Ali Etem Gürel

Prediction of daily global solar radiation using different machine learning algorithms: Evaluation and comparison

Ümit Ağbulut, Ali Etem Gürel, Yunus Biçen · Renewable and Sustainable Energy Reviews · 2020 · 409 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +13

Forecasting of future greenhouse gas emission trajectory for India using energy and economic indexes with various metaheuristic algorithms

Hüseyin Bakır, Ümit Ağbulut, Ali Etem Gürel et al. · Journal of Cleaner Production · 2022 · 163 citations · Full text

Natural Sciences, Environmental Management, Environmental Sciences +14

Assessment of machine learning, time series, response surface methodology and empirical models in prediction of global solar radiation

Ali Etem Gürel, Ümit Ağbulut, Yunus Biçen · Journal of Cleaner Production · 2020 · 152 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17

Experimental investigation and prediction of performance and emission responses of a CI engine fuelled with different metal-oxide based nanoparticles–diesel blends using different machine learning algorithms

Ümit Ağbulut, Ali Etem Gürel, Suat Sarıdemir · Energy · 2020 · 131 citations · Full text

Engineering, Automotive Engineering, Mechanical Engineering +17

Experimental analysis of CPV/T solar dryer with nano-enhanced PCM and prediction of drying parameters using ANN and SVM algorithms

Mehmet Onur Karaağaç, Alper Ergün, Ümit Ağbulut et al. · Solar Energy · 2021 · 123 citations · Full text

Engineering, Materials Engineering, Materials Science +14