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physics.flu-dyn2025
Fluid Intelligence: A Forward Look on AI Foundation Models in Computational Fluid Dynamics
Neil Ashton, Johannes Brandstetter, Siddhartha Mishra
Driven by the advancement of GPUs and AI, the field of Computational Fluid Dynamics (CFD) is undergoing significant transformations. This paper bridges the gap between the machine…
physics.flu-dyn2024
Efficient Computation of Large-Scale Statistical Solutions to Incompressible Fluid Flows
Tobias Rohner, Siddhartha Mishra
This work presents the development, performance analysis and subsequent optimization of a GPU-based spectral hyperviscosity solver for turbulent flows described by the three dimens…