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Newton versus the machine: solving the chaotic three-body problem using deep neural networks2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Model Reduction and Neural Networks Open access cited by 1 patent
Philip G. Breen, Christopher N. Foley, Tjarda Boekholt, Simon Portegies Zwart
97citations -
A hybrid approach for solving the gravitational N-body problem with Artificial Neural Networks2023 Journal of Computational Physics article Physics and Astronomy Model Reduction and Neural Networks Open access
Veronica Saz Ulibarrena, Philipp Horn, Simon Portegies Zwart, Elena Sellentin, Barry Koren, Maxwell Xu Cai
7citations -
A Hybrid Approach for Solving the Gravitational N-Body Problem with Artificial Neural Networks2023 SSRN Electronic Journal preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Veronica Saz Ulibarrena, Philipp Horn, Simon Portegies Zwart, Elena Sellentin, Barry Koren, Maxwell Xu Cai
0citations -
Constraints on dark matter self-interaction from the internal density profiles of X-COP galaxy clusters2022 Astronomy and Astrophysics article Physics and Astronomy Dark Matter and Cosmic Phenomena Open access
D. Eckert, S. Ettori, Andrew Robertson, R. Massey, É. Pointecouteau, David Harvey, +1 more
63citations -
Mixed formulation of physics‐informed neural networks for thermo‐mechanically coupled systems and heterogeneous domains2023 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Ahmad Moeineddin, Michael Kaliske, Stefanie Reese, Shahed Rezaei
98citations -
A hyper-reduction method using adaptivity to cut the assembly costs of reduced order models2021 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Jack Hale, Elisa Schenone, Davide Baroli, Lars Beex, Stéphane Bordas
13citations -
Modeling and Testing Superconducting Artificial CPW Lines Suitable for Parametric Amplification2024 IEEE Transactions on Applied Superconductivity article Physics and Astronomy Superconducting and THz Device Technology
Fausto Patricio Mena, Francisco Pizarro, Boon-Kok Tan, David J. Thoen, J. J. A. Baselmans, Ricardo Finger
1citations -
Cosmic metal invaders: Intergalactic O VII as a tracer of the warm-hot intergalactic medium within cosmic filaments in the EAGLE simulation2023 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Toni Tuominen, J. Nevalainen, P. Heinämäki, Elmo Tempel, Nastasha Wijers, Massimiliano Bonamente, +2 more
10citations -
A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: comparison with finite element method2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Ali Harandi, Ahmad Moeineddin, Bai‐Xiang Xu, Stefanie Reese
216citations