Artificial intelligence in construction asset management: A review of present status, challenges and future opportunities

L Rampini, FR Cecconi - Journal of Information Technology in …, 2022 - re.public.polimi.it
The built environment is responsible for roughly 40% of global greenhouse emissions,
making the sector a crucial factor for climate change and sustainability. Meanwhile, other …

A review on artificial intelligence applications for facades

A Duran, C Waibel, V Piccioni, B Bickel… - Building and …, 2024 - Elsevier
This review applies a transformer-based topic model to reveal trends and relationships in
Artificial Intelligence (AI)-driven facade research, with a focus on architectural …

[PDF][PDF] Artificial intelligence feasibility in construction industry

L Rampini, A Khodabakhshian… - Computing in …, 2022 - re.public.polimi.it
Artificial Intelligence (AI) has a great impact on increasing productivity and economic growth
in many sectors. However, in the construction industry, AI is still limited to research and few …

Modelling the perception of visual design principles on façades through fuzzy sets: towards building an automated architectural data generation and labelling tool

A Cekmis - Architectural Science Review, 2024 - Taylor & Francis
Recent studies showed that deep learning techniques and image processing can identify
the distinguishing design principles in architectural façades. However, predicting the …