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Dive into the research topics where Hugo A. Melchers is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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An optimal Petrov–Galerkin framework for operator networks
Charles, P., Ray, D. (Corresponding author), Yu, Y., Prins, J., Melchers, H., Abdelmalik, M. R. A., Cochran, J., Oberai, A. A., Hughes, T. J. R. & Larson, M. G., 15 Aug 2026, In: Computer Methods in Applied Mechanics and Engineering. 458, 31 p., 119046.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile7 Downloads (Pure) -
Neural Green’s operators for parametric partial differential equations
Melchers, H. A., Prins, J. H. M. & Abdelmalik, M. R. A. (Corresponding author), 15 Jun 2026, In: Computer Methods in Applied Mechanics and Engineering. 455, 40 p., 118893.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)29 Downloads (Pure) -
Neural Green’s operators for parametric partial differential equations
Melchers, H. A., Prins, J. H. M. & Abdelmalik, M. R. A. (Corresponding author), 15 Jun 2026, In: Computer Methods in Applied Mechanics and Engineering. 455, 40 p., 118893.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)8 Downloads (Pure) -
An optimal Petrov-Galerkin framework for operator networks
Charles, P., Ray, D., Yu, Y., Prins, J., Melchers, H., Abdelmalik, M. R. A., Cochran, J., Oberai, A. A., Hughes, T. J. R. & Larson, M. G., 6 Mar 2025, arXiv.org, 39 p.Research output: Working paper › Preprint › Academic
Open AccessFile13 Downloads (Pure) -
Neural Green's Operators for Parametric Partial Differential Equations
Melchers, H., Prins, J. & Abdelmalik, M., 20 Feb 2025, arXiv.org, 49 p.Research output: Working paper › Preprint › Academic
Open AccessFile36 Downloads (Pure)
Activities
- 1 Contributed talk
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Neural Green's Operators for Parametric Partial Differential Equations
Melchers, H. A. (Speaker), Prins, J. H. M. (Speaker) & Abdelmalik, M. R. A. (Speaker)
7 Jun 2024Activity: Talk or presentation types › Contributed talk › Scientific
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Thesis
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Machine learning for closure models
Melchers, H. A. (Author), Koren, B. (Supervisor 1), Menkovski, V. (Supervisor 2), Crommelin, D. (External coach) & Sanderse, B. (External coach), 27 Jun 2022Student thesis: Master
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Simulation and visualisation of RC-circuits
Melchers, H. A. (Author), Maubach, J. (Supervisor 1), 26 Jul 2019Student thesis: Bachelor
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