METU Urban Energy Transition and Sustainability Lab

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Recent Publications

Transfer Learning-Based Prediction of Heating Energy Consumption Using Urban Building Energy Models (UBEM)

Canli I., UÇAR Ş., Gursoy F. E., Halacli E. G., Iseri O. K., YAVUZ F., et al.
31st International Workshop on Intelligent Computing in Engineering, EG-ICE 2024, Vigo, Spain, 3 - 05 July 2024, pp.580-589

Resilient cooling of the Mediterranean office spaces under climate change

Abbas G. M., Akgül Ç., Gürsel Dino I.
ARCHITECTURAL ENGINEERING AND DESIGN MANAGEMENT, 2024 (SCI-Expanded)

A Novel Graph Neural Network for Zone-Level Urban-Scale Building Energy Use Estimation

Halaçll E. G., Canll I., Işeri O. K., YAVUZ F., Akgül Ç., KALKAN S., et al.
10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), İstanbul, Turkey, 15 - 16 November 2023, pp.169-176

Useful Daylight Illuminance Prediction Under Data Imbalance in an Urban Context

Canli I., KALKAN S., GÜRSEL DİNO İ.
41st Conference on Education and Research in Computer Aided Architectural Design in Europe, eCAADe 2023, Graz, Austria, 20 - 22 September 2023, vol.2, pp.599-608

An integrated pipeline for building performance analysis: Daylighting, energy, natural ventilation, and airborne contaminant dispersion

Abbas G. M., Gursel Dino I., Perçin M.
JOURNAL OF BUILDING ENGINEERING, vol.75, pp.1-30, 2023 (SCI-Expanded)

Impact of Urban Street Network on BIPV Generation Capacity of Buildings

Duran A., Akgül Ç., Gürsel Dino I.
IOP Conference Series: Earth and Environmental Science, Volume 1085, SBE22Delft - Innovations for the Urban Energy Transition: Preparing for the European Renovation Wave , Zuid-Holland, Netherlands, 11 - 13 October 2022, pp.1-8

COVID-19 dispersion in naturally-ventilated classrooms: a study on inlet-outlet characteristics

Abbas G. M., Gürsel Dino I.
Journal of Building Performance Simulation, vol.15, no.5, pp.656-677, 2022 (SCI-Expanded)

Vision-based estimation of the number of occupants using video cameras

Dino İ., Kalfaoglu E., Iseri O. K., Erdogan B., Kalkan S., Alatan A. A.
Advanced Engineering Informatics, vol.53, 2022 (SCI-Expanded)

Building Archetype Characterization Using K-Means Clustering in Urban Building Energy Models

İşeri O. K., Gürsel Dino İ.
19th International Conference on Computer-Aided Architectural Design Futures, CAAD Futures 2021, Virtual, Online, 16 - 18 July 2021, vol.1465 CCIS, pp.222-236

Data-driven Analysis of the Impact of Occupants' Preference on Building Performance in Classroom Spaces

Duran A., Gürsel Dino I.
Joint CIB WO99 & W123 Annual International Conference 2021, Glasgow, Scotland, 9 - 10 September 2021, pp.245-255