Search Results for author: Ehsan Kharazmi

Found 1 papers, 1 papers with code

hp-VPINNs: Variational Physics-Informed Neural Networks With Domain Decomposition

1 code implementation11 Mar 2020 Ehsan Kharazmi, Zhongqiang Zhang, George Em. Karniadakis

We formulate a general framework for hp-variational physics-informed neural networks (hp-VPINNs) based on the nonlinear approximation of shallow and deep neural networks and hp-refinement via domain decomposition and projection onto space of high-order polynomials.

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