120 citations · 273 across the 11 of their papers we have counts for
11 papers
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…
A Multilayer Perceptron-based Fast Sunlight Assessment for the Conceptual Design of Residential Neighborhoods under Chinese Policy
Can Jiang, Xiong Liang, Yu-Cheng Zhou +6
In Chinese building codes, it is required that residential buildings receive a minimum number of hours of natural, direct sunlight on a specified winter day, which represents the w…
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…
Adaptive Control of Resource Flow to Optimize Construction Work and Cash Flow via Online Deep Reinforcement Learning
Can Jiang, Xin Li, Jia-Rui Lin +2
Due to complexity and dynamics of construction work, resource, and cash flows, poor management of them usually leads to time and cost overruns, bankruptcy, even project failure. Ex…
Automatic Design Method of Building Pipeline Layout Based on Deep Reinforcement Learning
Chen Yang, Zhe Zheng, Jia-Rui Lin
The layout design of pipelines is a critical task in the construction industry. Currently, pipeline layout is designed manually by engineers, which is time-consuming and laborious.…
DesignTracking: Track and Replay BIM-based Design Process
Xiang-Rui Ni, Zhe Zheng, Jia-Rui Lin +2
Among different phases of the life cycle of a building or facility, design is of the utmost importance to ensure safety, efficiency and sustainability of the building or facility.…
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…
Exploiting the Power of Human-Robot Collaboration: Coupling and Scale Effects in Bricklaying
Jia-Rui Lin, Ming-Hui Wu
As an important contributor to GDP growth, the construction industry is suffering from labor shortage due to population ageing, COVID-19 pandemic, and harsh environments. Consideri…
Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC Domain
Zhe Zheng, Xin-Zheng Lu, Ke-Yin Chen +2
As an essential task for the architecture, engineering, and construction (AEC) industry, information retrieval (IR) from unstructured textual data based on natural language process…