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Higher-order activation methods for physics-informed neural networks in Barron spaces
The discussion concerns physics-informed neural networks minimizing a penalty involving the strong PDE residual, while ReLU-based Barron approximations generally provide…
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Conjectured extension of the Barron–Fourier embedding to positive smoothness indices
Let be a compact set. For , , and , the established embedding is … with allowe…