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HCP-PIGN: Efficient heat conduction prediction by physics-informed graph convolutional neural network

Jiang-Zhou Peng, Nadine Aubry, Yu-Bai Li, Zhihua Chen, Mei Mei, Yue Hua

2024International Journal of Heat and Fluid Flow8 citationsDOI

Topics & Concepts

Thermal conductionConvolutional neural networkArtificial neural networkGraphComputer scienceMaterials scienceArtificial intelligencePhysicsThermodynamicsTheoretical computer scienceHeat Transfer and OptimizationModel Reduction and Neural NetworksHeat Transfer Mechanisms
HCP-PIGN: Efficient heat conduction prediction by physics-informed graph convolutional neural network | Litcius