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A finite element-inspired hypergraph neural network: Application to fluid dynamics simulations

Rui Gao, Indu Kant Deo, Rajeev K. Jaiman

2024Journal of Computational Physics30 citationsDOI

Topics & Concepts

Finite element methodHypergraphComputer scienceReynolds numberArtificial neural networkInterpolation (computer graphics)Node (physics)Theoretical computer scienceAlgorithmTopology (electrical circuits)MathematicsArtificial intelligenceDiscrete mathematicsPhysicsMechanicsEngineeringStructural engineeringTurbulenceCombinatoricsMotion (physics)Model Reduction and Neural NetworksLattice Boltzmann Simulation StudiesFluid Dynamics and Vibration Analysis
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