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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 -
Inferring firm-level supply chain networks with realistic systemic risk from industry sector-level data2026 Scientific Reports article Physics and Astronomy Complex Network Analysis Techniques Open access
Massimiliano Fessina, Giulio Cimini, Tiziano Squartini, Pablo Astudillo-Estévez, Diego Garlaschelli
1citations -
Survey on fan-beam computed tomography for radiotherapy: Imaging for dose calculation and delineation2023 Physics and Imaging in Radiation Oncology article Physics and Astronomy Advanced Radiotherapy Techniques Open access
Esther Decabooter, Guido C. Hilgers, Joke De Rouck, Koen Salvo, Hilde Bosmans, Brent van der Heyden, +5 more
6citations -
Equivalence of pseudogap and pairing energy in a cuprate high-temperature superconductor2024 arXiv (Cornell University) preprint Physics and Astronomy Physics of Superconductivity and Magnetism Open access
Jiasen Niu, Maialen Ortego Larrazabal, Thomas Gozlinski, Yudai Sato, Koen M. Bastiaans, Tjerk Benschop, +5 more
2citations -
Revolutionizing the CMS High-Level Trigger system at the HL-LHC with Next-Generation Triggers2026 CERN Document Server (European Organization for Nuclear Research) article Physics and Astronomy Particle Detector Development and Performance Open access
Elena Vernazza, M. Rovere, M. Musich, Bruno Afonso Fontana Santos Alves, Luca Ferragina, Jan Schulz
0citations -
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 -
Photometric Classifications of Evolved Massive Stars: Preparing for the Era of Webb and Roman with Machine Learning2021 The Astrophysical Journal article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Trevor Z. Dorn-Wallenstein, James R. A. Davenport, Daniela Huppenkothen, Emily M. Levesque
11citations -
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 -
Euclid preparation : XLII. A unified catalogue-level reanalysis of weak lensing by galaxy clusters in five imaging surveys2024 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Euclid Collaboration, Mauro Sereno, S. Farrens, L. Ingoglia, Giorgio Francesco Lesci, Lucie Baumont, +93 more
0citations -
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 -
Hierarchical Phase-Contrast Tomography Imaging: Applicability in biomedical research2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Physics and Astronomy Advanced X-ray Imaging Techniques Open access
Daniël Docter, Joseph Brunet, Vaishnavi Sabarigirivasan, Giel Lemmens, Birger Tielemans, Jon Sporring, +20 more
1citations