default author photo

Ezzeddin Bakhtavar

Laurentian University

935 Ramsey Lake Road

Sudbury P3E 2C6, P3E 2C6

Canada

  • Laurentian University

SCHOLARLY PAPERS

2

DOWNLOADS

109

TOTAL CITATIONS

0

Scholarly Papers (2)

Actions:
Email selected abstracts
1.

Exploring The Opportunities and Challenges of Deep Generative Models for Building Energy Research Applications

Number of pages: 86 Posted: 23 Sep 2025
Haonan Zhang, Kasun Hewage, Ezzeddin Bakhtavar and Rehan Sadiq
University of British Columbia (UBC) - School of Engineering, University of British Columbia (UBC) - School of Engineering, Laurentian University and University of British Columbia (UBC) - School of Engineering
Downloads 64 (924,743)

Abstract:

Loading...

Deep Generative Models, Energy Data Synthesis, Building Energy Modeling, Load Forecasting, Uncertainty

2.

Robust Building Energy Retrofit Evaluation Under Uncertainty: An Interpretable Machine Learning Approach

Number of pages: 51 Posted: 03 Jun 2025
Haonan Zhang, Kasun Hewage, Ezzeddin Bakhtavar, Qingqing Sun and Rehan Sadiq
University of British Columbia (UBC) - School of Engineering, University of British Columbia (UBC) - School of Engineering, Laurentian University, Jiangnan University and University of British Columbia (UBC) - School of Engineering
Downloads 45 (1,121,190)

Abstract:

Loading...

energy savings, interpretable machine learning, robust optimization, occupant behaviors, construction uncertainties