Reconstructing unsaturated infiltration behavior with sparse data via physics-informed deep learning
Peng Lan, Jing-Jing Su, Shuairun Zhu, Jinsong Huang, Sheng Zhang
Topics & Concepts
Infiltration (HVAC)FidelityRichards equationVadose zoneDropout (neural networks)Inverse problemMonte Carlo methodArtificial intelligenceMachine learningComputer scienceAlgorithmMathematicsWater contentPhysicsSoil scienceEngineeringEnvironmental scienceStatisticsSoil waterGeotechnical engineeringMeteorologyTelecommunicationsMathematical analysisSoil and Unsaturated FlowModel Reduction and Neural NetworksGroundwater flow and contamination studies