Search Results for author: Xiyue Huang

Found 1 papers, 0 papers with code

Evaluating Error Bound for Physics-Informed Neural Networks on Linear Dynamical Systems

no code implementations3 Jul 2022 Shuheng Liu, Xiyue Huang, Pavlos Protopapas

This paper shows that one can mathematically derive explicit error bounds for physics-informed neural networks trained on a class of linear systems of differential equations.

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