عمار بن عبدالرحمن العمار

In this paper, we introduce graph machine learning to enhance the estimation of heating and cooling loads in buildings, a critical factor in building energy efficiency. Traditional methods often…

In hot, arid climates, educational buildings often face the challenge of limited outdoor space usage.

Surrogate models (SM) present an opportunity for rapid assessment of a building's performance, surpassing the pace of simulation-based methods. Setting up a simulation for a single concept…