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    Modeling the Interdependencies between the Risk Factors Contributing to Preconstruction Delays in Construction Projects 

    Source: Journal of Construction Engineering and Management:;2025:;Volume ( 151 ):;issue: 004:;page 04025022-1
    Author(s): Ghadi Charbel; Rayan H. Assaad; Tulio Rodriguez Tejada; Fadi Karaa
    Publisher: American Society of Civil Engineers
    Abstract: While preconstruction delays have significant ramifications on all aspects of a project, they are often overlooked. Existing research studies focused on preconstruction delay factors as isolated events without considering ...
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    Developing a Quantitative Modeling Framework for Risk Propagation Analysis: Application to Preconstruction Delays 

    Source: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering:;2025:;Volume ( 011 ):;issue: 002:;page 04025011-1
    Author(s): Ghadi Charbel; Rayan H. Assaad; Tulio Rodriguez Tejada; Fadi Karaa
    Publisher: American Society of Civil Engineers
    Abstract: Research on preconstruction delays has been limited, mainly focusing on identifying delays and ranking risks using traditional methods. This study introduces a new quantitative framework to evaluate risks by modeling them ...
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    Identifying the Opportunities and Challenges of Project Bundling: Modeling and Discovering Key Patterns Using Unsupervised Machine Learning 

    Source: Journal of Infrastructure Systems:;2024:;Volume ( 030 ):;issue: 001:;page 04024001-1
    Author(s): Ghiwa Assaf; Rayan H. Assaad; Fadi Karaa
    Publisher: ASCE
    Abstract: Project bundling is a strategy that combines several infrastructure projects into a single contract to improve the overall performance of projects. While previous research efforts have been conducted on certain aspects of ...
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