Publications

Articles

Integrating local photovoltaic and meteorological data for enhanced forecasting precision using machine learning

Dikmen O., Ulutaş H., Elibol E., Şahin M. E.
Sadhana - Academy Proceedings in Engineering Sciences, vol.51, no.3, 2026 (SCI-Expanded, Scopus) Sustainable Development

Comparative Evaluation of Machine Learning and Transformer-Based Deep Learning for Solar Energy Forecasting on a Real-World Dataset

Arslan Z., Şahin M. E., Ulutaş H.
Arabian Journal for Science and Engineering, vol.51, no.5, pp.6833-6863, 2026 (SCI-Expanded, Scopus) Sustainable Development

An Innovative Hybrid Deep Learning Approach for Enhanced Electrical Power Prediction Using Meteorological Data: GGWO-IEMD/SCPDAE-LSTM-SDPAM/RS Model

Özbay Karakuş M., Şahin M. E., Ulutaş H.
Arabian Journal for Science and Engineering, vol.50, no.15, pp.11539-11562, 2025 (SCI-Expanded, Scopus) Sustainable Development