Scientific Output
Academic publications
Prof. Dr. İpek GÜRSEL DİNO publications authored by · Show all
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ArticleUrban-scale resilient cooling strategy analysis for mitigating indoor overheating: a UBEM-Based approach considering climate change
Energy and Buildings doi:10.1016/j.enbuild.2026.117487
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ArticleTransfer learning and parameter-efficient fine-tuning for heating energy consumption prediction using urban building energy models (UBEM)
Advanced Engineering Informatics doi:https://doi.org/10.1016/j.aei.2025.103576
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ArticleMachine learning based prediction of long-term energy consumption and overheating under climate change impacts using urban building energy modeling
Sustainable Cities and Society doi:10.1016/j.scs.2025.106500
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ArticleA method for zone-level urban building energy modeling in data-scarce built environments
Energy and Buildings doi:https://doi.org/10.1016/j.enbuild.2025.115620
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ArticlePerspectives of Machine Learning and Natural Language Processing on Characterizing Positive Energy Districts
Buildings doi:10.3390/buildings14020371
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ArticleCoupling PCM wallboard utilization with night Ventilation: Energy efficiency and overheating risk in office buildings under climate change impact
ENERGY AND BUILDINGS doi:10.1016/j.enbuild.2023.113482