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Legacy meshing tools rely on user-defined global parameters — element size, growth rate, and manual refinement zones. This approach demands deep expertise and still produces inconsistent results across different geometries.

MeshGen takes a fundamentally different approach. It analyses local curvature, proximity between surfaces, and expected flow gradients to place refinement exactly where the solver needs it. The result is a 5x speed improvement and 14x better mesh quality compared to ANSYS Fluent Meshing on standardized benchmarks.

The key insight: treating meshing as a learned task rather than a parameterized one eliminates the tradeoff between speed and quality.