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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
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Papers 308
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A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary Geometries2025 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei
1citations -
Projection matrices for numerical examples of "An adaptive model order reduction technique for parameter-dependent modular structures"2023 Zenodo (CERN European Organization for Nuclear Research) dataset Physics and Astronomy Model Reduction and Neural Networks Open access
Stephan Ritzert, Domen Macek, Jaan‐Willem Simon, Stefanie Reese
1citations -
Parallel Implementation and Performance of Super-Resolution Generative Adversarial Network Turbulence Models for Large-Eddy Simulation2024 SSRN Electronic Journal preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Ludovico Nista, Christoph Schumann, Peicho Petkov, Temistocle Grenga, Jonathan F. MacArt, Antonio Attili, +2 more
1citations -
Improving performance estimation of a PCM-integrated solar chimney through reduced-order based data assimilation2026 International Journal of Numerical Methods for Heat & Fluid Flow article Physics and Astronomy Model Reduction and Neural Networks Open access
Diego R. Rivera, Ernesto F. Castillo, Douglas R. Q. Pacheco, Felipe Galarce
1citations -
Neural‐Initialized Newton: Accelerating Nonlinear Finite Elements via Operator Learning2026 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Kianoosh Taghikhani, Yusuke Yamazaki, Markus Apel, Reza Najian Asl, Shahed Rezaei
1citations
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