Papers matching “heterogeneous model integration” 14
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Integration of physics-informed operator learning and finite element method for parametric learning of partial differential equations2024 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Ahmad Moeineddin, Michael Kaliske, Markus Apel
0citations -
SPiFOL: A Spectral-based physics-informed finite operator learning for prediction of mechanical behavior of microstructures2025 Journal of the Mechanics and Physics of Solids article Physics and Astronomy Model Reduction and Neural Networks Open access
Ali Harandi, Hooman Danesh, Kevin Linka, Stefanie Reese, Shahed Rezaei
18citations -
A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access
Yusuke Yamazaki, Mayu Muramatsu, Alexandre Viardin, Markus Apel, Tim Brepols, Stefanie Reese, +1 more
39citations -
A Finite Operator Learning Technique for Mapping the Elastic Properties of Microstructures to Their Mechanical Deformations2024 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Reza Najian Asl, Shirko Faroughi, Mahdi Asgharzadeh, Ali Harandi, Rasoul Najafi Koopas, +3 more
27citations -
Parallel implementation and performance of super-resolution generative adversarial network turbulence models for large-eddy simulation2024 Computers & Fluids article Physics and Astronomy Model Reduction and Neural Networks Open access
Ludovico Nista, Christoph Schumann, P. Petkov, Temistocle Grenga, Jonathan F. MacArt, Antonio Attili, +2 more
11citations -
Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access
Rasoul Najafi Koopas, Shahed Rezaei, Natalie Rauter, Richard Ostwald, Rolf Lammering
5citations -
A numerical framework for Newtonian-noise estimation at the Einstein telescope: 2D simulations beyond the plane-wave approximation2026 Classical and Quantum Gravity article Physics and Astronomy Pulsars and Gravitational Waves Research Open access
Patrick Schillings, Shi Yao, Johannes Erdmann, Andreas Rietbrock
0citations -
The FLAMINGO simulation view of cluster progenitors observed in the epoch of reionization with JWST2024 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Seunghwan Lim, Sandro Tacchella, Joop Schaye, Matthieu Schaller, Jakob M. Helton, Roi Kugel, +1 more
23citations -
The FLAMINGO simulation view of cluster progenitors observed in the epoch of reionization with JWST2024 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Seunghwan Lim, Sandro Tacchella, Joop Schaye, Matthieu Schaller, Jakob M. Helton, Roi Kugel, +1 more
0citations
14 results