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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 physics-informed meta-learning framework for the continuous solution of parametric PDEs on arbitrary geometries2026 Computers & Structures article Physics and Astronomy Model Reduction and Neural Networks Open access
Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei
4citations -
The nature of point source fringes in mid-infrared spectra acquired with the James Webb Space Telescope2020 Astronomy and Astrophysics article Physics and Astronomy Astronomy and Astrophysical Research Open access
Ioannis Argyriou, P. Royer, Adrian Michael Glauser, Patrick J Kavanagh, Alvaro Labiano
46citations -
Parameter space exploration for the probabilistic damage stability method for dry cargo ships2023 International Journal of Naval Architecture and Ocean Engineering article Engineering Ship Hydrodynamics and Maneuverability Open access
Bas Milatz, Roy de Winter, Jelle D.J. van de Ridder, Martijn van Engeland, Francesco Mauro, Austin A. Kana
4citations -
Hard-to-Detect Fault Analysis in FinFET SRAMs2021 IEEE Transactions on Very Large Scale Integration (VLSI) Systems article Computer Science VLSI and Analog Circuit Testing Open access
Guilherme Cardoso Medeiros, Moritz Fieback, Lizhou Wu, Mottaqiallah Taouil, L. M. Bolzani Poehls, Said Hamdioui
15citations -
Time scales for nonlinear processes in preheating after multifield inflation with nonminimal couplings2020 Physical review. D/Physical review. D. article Physics and Astronomy Cosmology and Gravitation Theories Open access
Jorinde van de Vis, Rachel Nguyen, Evangelos I. Sfakianakis, John T. Giblin, David I. Kaiser
35citations -
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 -
Galaxy Light Profile Convolutional Neural Networks (GaLNets). I. Fast and Accurate Structural Parameters for Billion-galaxy Samples2022 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Rui Li, Nicola R. Napolitano, N. Roy, C. Tortora, F. La Barbera, Alessandro Sonnenfeld, +1 more
30citations -
Ions in the Thermosphere of Exoplanets: Observable Constraints Revealed by Innovative Laboratory Experiments2020 The Astrophysical Journal article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Jérémy Bourgalais, Nathalie Carrasco, Olivia Vénot, Lora Jovanović, Pascal Pernot, G. Tinetti
24citations -
Ions in the Thermosphere of Exoplanets: Observable Constraints Revealed by Innovative Laboratory Experiments2020 UCL Discovery (University College London) article Physics and Astronomy Stellar, planetary, and galactic studies
Jérémy Bourgalais, Nathalie Carrasco, Quentin Changeat, Olivia Vénot, Lora Jovanović, Pascal Pernot, +4 more
21citations