using the KAN network to solve the 2D heat conduction problem

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when using the KAN network to solve the 2D heat conduction problem, the results near the heat source do not match those from the finite difference method.
how to solve it?

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using the KAN network to solve the 2D heat conduction problem #554

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using the KAN network to solve the 2D heat conduction problem #554

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