Hugo Melchers

According to our database, Hugo Melchers authored at least 4 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

When can a neural operator replace a coarse solve? Architectural principles for two-level preconditioning.

Hugo Melchers, Michael R. A. Abdelmalik, Victorita Dolean

CoRR, May, 2026

2025

An optimal Petrov-Galerkin framework for operator networks.

Philip Charles, Deep Ray, Yue Yu, Joost Prins, Hugo Melchers, Michael R. A. Abdelmalik, Jeffrey Cochran, Assad A. Oberai, Thomas J. R. Hughes, Mats G. Larson

CoRR, March, 2025

2024

Neural Green's Operators for Parametric Partial Differential Equations.

Hugo Melchers, Joost Prins, Michael R. A. Abdelmalik

CoRR, 2024

2023

Comparison of neural closure models for discretised PDEs.

Hugo Melchers, Daan Crommelin, Barry Koren, Vlado Menkovski, Benjamin Sanderse

Comput. Math. Appl., 2023