172 citations · 371 across the 10 of their papers we have counts for
10 papers
BIGNet: Pretrained Graph Neural Network for Embedding Semantic, Spatial, and Topological Data in BIM Models
Jin Han, Xin-Zheng Lu, Jia-Rui Lin
Large Foundation Models (LFMs) have demonstrated significant advantages in civil engineering, but they primarily focus on textual and visual data, overlooking the rich semantic, sp…
A Multi-Server Information-Sharing Environment for Cross-Party Collaboration on A Private Cloud
Jianping Zhang, Qiang Liu, Zhenzhong Hu +2
Interoperability remains the key problem in multi-discipline collaboration based on building information modeling (BIM). Although various methods have been proposed to solve the te…
A natural-language-based approach to intelligent data retrieval and representation for cloud BIM
Jia-Rui Lin, Zhen-Zhong Hu, Jian-Ping Zhang +1
As the information from diverse disciplines continues to integrate during the whole life cycle of an Architecture, Engineering, and Construction (AEC) project, the BIM (Building In…
An Approach to Twinning and Mining Collaborative Network of Construction Projects
Jia-Rui Lin, Da-Peng Wu
Understanding complex collaboration processes is essential for the success of construction projects. However, there is still a lack of efficient methods for timely collection and a…
What makes a good BIM design: quantitative linking between design behavior and quality
Xiang-Rui Ni, Peng Pan, Jia-Rui Lin
In the Architecture Engineering & Construction (AEC) industry, how design behaviors impact design quality remains unclear. This study proposes a novel approach, which, for the firs…
Exploring the Feasibility of Automated Data Standardization using Large Language Models for Seamless Positioning
Max J. L. Lee, Ju Lin, Li-Ta Hsu
We propose a feasibility study for real-time automated data standardization leveraging Large Language Models (LLMs) to enhance seamless positioning systems in IoT environments. By…