Search Results for author: Nidhal Belayouni

Found 1 papers, 1 papers with code

On Using Deep Learning Proxies as Forward Models in Deep Learning Problems

1 code implementation16 Jan 2023 Fatima Albreiki, Nidhal Belayouni, Deepak K. Gupta

The correctness of the approximate model depends on the extent of sampling conducted in the parameter space, and through numerical experiments, we demonstrate that caution needs to be taken when constructing this landscape with neural networks.

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