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    Graph Neural Networks for State Estimation in Water Distribution Systems: Application of Supervised and Semisupervised Learning 

    Source: Journal of Water Resources Planning and Management:;2022:;Volume ( 148 ):;issue: 005:;page 04022018
    Author(s): Lu Xing; Lina Sela
    Publisher: ASCE
    Abstract: Emerging trends of resilient and reliable water infrastructure advocate for the development of efficient state estimation (SE) techniques in water distribution systems (WDSs). SE refers to estimating the flows and heads ...
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    Greedy Budget Allocation for Optimizing the Performance of Water Distribution Systems under Intermittent Supply Conditions 

    Source: Journal of Water Resources Planning and Management:;2025:;Volume ( 151 ):;issue: 007:;page 04025018-1
    Author(s): Gal Perelman; Lu Xing; Mashor Housh; Venu Kandiah; Barak Fishbain; Ehsan Shafiee
    Publisher: American Society of Civil Engineers
    Abstract: Intermittent water supply is a prevalent strategy employed in water distribution systems (WDS) facing deteriorating conditions. However, this approach can have several drawbacks, including insufficient supply, pressure ...
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    A Social Activity-Based Control Model for Rumor Propagation 

    Source: Journal of Computational and Nonlinear Dynamics:;2024:;volume( 019 ):;issue: 003:;page 31003-1
    Author(s): Zhu, Qingyi; Fan, Ziqi; Gan, Chenquan; Cheng, Kefei; Wu, Yu; Yang, Lu-Xing
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: In this paper, we introduce the concept of “social activity” to describe individual behavior on social networks, acknowledging its potential impact on rumor propagation within complex networks. With this in mind, we develop ...
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