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S. J. Lee

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Aug 2026

Physics-informed graph Laplacian-augmented Kolmogorov–Arnold networks

Results demonstrate that graph connectivity, neural coefficient parameterization, and Galerkin residual evaluation can be integrated within a common mixed finite-element representation for physics-informed approximation on geometrically irregular domains.

Hyo Seung Lee, S. J. Lee · 0 citations

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