Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems
Han Gao, Matthew J. Zahr, Jianxun Wang
Topics & Concepts
Polygon meshComputer scienceMathematical optimizationPartial differential equationArtificial neural networkNonlinear systemMathematicsTheoretical computer scienceAlgorithmArtificial intelligenceComputer graphics (images)Mathematical analysisPhysicsQuantum mechanicsModel Reduction and Neural NetworksMagnetic Properties and ApplicationsFluid Dynamics and Vibration Analysis