Search Results for author: Ryan Brody

Found 1 papers, 0 papers with code

DIMON: Learning Solution Operators of Partial Differential Equations on a Diffeomorphic Family of Domains

no code implementations11 Feb 2024 Minglang Yin, Nicolas Charon, Ryan Brody, Lu Lu, Natalia Trayanova, Mauro Maggioni

DIMON is based on transporting a given problem (initial/boundary conditions and domain $\Omega_{\theta}$) to a problem on a reference domain $\Omega_{0}$, where training data from multiple problems is used to learn the map to the solution on $\Omega_{0}$, which is then re-mapped to the original domain $\Omega_{\theta}$.

Operator learning

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