion batteries: A machine learning approach
Journal of Power Sources·2025· 1 cited
Hacking of autonomous vehicles
2025
Polylactic acid-based bio-composites as a substitute in the automotive industry: improving mechanical properties
Iranian Polymer Journal·2025
ML@ChemE: Past, Present, and Future of Machine Learning in Chemical Engineering
ChemBioEng Reviews·2025· 2 citedOpen Access
Performance Assessment of Catalyst Materials for CO<sub>2</sub> Hydrogenation to Methanol Using Explainable Machine Learning
Energy & Fuels·2025· 2 citedOpen Access
Using machine learning to guide the synthesis of supported palladium catalysts with desired palladium dispersion
Journal of Catalysis·2025· 3 cited
Explainable machine learning analysis of tri-reforming of biogas for sustainable syngas production
International Journal of Hydrogen Energy·2025· 2 cited
Machine learning analysis of photocatalytic glycerol reforming for hydrogen production
International Journal of Hydrogen Energy·2025· 5 cited
Machine learning analysis of photocatalytic CO2 reduction on perovskite materials
Materials Research Bulletin·2025· 7 cited
Çanakkale Müze ve Ören Yerlerinde Bulunan Kültür Varlıkları Üzerine Kozmolojik Temelli Anlam İncelemesi
Çanakkale Onsekiz Mart University AVESIS·2025
Key Aspects of Sustainable and High-Performance K-Ion Batteries: A Machine Learning Approach
SSRN Electronic Journal·2025Open Access
Machine learning for a sustainable energy future
Chemical Communications·2024· 8 citedOpen Access
Extractive Distillation of Isobutyl Alcohol and Isobutyl Acetate Using Dimethyl Sulfoxide: Process Design and Intensification
Chemical Engineering & Technology·2024· 2 citedOpen Access
Predictive Modeling and SHAP (SHapley Additive ExPlanations) Analysis for Enhancing Natural Dye‐Sensitized Solar Cell Performance
Solar RRL·2024· 12 citedOpen Access
EPDM Matrisinde Karbon Karası Dağılım Seviyesine Çift Vidalı Ekstrüderin Kovan ve vidası Arasındaki Mesafenin Etkisinin İncelenmesi
Kocaeli Üniversitesi - AVESİS·2024
Machine Learning–Based Analysis of Sustainable Biochar Production Processes
BioEnergy Research·2024· 4 cited
Text Mining Analysis of Beyond Lithium-Ion Batteries
ECS Meeting Abstracts·2024
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Frequent Co-authors

M. Erdem Günay(20), Burcu Oral(8), Çağla Odabaşı(7), Elif Can(5), Beyza Yılmaz(4), Ahmet Coşgun(4), Aybüke Leba(4), Damla Eroğlu(4), Tuğba Davran-Candan(4), Aysegul Kilic(3), Alper Uzun(3), Seda Keskın(2), Dilara Saadetnejad(2), Emrah Nıkerel(2), Ebru Toksoy Öner(2), Betül Kırdar(2), N. Alper Tapan(2), Ayşe Nilgün Akın(2), Mark Khenkin(1), Eugene A. Katz(1)