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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:
    Wang, Fei
    ,
    Zhou, Jiayi
    ,
    Zheng, Xiazhong
    DOI: 10.1061/JCEMD4.COENG-18215
    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 time-consuming, labor-intensive, ...Practical ApplicationsAccident investigations in hydraulic engineering construction often rely on expert judgment, which can be time-consuming and inconsistent, especially when dealing with large volumes of records. This study provides a practical tool—...
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      Identification of Hydraulic Engineering Construction Accident Causes Using Instruction Tuning and Structured Prompting in Large Language Models

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    https://yetl.yabesh.ir/yetl1/handle/yetl/4311212
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    • Journal of Construction Engineering and Management

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    contributor authorWang, Fei
    contributor authorZhou, Jiayi
    contributor authorZheng, Xiazhong
    date accessioned2026-08-20T10:45:14Z
    date available2026-08-20T10:45:14Z
    date copyright2026/06/01
    date issued2026
    identifier otherJCEMD4.COENG-18215.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4311212
    description abstractAbstractIdentifying 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 time-consuming, labor-intensive, ...Practical ApplicationsAccident investigations in hydraulic engineering construction often rely on expert judgment, which can be time-consuming and inconsistent, especially when dealing with large volumes of records. This study provides a practical tool—...
    publisherAmerican Society of Civil Engineers
    titleIdentification of Hydraulic Engineering Construction Accident Causes Using Instruction Tuning and Structured Prompting in Large Language Models
    typeJournal Article
    journal volume152
    journal issue8
    journal titleJournal of Construction Engineering and Management
    identifier doi10.1061/JCEMD4.COENG-18215
    journal fristpage04026122-1
    journal lastpage04026122-17
    page17
    treeJournal of Construction Engineering and Management:;2026:;Volume ( 152 ):;issue: 008
    contenttypeFulltext
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