Estimation of global solar radiation using ANN over Turkey. - Muammer Ozgoren; Mehmet Bilgili; Besir Sahin (Expert Syst. Appl., 2012)

Time-series prediction of hourly atmospheric pressure using ANFIS and LSTM approaches. - Mehmet Bilgili; Akin Ilhan; Saban Ünal (Neural Comput. Appl., 2022)

Estimation of aerodynamic coefficients of a non-slender delta wing under ground effect using artificial intelligence techniques. - Sergen Tumse; Mehmet Bilgili; Besir Sahin (Neural Comput. Appl., 2022)

Application of long short-term memory (LSTM) neural network based on deep learning for electricity energy consumption forecasting. - Mehmet Bilgili; Niyazi Arslan; Aliihsan Sekertekin; Abdulkadir Yasar (Turkish J. Electr. Eng. Comput. Sci., 2022)

Comparison and evaluation of machine learning approaches for estimating heat index map in Türkiye. - Sergen Tumse; Mehmet Bilgili; Aliihsan Sekertekin; Saban Ünal; Besir Sahin (Neural Comput. Appl., 2023)

Global monthly sea surface temperature forecasting using the SARIMA, LSTM, and GRU models. - Mehmet Bilgili; Engin Pinar; Tahir Durhasan (Earth Sci. Informatics, 2025)