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Mesh-based super-resolution of fluid flows with multiscale graph neural networks

Shivam Barwey, Pinaki Pal, Saumil S. Patel, Riccardo Balin, Bethany Lusch, Venkatram Vishwanath, Romit Maulik, Ramesh Balakrishnan

2025Computer Methods in Applied Mechanics and Engineering9 citationsDOI

Topics & Concepts

Computer scienceArtificial neural networkFluid simulationFluid dynamicsAlgorithmMathematicsArtificial intelligenceMechanicsPhysicsAdvanced Image Processing TechniquesFluid Dynamics and Turbulent FlowsImage and Signal Denoising Methods
Mesh-based super-resolution of fluid flows with multiscale graph neural networks | Litcius