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

ms-mamba: Multi-scale mamba for time-series forecasting Karadag, Yusuf Meric; Talaz, Ismail; Gürsel Dino, İpek; KALKAN, SİNAN (2026-06-01) The problem of time-series forecasting is generally addressed by recurrent, Transformer-based and the recently proposed Mamba-based architectures. However, existing architectures generally process their input at a single t...
Occupancy modeling using population statistics and machine learning for urban residential built environment Iseri, Orcun Koral; Gürsel Dino, İpek; Kalkan, Sinan (2026-04-01) Occupancy modeling aims to represent the diversity of occupant behavior in buildings, thus, accurate modeling of occupancy is essential for understanding household dynamics and energy-related interactions in residential bu...
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)

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