Search Results for author: Michael R. A. Abdelmalik

Found 1 papers, 0 papers with code

Variationally Mimetic Operator Networks

no code implementations26 Sep 2022 Dhruv Patel, Deep Ray, Michael R. A. Abdelmalik, Thomas J. R. Hughes, Assad A. Oberai

The application of the VarMiON to a canonical elliptic PDE and a nonlinear PDE reveals that for approximately the same number of network parameters, on average the VarMiON incurs smaller errors than a standard DeepONet and a recently proposed multiple-input operator network (MIONet).

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