120 citations · 273 across the 11 of their papers we have counts for
6 papers · 1 filter
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.…