Ümit Ağbulut

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 · 396 citations · Full text

Engineering, Data Science, Atmospheric Science +8

Impact of various metal-oxide based nanoparticles and biodiesel blends on the combustion, performance, emission, vibration and noise characteristics of a CI engine

Ümit Ağbulut, Mustafa Karagöz, Suat Sarıdemir et al. · Fuel · 2020 · 311 citations · Full text

Materials Science, Noise Characteristics, Chemical Engineering +6

Electricity production based forecasting of greenhouse gas emissions in Turkey with deep learning, support vector machine and artificial neural network algorithms

Melahat Sevgül Bakay, Ümit Ağbulut · Journal of Cleaner Production · 2020 · 251 citations · Full text

Forecasting Methodology, Support Vector Machine, Engineering +8

Forecasting of transportation-related energy demand and CO2 emissions in Turkey with different machine learning algorithms

Ümit Ağbulut · Sustainable Production and Consumption · 2021 · 251 citations · Full text

Forecasting Methodology, Engineering, Data Science +8

Recent advances in hydrogen production from biomass waste with a focus on pyrolysis and gasification

Van Giao Nguyen, Thi Thanh Xuan Nguyen, Phuoc Quy Phong Nguyen et al. · International Journal of Hydrogen Energy · 2023 · 188 citations

Recent Advances, Chemical Engineering, Biomass Conversion +13