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    Optimizing Compressive Strength of Crumb Rubber Concrete for Sustainable Construction Using XGBoost and Conceptual Strength Profiles

    Source: Journal of Materials in Civil Engineering:;2026:;Volume ( 038 ):;issue: 005::page 04026089-1
    Author:
    Liyungu, Joshua
    ,
    Yu, Bin
    DOI: 10.1061/JMCEE7.MTENG-20714
    Publisher: American Society of Civil Engineers
    Abstract: AbstractThe compressive strength of crumb rubberized concrete (CRC) is vital for its structural performance and sustainability. This study integrates XGBoost machine learning with advanced regression and visualization techniques to optimize CRC strength ...Practical ApplicationThis study provides actionable guidance for engineers, contractors, and construction professionals seeking to design sustainable CRC with predictable strength performance. Using advanced machine learning techniques, including XGBoost ...
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      Optimizing Compressive Strength of Crumb Rubber Concrete for Sustainable Construction Using XGBoost and Conceptual Strength Profiles

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    contributor authorLiyungu, Joshua
    contributor authorYu, Bin
    date accessioned2026-08-20T11:33:39Z
    date available2026-08-20T11:33:39Z
    date copyright2026/02/26
    date issued2026
    identifier otherJMCEE7.MTENG-20714.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4312374
    description abstractAbstractThe compressive strength of crumb rubberized concrete (CRC) is vital for its structural performance and sustainability. This study integrates XGBoost machine learning with advanced regression and visualization techniques to optimize CRC strength ...Practical ApplicationThis study provides actionable guidance for engineers, contractors, and construction professionals seeking to design sustainable CRC with predictable strength performance. Using advanced machine learning techniques, including XGBoost ...
    publisherAmerican Society of Civil Engineers
    titleOptimizing Compressive Strength of Crumb Rubber Concrete for Sustainable Construction Using XGBoost and Conceptual Strength Profiles
    typeJournal Article
    journal volume38
    journal issue5
    journal titleJournal of Materials in Civil Engineering
    identifier doi10.1061/JMCEE7.MTENG-20714
    journal fristpage04026089-1
    journal lastpage04026089-37
    page37
    treeJournal of Materials in Civil Engineering:;2026:;Volume ( 038 ):;issue: 005
    contenttypeFulltext
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