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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
Open in paper search →-
Model order reduction techniques applied to magnetodynamic T-Ω-formulation2020 COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering article Physics and Astronomy Model Reduction and Neural Networks
Fabian Müller, Lucas Crampen, Thomas Henneron, Stephane Clenet, Kay Hameyer
4citations -
Nonlinear parametric simulation by proper generalized decomposition on the example of a synchronous machine2022 COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering article Physics and Astronomy Model Reduction and Neural Networks
Fabian Müller, Paul Baumanns, Martin Marco Nell, Kay Hameyer
4citations -
Comparison of two artificial neural networks trained for the surrogate modeling of stress in materially heterogeneous elastoplastic solids2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Sarthak Kapoor, Jaber Rezaei Mianroodi, Mohammad Sarkari Khorrami, Nima S. Siboni, Bob Svendsen
3citations -
A Multi-Field Decomposed Model Order Reduction Approach for Thermo-Mechanically Coupled Gradient-Extended Damage Simulations2024 SSRN Electronic Journal preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Qinghua Zhang, Stephan Ritzert, Jian Zhang, Jannick Kehls, Stefanie Reese, Tim Brepols
3citations -
Recurrent neural networks as a physics-based self-learning solver to satisfy plane stress viscoplasticity undergoing isotropic damage2024 Mechanics Research Communications article Physics and Astronomy Model Reduction and Neural Networks Open access
Saurabh Balkrishna Tandale, Vasileios Polydoras, Marcus Stoffel
3citations -
Flow and Mass Transfer Prediction in Anisotropic Tpms-Structures as Extracorporeal Oxygenator Membranes Using Reduced Order Modeling2023 SSRN Electronic Journal preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Kai P. Barbian, Lukas T. Hirschwald, John Linkhorst, Michael Neidlin, Ulrich Steinseifer, Matthias Weßling, +2 more
3citations -
Heat Exchanger Surrogates for a Vapor Compression System2023 Linköping electronic conference proceedings conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access
Nasrulloh Ratu Bagus Satrio Loka, Nicolás Ablanque Mejía, Santiago Torras, Sriram Karthik Gurumurthy, Antonello Monti, Joaquim Rigola, +3 more
2citations
Most active Aachen authors
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Stefanie Reese 10,177 citations overall32 papers
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