Search Results for author: Joshua Kalyanapu

Found 1 papers, 0 papers with code

Accuracy and Architecture Studies of Residual Neural Network solving Ordinary Differential Equations

no code implementations10 Jan 2021 Changxin Qiu, Aaron Bendickson, Joshua Kalyanapu, Jue Yan

In particular, we carry out (1) the architecture study in terms of number of hidden layers and neurons per layer to find the optimal ResNet structure; (2) the target study to verify the ResNet solver behaves as accurate as its finite difference method counterpart; (3) solution trajectory simulation.

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