Orçun Koral İşeri

Middle East Technical University — Turkey

Engineering · Physical Sciences

6h-index118citations17works3.02yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

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Research Topics

Building Energy and Comfort Optimization(14), Urban Heat Island Mitigation(3), BIM and Construction Integration(3), Impact of Light on Environment and Health(3), Energy Load and Power Forecasting(2)

Publications17 total

Technological Synergies in Community Energy Systems in Cold Climates
Energies·2026Open Access
Occupancy modeling using population statistics and machine learning for urban residential built environment
Energy and Buildings·2026Open Access
Machine learning based prediction of long-term energy consumption and overheating under climate change impacts using urban building energy modeling
Sustainable Cities and Society·2025· 6 cited
A method for zone-level urban building energy modeling in data-scarce built environments
Energy and Buildings·2025· 6 cited
A Novel Graph Neural Network for Zone-Level Urban-Scale Building Energy Use Estimation
2023· 5 citedOpen Access
Vision-based estimation of the number of occupants using video cameras
Advanced Engineering Informatics·2022· 28 cited
The Impacts of Early Architectural Design Decisions on Building Performance
International Journal of Digital Innovation in the Built Environment·2022· 3 citedOpen Access
Exploratory and Multi-Objective Decision-Making Methods for Retrofit Planning Processes
International Journal of Digital Innovation in the Built Environment·2022
Compiling Open Datasets to Improve Urban Building Energy Models with Occupancy and Layout Data
Proceedings of the International Conference on Computer-Aided Architectural Design Research in Asia·2022· 4 citedOpen Access
Building Archetype Characterization Using K-Means Clustering in Urban Building Energy Models
Communications in computer and information science·2022· 7 cited
Comparision of Different Data-Driven Models on Prediction of Useful Daylight Illuminance (UDI)
2021· 1 cited
An Exploratory Multi-objective Retrofit Decision-Making Process
OpenMETU (Middle East Technical University)·2020
Climate Change Impact on Multi-Objective Optimization: A Case Study on Educational Buildings
OpenMETU (Middle East Technical University)·2020· 1 citedOpen Access
Image-based construction of building energy models using computer vision
Automation in Construction·2020· 46 citedOpen Access
Automated building energy modeling for existing buildings using computer vision
2019· 1 cited
Video Content Analysis-Based Detection of Occupant Presence for Building Energy Modelling
2019· 7 cited
Optimizing wall insulation material parameters in renovation projects using NSGA-II
2016· 3 cited

Frequent Co-authors

İpek Gürsel Dino(14), Sinan Kalkan(8), Bilge Erdogan(7), Şahin Akın(6), Çağla Meral Akgül(5), M. Esat Kalfaoglu(4), A. Aydın Alatan(4), İlkim Canlı(4), Alp Eren Sari(3), Ayça Duran(3), Feyza Yavuz(2), Onur Dursun(2), Eren Gökberk Halacli(1), Sevval Ucar(1), Dilara Güney(1), Fatma Ece Gursoy(1), Hızır Gökhan UYDURAN(1), Yarkin Ustunes(1), Sinan Kalkan(1), Caroline Hachem-Vermette(1)