Neural and spectral operator surrogates: unified construction and expression rate bounds.

Lukas Herrmann Christoph Schwab Jakob Zech

Published in: Adv. Comput. Math. (2024)

Keyphrases

network architecture
upper bound
lower bound
neural network
worst case
bio inspired
unified model
lower and upper bounds
spectral analysis
construction process
error bounds
learning rules
average case
confidence bounds