Beyza Yılmaz

Boğaziçi University — Turkey

Engineering · Physical Sciences

5h-index259citations8works20.72yr avg
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Research Topics

Perovskite Materials and Applications(4), Quantum Dots Synthesis And Properties(2), Machine Learning in Materials Science(2), Topic Modeling(1), Advanced Photocatalysis Techniques(1)

Publications8 total

Analysis of photocatalytic water splitting and CO2 reduction activity of halide perovskites: A machine learning approach
Applied Catalysis B: Environmental·2025· 2 cited
Performance Assessment of Catalyst Materials for CO<sub>2</sub> Hydrogenation to Methanol Using Explainable Machine Learning
Energy & Fuels·2025· 2 citedOpen Access
Halide Perovskites for Photoelectrochemical Water Splitting and CO<sub>2</sub> Reduction: Challenges and Opportunities
ACS Catalysis·2024· 58 citedOpen Access
Machine learning analysis of catalytic CO2 methanation
International Journal of Hydrogen Energy·2023· 37 cited
Efficiency and Stability Analysis of 2D/3D Perovskite Solar Cells Using Machine Learning
Energy Technology·2022· 7 cited
Efficiency and Stability Analysis of 2D/3D Perovskite Solar Cells Using Machine Learning
Energy Technology·2022· 28 citedOpen Access
Critical review of machine learning applications in perovskite solar research
Nano Energy·2020· 124 cited
An overview of the stability problems of the tunnels which are parallel to the valley and close to the slope surface – A case study: Cetin HEPP
2016· 1 cited

Frequent Co-authors

Ramazan Yıldırım(7), Burcu Oral(2), Çağla Odabaşı(2), Krzysztof Bieńkowski(1), Renata Solarska(1), Linh Trinh(1), Justyna Widera-Kalinowska(1), Basheer Al‐Anesi(1), Maning Liu(1), G. Krishnamurthy Grandhi(1), Paola Vivo(1), Hasan Ceylan(1), Gizem Yaz(1), H Citiroglu(1)