What makes a good BIM design? Quantifying the link between design behavior and quality

XR Ni, P Pan, JR Lin - Automation in Construction, 2025 - Elsevier
Abstract In the Architecture Engineering & Construction (AEC) industry, how design
behaviors impact design quality remains unclear. This paper proposes an approach that …

[HTML][HTML] Enhancing Construction Management Digital Twins Through Process Mining of Progress Logs

Y Wang, S Liao, Z Gong, F Deng, S Yin - Sustainability, 2024 - mdpi.com
Large-scale infrastructure projects involve numerous complex processes, and even small
construction management (CM) deficiencies can lead to significant resource waste. Digital …

Towards commands recommender system in BIM authoring tool using transformers

C Du, Z Deng, S Nousias, A Borrmann - arXiv preprint arXiv:2406.10237, 2024 - arxiv.org
The complexity of BIM software presents significant barriers to the widespread adoption of
BIM and model-based design within the Architecture, Engineering, and Construction (AEC) …

What makes a good BIM design: quantitative linking between design behavior and quality

XR Ni, P Pan, JR Lin - arXiv preprint arXiv:2411.09481, 2024 - arxiv.org
In the Architecture Engineering & Construction (AEC) industry, how design behaviors impact
design quality remains unclear. This study proposes a novel approach, which, for the first …

[PDF][PDF] AI-based Next Command Prediction Through BIM Log Files

S Nousias - 2024 - mediatum.ub.tum.de
Sequential recommendation systems are created to predict the next item a user will likely
interact with using temporal patterns and contextual information learned from historical user …

Grafting log analysis method of power data based on multi-layer clustering

C Yang, J Yin, Z Liu, F Luo, J Lin… - 2023 5th International …, 2023 - ieeexplore.ieee.org
Power system generates a large amount of log data. Extracting valuable log information can
provide effective and reliable basis for event decision-making and operation management …