Longitudinal Analysis of Occupancy-Driven Energy Demand in Canadian Residentials

Journal of Building Performance Simulation

Iseri, O. K., Hachem-Vermette, C.

Development of Neighborhood Archetypes and Their Translation into Parametric Neighborhood Units for Scalable Urban Energy Simulation

Energy and Buildings

Hachem-Vermette, C., Iseri, O. K.

Technological synergies in community energy systems in cold climates

Energies

Hachem-Vermette, C., Iseri, O. K., Subedi, A., Hassan, A. N. M., McNevin, C., & Razavi, F.

DOI ↗

Occupancy modeling using population statistics and machine learning for urban residential built environment

Energy and Buildings

Iseri, O. K., Gürsel Dino, I., & Kalkan, S.

DOI ↗

A method for zone-level urban building energy modeling in data-scarce built environments

Energy and Buildings

Iseri, O. K., A. Duran, I. Canlı, C. Meral Akgul, S. Kalkan, I. Gursel Dino

DOI ↗

Exploratory and Multi-objective Decision-Making Methods for Retrofit Planning Processes

International Journal of Digital Innovation in the Built Environment

Akin, S., Iseri, O. K., Dino, I. G., & Erdogan, B.

DOI ↗

Vision-based Estimation of the Number of Occupants using Video Cameras

Advanced Engineering Informatics

Dino, I. G., Kalfaoglu, E., Iseri, O. K., Kalkan, S., & Alatan, A. A.

DOI ↗

The Impacts of Early Architectural Design Decisions on Building Performance

International Journal of Digital Innovation in the Built Environment (IJDIBE)

Iseri, O. K., & Dursun, O.

DOI ↗

Image-based construction of building energy models using computer vision

Automation in Construction

Dino, I. G., Sari, A. E., Iseri, O. K., Akin, S., Kalfaoglu, E., Erdogan, B., Kalkan, S., & Alatan, A. A.

DOI ↗

Building Archetype Characterization using K-means Clustering in Urban Building Energy Models

Computer-Aided Architectural Design: Design Imperatives — The Future is Now

Iseri, O. K., & Dino, I. G.

DOI ↗

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)

Canli, I., UÇAR, Ş., Gursoy, F. E., Halacli, E. G., Iseri, O. K., Yavuz, F., Dino, I. G., Kalkan, Sinan.

A Novel Graph Neural Network for Zone-level Urban-scale Building Energy Use Estimation

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation

Halacli, E. G., Canlı, I., Iseri, O. K., Yavuz, F., Akgul, C. M., Kalkan, S., & Dino, I. G.

Compiling Open Datasets to Improve Urban Building Energy Models with Occupancy and Layout Data

CAADRIA 2022

Duran, A., Iseri, O. K., Akgul, C., Kalkan, S., & Gursel Dino, I.

Building Archetype Characterization Using K-Means Clustering in Urban Building Energy Models

CAAD Futures 2021

Iseri, O.K., Dino, I. G.

DOI ↗

Comparison of Different Data-Driven Models on Prediction of Useful Daylight Illuminance (UDI)

EasyChair

Canlı, I., Iseri, O. K., & Dino, I. G.

An Algorithm for Efficient Urban Building Energy Modeling and Simulation

SIMAUD — Symposium on Simulation in Architecture and Urban Design

Iseri, O. K., & Dino, I. G.

Energy Demand Prediction for Residential Buildings at Different Climate Conditions Based on Different Data-driven Models

Bausim 2020, TU Graz

Iseri, O. K., Akin, S., & Dino, I. G.

An exploratory multi-objective retrofit decision-making process

International Symposium of Architecture, Technology and Innovation (ATI)

Akin, S., Iseri, O. K., Erdogan, B., & Gursel Dino, I.

Climate Change Impact on Multi-Objective Optimization: A Case Study on Educational Buildings

SimAUD

Akın, S., Iseri, O. K., Akgul, C., Erdogan, B., & Gursel Dino, I.

The comparative study on the influence of early architectural design decisions on energy demand: A case study in Turkey

International Symposium of Architecture, Technology and Innovation (ATI)

Iseri, O. K., & Dursun, O.

Vision-Based Lighting State Detection and Curtain Openness Ratio Prediction

SimAUD

Kalfaoglu, E., Gursel Dino, I., Iseri, O. K., Akın, S., Sari, A. E., Erdogan, B., Kalkan, S., Alatan, A. A.

Automated building energy modeling for existing buildings using computer vision

CIB W78: AECO

Gursel Dino, I., Sari, A. E., Kalfaoglu, E., Akin, S., Iseri, O. K., Kalkan, S., Alatan, A. A.

Video Content Analysis-Based Detection of Occupant Presence for Building Energy Modelling

CIB W78: AECO

Gursel Dino, I., Kalfaoglu, E., Sari, A. E., Akin, S., Iseri, O. K., Alatan, A. A., Kalkan, S.

Optimizing wall insulation material parameters in renovation projects using NSGA-II

2016 IEEE Congress on Evolutionary Computation (CEC)

Uyduran, H. G., Iseri, O. K., Üstünes, Y., & Dursun, O.