2 citations · 3 across the 3 of their papers we have counts for
3 papers
Development of a hybrid machine-learning and optimization tool for performance-based solar shading design
Maryam Daneshi, Reza Taghavi Fard, Zahra Sadat Zomorodian +1
Solar shading design should be done for the desired Indoor Environmental Quality (IEQ) in the early design stages. This field can be very challenging and time-consuming also requir…
A Machine-learning Framework for Acoustic Design Assessment in Early Design Stages
Reyhane Abarghooie, Zahra Sadat Zomorodian, Mohammad Tahsildoost +1
In time-cost scale model studies, predicting acoustic performance by using simulation methods is a commonly used method that is preferred. In this field, building acoustic simulati…
A machine-learning framework for daylight and visual comfort assessment in early design stages
Hanieh Nourkojouri, Zahra Sadat Zomorodian, Mohammad Tahsildoost +1
This research is mainly focused on the assessment of machine learning algorithms in the prediction of daylight and visual comfort metrics in the early design stages. A dataset was…