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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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    Hybrid Method of Recovery: Combining Topology and Optimization for Transportation Systems 

    Source: Journal of Infrastructure Systems:;2020:;Volume ( 026 ):;issue: 003
    Author(s): Udit Bhatia; Lina Sela; Auroop Ratan Ganguly
    Publisher: ASCE
    Abstract: Designing effective recovery strategies for damaged networks is important across built, human, and natural systems. Postperturbation network recovery has been motivated by two distinct philosophies, specifically, the use ...
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    Streaming Smart Meter Data Integration to Enable Dynamic Demand Assignment for Real-Time Hydraulic Simulation 

    Source: Journal of Water Resources Planning and Management:;2020:;Volume ( 146 ):;issue: 006
    Author(s): M. Ehsan Shafiee; Amin Rasekh; Lina Sela; Ami Preis
    Publisher: ASCE
    Abstract: Water distribution system models have long been widely used for design and planning purposes. Their application for supporting real-time operational decisions has been also gaining increasing interest over the past decade. ...
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    Comprehensive Framework for Controlling Nonlinear Multispecies Water Quality Dynamics 

    Source: Journal of Water Resources Planning and Management:;2024:;Volume ( 150 ):;issue: 002:;page 04023077-1
    Author(s): Salma M. Elsherif; Ahmad F. Taha; Ahmed A. Abokifa; Lina Sela
    Publisher: ASCE
    Abstract: Tracing disinfectant (e.g., chlorine) and contaminants evolution in water networks requires the solution of one-dimensional (1D) advection-reaction (AR) partial differential equations (PDEs). With the absence of ...
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    Modeling in the COVID-19 Pandemic: Overcoming the Water Sector’s Data Struggles to Realize the Potential of Hydraulic Models 

    Source: Journal of Water Resources Planning and Management:;2022:;Volume ( 148 ):;issue: 006:;page 05022003
    Author(s): Helena R. Tiedmann; Lauryn A. Spearing; Lina Sela; Kerry Kinney; Mary Jo Kirisits; Lynn E. Katz; Jessica Kaminsky; Kasey M. Faust
    Publisher: ASCE
    Abstract: Hydraulic models can provide efficient and cost-effective ways for water utilities to evaluate changes in operating conditions (e.g., population dynamics, disasters), thereby increasing system resiliency during crises. ...
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