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Approximation Error of Sobolev Regular Functions with Tanh Neural Networks: Theoretical Impact on PINNs

Benjamin Girault,Remi Emonet,Amaury Habrard, Jordan Patracone,Marc Sebban

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES RESEARCH TRACK, PT IV, ECML PKDD 2024(2024)

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Key words
Approximation error,Sobolev space,Physics-informed neural network,tanh activation function
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