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    Identification of Hydraulic Engineering Construction Accident Causes Using Instruction Tuning and Structured Prompting in Large Language Models 

    Source: Journal of Construction Engineering and Management:;2026:;Volume ( 152 ):;issue: 008:;page 04026122-1
    Author(s): Wang, Fei; Zhou, Jiayi; Zheng, Xiazhong
    Publisher: American Society of Civil Engineers
    Abstract: AbstractIdentifying the causes of accidents in hydraulic engineering construction is crucial for preventing recurrences and enhancing safety management. However, traditional methods relying on expert knowledge are often ...
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    Intelligent Identification Approach for Accident Causation in Hydraulic and Hydropower Engineering Construction 

    Source: Journal of Construction Engineering and Management:;2025:;Volume ( 151 ):;issue: 012:;page 04025195-1
    Author(s): Zhou, Jiayi; Zheng, Xiazhong; Wang, Fei; Tian, Dan
    Publisher: American Society of Civil Engineers
    Abstract: AbstractAnalyzing historical accident reports is crucial for improving construction safety in hydraulic and hydropower engineering. Current methodologies for identifying accident causation exhibit two limitations: (1) text ...
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