Search Results for author: Marvin L. Adams

Found 1 papers, 0 papers with code

Accelerating PDE-constrained Inverse Solutions with Deep Learning and Reduced Order Models

no code implementations17 Dec 2019 Sheroze Sheriffdeen, Jean C. Ragusa, Jim E. Morel, Marvin L. Adams, Tan Bui-Thanh

In this paper, we propose to enlarge the validity of ROMs and hence improve the accuracy outside the reduced subspaces by incorporating a data-driven ML technique.

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