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C3S2-Lab
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navier-stokes-benchmark

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computational-fluid-dynamics

scientific-computing

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@@ -189,8 +189,8 @@ Grid: uniform 64x64 on the unit square [0, 1]^2 (plume domain shifted to x in [0
 ## Intended Use
-- Supervised training and validation of physics-informed neural networks (PINNs)
-- Benchmarking neural operator architectures (FNO, DeepONet, etc.)
 - Evaluating equation-discovery and symbolic regression methods (via `latex_equation`)
 - Teaching and educational demonstrations of canonical fluid flows

 ## Intended Use
+- Benchmarking agents' fluid mechanics equations discovery.
+- Benchmarks are based on the deep-koopman-kan to estimate the lift and KANDy to get the equations.
 - Evaluating equation-discovery and symbolic regression methods (via `latex_equation`)
 - Teaching and educational demonstrations of canonical fluid flows