İpek Gürsel Dino

E-mail

ipekg@metu.edu.tr

Department

Department of Architecture

ORCID

0000-0003-2216-9192

Scopus Author ID

55316964000

Web of Science Researcher ID

AAA-6763-2019

Transfer learning and parameter-efficient fine-tuning for heating energy consumption prediction using urban building energy models (UBEM) Canli Akyol, Ilkim; Karadag, Yusuf Meric; Uçar, Şeniz; Talaz, Ismail; Gursoy, Fatma Ece; Gürsel Dino, İpek; KALKAN, SİNAN (2025-11-01) To estimate the energy demand of buildings on a neighborhood scale, physics-based Urban Building Energy Modeling (UBEM) has emerged as a reliable method. UBEM simulations can also be used to develop training datasets for m...
A method for zone-level urban building energy modeling in data-scarce built environments Koral Iseri, Orcun; Duran, Ayca; Canlı, Ilkim; Akgül, Çağla; Kalkan, Sinan; Gürsel Dino, İpek (2025-06-15) Urban Building Energy Modeling (UBEM) is critical for improving the resilience of cities to climate change, but most regions lack of data sets necessary for its development. A bottom-up approach is a viable method to initi...
Urban-Scale Prediction of Heat Pump Energy Demand with Low Temporal Resolution Data Gürsoy, Fatma Ece; Canlı, İlkim; Demir, Ataberk Yasin; Kalkan, Sinan; Taylan, Onur; Gürsel Dino, İpek (2025-06-06)
An Approach for Neighborhood Form Generation for Post-Disaster and Post-Conflict Temporary Housing Settlements AKDEDE MATUR, NİL; Ay, Bekir Özer; Gürsel Dino, İpek (Springer Nature Singapore, 2025-01-01)
6 Şubat 2023 Depremleri Sonrası Acil ve Geçici Barınma Yerleşimlerinin Kurulum ve Koordinasyonunun Aktörler Üzerinden İncelemesi AKDEDE, NİL; ÖZAYDIN, ÖZAY; Ay, Bekir Özer; Gürsel Dino, İpek (2024-12-18)
A Novel Framework towards Transitioning into Positive Energy Districts on Neighborhood Scale Yılmaz, Ataberk; Delice, Eser; Gürsoy, Fatma Ece; Demir, Yasin Ataberk; İlkbahar, Cihat; Cabadağ, Sena Nur; Taylan, Onur; Gürsel Dino, İpek (2024-07-03)
Spatial variation of physical, mechanical, and thermophysical properties of 3D printed concrete across a full-scale wall Bayrak, Alper Tunga; Shaban, Nefize; Seyedıan Choubı, Sepehr; Tuncer, Erman; Yang, Shih-Hsien; Yılmaz, Halit Dilşad; Alkilani, Abdallah Zaid; Dal, Hüsnü; Unluer, Cise; Gürsel Dino, İpek; Örtemiz, Emre; Sarıtaş, Afşin; Akgül, Çağla (2024-06-14) 3D-printed concrete (3DPC) is a layered anisotropic material whose properties are significantly impacted by the production parameters. To design and analyze large-scale printed structures, it is vital to understand the spa...
Energy Production, Efficiency and Flexibility for Positive Energy Districts: A Review Nair, Gireesh; Mattsson, Moa; Delice, Eser; Gürsel Dino, İpek (2024-04-10)
Shading Effect of Transparent Photovoltaic Panels on Crops Underneath Agrivoltaic Systems Seyedpour Esmaeilzad, Seyedehnasim; Gürsel Dino, İpek; Güney, Dilara; Yıldırım, Yusuf Ersoy; Turan, Raşit; Özden, Talat (2024-02-01) Agrivoltaic systems combine soil-grown crops with photovoltaic (PV) panels erected several meters above the ground. Combining solar panels and food crops on the same land can maximize land utilization. Under the PV panels,...
Resilient cooling of the Mediterranean office spaces under climate change Abbas, Günsu Merin; Akgül, Çağla; Gürsel Dino, İpek (2024-01-01) Resilient cooling strategies can minimize overheating risks by reducing energy demands and providing healthy indoor environments. Envelope-based resilient cooling strategies are particularly crucial for limiting external h...

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