Solving spatiotemporal partial differential equations with Physics-informed Graph Neural Network
Zixue Xiang, Wei Peng, Wen Yao, Xu Liu, Xiaoya Zhang
Topics & Concepts
Partial differential equationComputer scienceInferenceArtificial neural networkRadial basis functionGeneralizability theoryArtificial intelligenceConvolutional neural networkAlgorithmGraphApplied mathematicsTheoretical computer scienceMachine learningMathematicsMathematical analysisStatisticsModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsFluid Dynamics and Vibration Analysis