Search Results for author: Hugo Melchers

Found 2 papers, 1 papers with code

Neural Green's Operators for Parametric Partial Differential Equations

no code implementations4 Jun 2024 Hugo Melchers, Joost Prins, Michael Abdelmalik

This work introduces neural Green's operators (NGOs), a novel neural operator network architecture that learns the solution operator for a parametric family of linear partial differential equations (PDEs).

Comparison of neural closure models for discretised PDEs

1 code implementation26 Oct 2022 Hugo Melchers, Daan Crommelin, Barry Koren, Vlado Menkovski, Benjamin Sanderse

Of the two trajectory fitting procedures, the discretise-then-optimise approach produces more accurate models than the optimise-then-discretise approach.

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