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cs.CE2023
Configurable convolutional neural networks for real-time pedestrian-level wind prediction in urban environments
Alfredo Vicente Clemente, Knut Erik Teigen Giljarhus, Luca Oggiano +1
Urbanization has underscored the importance of understanding the pedestrian wind environment in urban and architectural design contexts. Pedestrian Wind Comfort (PWC) focuses on th…
cs.LG2023
Global Transformer Architecture for Indoor Room Temperature Forecasting
Alfredo V Clemente, Alessandro Nocente, Massimiliano Ruocco
A thorough regulation of building energy systems translates in relevant energy savings and in a better comfort for the occupants. Algorithms to predict the thermal state of a build…