Search Results for author: Blas Echebarria

Found 1 papers, 0 papers with code

Black and Gray Box Learning of Amplitude Equations: Application to Phase Field Systems

no code implementations8 Jul 2022 Felix P. Kemeth, Sergio Alonso, Blas Echebarria, Ted Moldenhawer, Carsten Beta, Ioannis G. Kevrekidis

In these regimes, going beyond black-box identification, we explore different approaches to learn data-driven corrections to the analytically approximate models, leading to effective gray box partial differential equations.

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