Data-driven physics-informed neural networks: A digital twin perspective
Sunwoong Yang, Hojin Kim, Yoonpyo Hong, Kwanjung Yee, Romit Maulik, Namwoo Kang
Topics & Concepts
ExtrapolationFidelityComputer scienceScalabilityRealization (probability)Artificial neural networkRepresentation (politics)Perspective (graphical)Collocation (remote sensing)Parametric statisticsMachine learningArtificial intelligenceData miningAlgorithmMathematicsDatabaseStatisticsLawPoliticsTelecommunicationsPolitical scienceMathematical analysisModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsProbabilistic and Robust Engineering Design