Jong Bum Kim, PhD

Predicting Solar Radiation in Planned Urban Developments with Machine-Learning Algorithm Comparison Framework

The research investigated an integration method of parametric BIM, iterative simulations, ML algorithms, and ML data diagnosis techniques to predict the solar radiation of planned development scenarios.

Year: 2023

More information:

  • Kim, S. & Kim, J. B. (Under 1st review, 2023). Predicting Solar Radiation in Planned Urban Developments with Machine-Learning. Submitted to Journal of Renewable Energy, Elsevier.