A Novel Graph Neural Network for Zone-Level Urban-Scale Building Energy Use Estimation. - Eren Gökberk Halaçli; Ilkim Canli; Orçun Koral Iseri; Feyza Yavuz; Çagla Meral Akgül; Sinan Kalkan; Ipek Gürsel Dino (BuildSys, 2023)

Transfer learning and parameter-efficient fine-tuning for heating energy consumption prediction using urban building energy models (UBEM). - Ilkim Canli; Yusuf Meric Karadag; Sevval Ucar; Ismail Talaz; Fatma Ece Gursoy; Ipek Gursel Dino; Sinan Kalkan (Adv. Eng. Informatics, 2025)