Investigating steady unconfined groundwater flow using Physics Informed Neural Networks
Mohammad Afzal Shadab, Dingcheng Luo, Eric Hiatt, Yiran Shen, Marc A. Hesse
Topics & Concepts
PhreaticFlow (mathematics)Groundwater flowBoussinesq approximation (buoyancy)Hydraulic conductivityPartial differential equationArtificial neural networkGroundwaterWork (physics)Applied mathematicsExperimental dataAquiferMechanicsMathematicsGeotechnical engineeringPhysicsGeologyComputer scienceMathematical analysisSoil scienceArtificial intelligenceThermodynamicsStatisticsSoil waterConvectionRayleigh numberNatural convectionModel Reduction and Neural NetworksGroundwater flow and contamination studiesDam Engineering and Safety