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    Coupled Two-Dimensional Surface Flow and Three-Dimensional Subsurface Flow Modeling for Drainage of Permeable Road Pavement 

    Source: Journal of Hydrologic Engineering:;2016:;Volume ( 021 ):;issue: 012
    Author(s): Xiaofeng Liu; Yunxiang Chen; Chaopeng Shen
    Publisher: American Society of Civil Engineers
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    A Surrogate Model for Shallow Water Equations Solvers with Deep Learning 

    Source: Journal of Hydraulic Engineering:;2023:;Volume ( 149 ):;issue: 011:;page 04023045-1
    Author(s): Yalan Song; Chaopeng Shen; Xiaofeng Liu
    Publisher: ASCE
    Abstract: Physics-based models (PBMs), such as shallow water equations (SWEs) solvers, have been widely used in flood simulation and river hydraulics analysis. However, they are usually computationally expensive and unsuitable for ...
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    Applying Knowledge-Guided Machine Learning to Slope Stability Prediction 

    Source: Journal of Geotechnical and Geoenvironmental Engineering:;2023:;Volume ( 149 ):;issue: 010:;page 04023089-1
    Author(s): Te Pei; Tong Qiu; Chaopeng Shen
    Publisher: ASCE
    Abstract: Slope stability prediction is an important task in geotechnical engineering which can be achieved through physics-based or data-driven approaches. Physics-based approaches rely on geotechnical knowledge from soil mechanics, ...
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