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Model Reduction and Neural Networks Sign in to save
308
Aachen papers (primary topic)
354
Further papers (secondary topic)
2.47k
Citations
277
Aachen authors
Papers per year
20
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Papers 308
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Multi-field decomposed hyper-reduced order modeling of damage-plasticity simulations2026 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Jannick Kehls, Stephan Ritzert, Lars Breuer, Qinghua Zhang, Stefanie Reese, Tim Brepols
1citations -
Estimating dense-packed zone height in liquid–liquid separation: A physics-informed neural network approach2026 Chemical Engineering Journal article Physics and Astronomy Model Reduction and Neural Networks Open access
Mehmet Velioglu, Song Zhai, Alexander Mitsos, Adel Mhamdi, Andreas Jupke, Manuel Dahmen
1citations -
HydroGym: A Multi-Solver Reinforcement Learning Platform for Fluid Dynamics2026 Zenodo (CERN European Organization for Nuclear Research) other Physics and Astronomy Model Reduction and Neural Networks Open access
Christian Lagemann, Sajeda Mokbel, Miro Gondrum, Mario Rüttgers, Yuning Wang, Pol Suárez, +15 more
1citations -
Constructing the Hamiltonian from the Behaviour of a Dynamical System by Proper Symplectic Decomposition2021 Lecture notes in computer science conference-paper Physics and Astronomy Model Reduction and Neural Networks
Nima Shirafkan, Pierre Gosselet, Franz Bamer, Abdelbacet Oueslati, Bernd A. Markert, Géry de Saxcé
1citations -
Data-driven framework for input/output lookup tables reduction: Application to hypersonic flows in chemical non-equilibrium2022 RWTH Publications (RWTH Aachen) article Physics and Astronomy Model Reduction and Neural Networks Open access
Clément Scherding, Georgios Rigas, Denis Sipp, Peter J. Schmid, Taraneh Sayadi
1citations -
Constructing the Hamiltonian from the behaviour of a dynamical system by proper symplectic decomposition2021 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Nima Shirafkan, Pierre Gosselet, Franz Bamer, Abdelbacet Oueslati, Bernd A. Markert, Géry de Saxcé
1citations
Most active Aachen authors
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Stefanie Reese 10,177 citations overall32 papers
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Denise Degen 270 citations overall30 papers
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Florian Wellmann 3,325 citations overall24 papers
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Marcus Stoffel 1,873 citations overall18 papers
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Bernd A. Markert 15,245 citations overall17 papers
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Franz Bamer 1,816 citations overall14 papers
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