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physics.flu-dyn2024
PointSAGE: Mesh-independent superresolution approach to fluid flow predictions
Rajat Sarkar, Krishna Sai Sudhir Aripirala, Vishal Sudam Jadhav +2
Computational Fluid Dynamics (CFD) serves as a powerful tool for simulating fluid flow across diverse industries. High-resolution CFD simulations offer valuable insights into fluid…
physics.flu-dyn2023
Redefining Super-Resolution: Fine-mesh PDE predictions without classical simulations
Rajat Kumar Sarkar, Ritam Majumdar, Vishal Jadhav +2
In Computational Fluid Dynamics (CFD), coarse mesh simulations offer computational efficiency but often lack precision. Applying conventional super-resolution to these simulations…