METU Urban Energy Transition and Sustainability Lab
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Transfer Learning-Based Prediction of Heating Energy Consumption Using Urban Building Energy Models (UBEM)
31st International Workshop on Intelligent Computing in Engineering, EG-ICE 2024, Vigo, İspanya, 3 - 05 Temmuz 2024, ss.580-589, (Tam Metin Bildiri)
Resilient cooling of the Mediterranean office spaces under climate change
ARCHITECTURAL ENGINEERING AND DESIGN MANAGEMENT, 2024 (SCI-Expanded, Scopus)
A Novel Graph Neural Network for Zone-Level Urban-Scale Building Energy Use Estimation
10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), İstanbul, Türkiye, 15 - 16 Kasım 2023, ss.169-176, (Tam Metin Bildiri)
Useful Daylight Illuminance Prediction Under Data Imbalance in an Urban Context
41st Conference on Education and Research in Computer Aided Architectural Design in Europe, eCAADe 2023, Graz, Avusturya, 20 - 22 Eylül 2023, cilt.2, ss.599-608, (Tam Metin Bildiri)
An integrated pipeline for building performance analysis: Daylighting, energy, natural ventilation, and airborne contaminant dispersion
JOURNAL OF BUILDING ENGINEERING, cilt.75, ss.1-30, 2023 (SCI-Expanded, Scopus)
Impact of Urban Street Network on BIPV Generation Capacity of Buildings
IOP Conference Series: Earth and Environmental Science, Volume 1085, SBE22Delft - Innovations for the Urban Energy Transition: Preparing for the European Renovation Wave , Zuid-Holland, Hollanda, 11 - 13 Ekim 2022, ss.1-8, (Tam Metin Bildiri)
COVID-19 dispersion in naturally-ventilated classrooms: a study on inlet-outlet characteristics
Journal of Building Performance Simulation, cilt.15, sa.5, ss.656-677, 2022 (SCI-Expanded, Scopus)
Vision-based estimation of the number of occupants using video cameras
Advanced Engineering Informatics, cilt.53, 2022 (SCI-Expanded)
Building Archetype Characterization Using K-Means Clustering in Urban Building Energy Models
19th International Conference on Computer-Aided Architectural Design Futures, CAAD Futures 2021, Virtual, Online, 16 - 18 Temmuz 2021, cilt.1465 CCIS, ss.222-236, (Tam Metin Bildiri)
Data-driven Analysis of the Impact of Occupants' Preference on Building Performance in Classroom Spaces
Joint CIB WO99 & W123 Annual International Conference 2021, Glasgow, İskoçya, 9 - 10 Eylül 2021, ss.245-255, (Tam Metin Bildiri)