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308
Aachen papers (primary topic)
354
Further papers (secondary topic)
2.47k
Citations
277
Aachen authors
Papers per year
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Papers 308
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ZipGAN: Super-Resolution-Based Generative Adversarial Network Framework for Data Compression of Direct Numerical Simulations2025 Lecture notes in computational science and engineering conference-paper Physics and Astronomy Model Reduction and Neural Networks
Ludovico Nista, Christoph Schumann, Fabian Fröde, Mohamed Gowely, Temistocle Grenga, Jonathan F. MacArt, +2 more
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Development of a Model Order Reduced Arbitrary Lagrangian Eulerian ( MORALE ) Formulation for Structures Subjected to Dynamic Moving Loads2025 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Atul Anantheswar, Jannick Kehls, Ines Wollny, Tim Brepols, Stefanie Reese, Michael Kaliske
0citations -
Development of a Model Order Reduced Arbitrary Lagrangian Eulerian (MORALE) Formulation for Structures Subjected to Dynamic Moving Loads2025 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Atul Anantheswar, Jannick Markus Kehls, Ines Wollny, T. Brepols, Stefanie Reese, Michael Kaliske
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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 Markus Kehls, Stephan Ritzert, Lars Breuer, Qinghua Zhang, Stefanie Reese, T. Brepols
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Estimating Dense-Packed Zone Height in Liquid-Liquid Separation: A Physics-Informed Neural Network Approach2026 RWTH Publications (RWTH Aachen) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Mehmet Velioglu, Song Zhai, Alexander Mitsos, Adel Mhamdi, Andreas Jupke, Manuel Dahmen
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Estimating Dense-Packed Zone Height in Liquid-Liquid Separation: A Physics-Informed Neural Network Approach2026 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Mehmet Velioglu, Song Zhai, Alexander Mitsos, Adel Mhamdi, Andreas Jupke, Manuel Dahmen
0citations
Most active Aachen authors
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Stefanie Reese 10,177 citations overall32 papers
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