44 citations · 102 across the 8 of their papers we have counts for
8 papers
Learning and Simulating Building Evacuation Patterns for Enhanced Safety Design Using Generative Models
Jin Han, Zhe Zheng, Yi Gu +2
Evacuation simulation is essential for building safety design, ensuring properly planned evacuation routes. However, traditional evacuation simulation relies heavily on refined mod…
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…
Unified Network-Based Representation of BIM Models for Embedding Semantic, Spatial, and Topological Data
Jin Han, Xin-Zheng Lu, Jia-Rui Lin
Building Information Modeling (BIM) has revolutionized the construction industry by providing a comprehensive digital representation of building structures throughout their lifecyc…
QuakeBERT: Accurate Classification of Social Media Texts for Rapid Earthquake Impact Assessment
Jin Han, Zhe Zheng, Xin-Zheng Lu +2
Social media aids disaster response but suffers from noise, hindering accurate impact assessment and decision making for resilient cities, which few studies considered. To address…
A Text Classification-Based Approach for Evaluating and Enhancing the Machine Interpretability of Building Codes
Zhe Zheng, Yu-Cheng Zhou, Ke-Yin Chen +3
Interpreting regulatory documents or building codes into computer-processable formats is essential for the intelligent design and construction of buildings and infrastructures. Alt…
Translating Regulatory Clauses into Executable Codes for Building Design Checking via Large Language Model Driven Function Matching and Composing
Zhe Zheng, Jin Han, Ke-Yin Chen +3
Translating clauses into executable code is a vital stage of automated rule checking (ARC) and is essential for effective building design compliance checking, particularly for rule…
Earthquake Impact Analysis Based on Text Mining and Social Media Analytics
Zhe Zheng, Hong-Zheng Shi, Yu-Cheng Zhou +2
Earthquakes have a deep impact on wide areas, and emergency rescue operations may benefit from social media information about the scope and extent of the disaster. Therefore, this…
Text Mining-Based Patent Analysis for Automated Rule Checking in AEC
Zhe Zheng, Bo-Rui Kang, Qi-Tian Yuan +3
Automated rule checking (ARC), which is expected to promote the efficiency of the compliance checking process in the architecture, engineering, and construction (AEC) industry, is…