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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 -
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 -
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 -
The bias of dark matter tracers: assessing the accuracy of mapping techniques2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Marcos Pellejero-Ibáñez, A. Balaguera-Antolínez, Francisco-Shu Kitaura, Raúl E. Angulo, Gustavo Yepes, Chia-Hsun Chuang, +4 more
22citations -
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 -
Directly tracing the vertical stratification of molecules in protoplanetary disks2022 Astronomy and Astrophysics article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Teresa Paneque-Carreño, Anna Miotello, Ewine F. van Dishoeck, Benoît Tabone, Andrés F. Izquierdo, Stefano Facchini
59citations -
The SAMI Galaxy Survey: the third and final data release2021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
S. M. Croom, Matt S. Owers, Nicholas Scott, Henry Poetrodjojo, Brent A Groves, Jesse van de Sande, +35 more
112citations -
Euclid : Impact of halo mass-conversion model assumptions on galaxy cluster number-count analyses2026 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
T. Gayoux, Pier-Stefano Corasaniti, Tamara R. G. Richardson, Scott T. Kay, Amandine M. C. Le Brun, Lauro Moscardini, +94 more
0citations -
Ray-traced weak lensing convergence in screened modified gravity theories2026 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Cosmology and Gravitation Theories Open access
Mattia Pantiri, Matthieu Schaller, Alessandra Silvestri, Jeger C. Broxterman, Joop Schaye
0citations -
Bayesian galactic cartography via Gaussian processes: dark matter and interstellar gas : towards a new era of data-driven high-dimensional modelling in astrophysics0citations
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Euclid : Impact of halo mass-conversion model assumptions on galaxy cluster number-count analyses2026 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
T. Gayoux, Pier-Stefano Corasaniti, Tamara R. G. Richardson, Scott T. Kay, Amandine M. C. Le Brun, Lauro Moscardini, +94 more
0citations -
An ALMA survey of the SCUBA-2 cosmology legacy survey UKIDSS/UDS field: Dust attenuation in high-redshift Lyman-break galaxies2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
M. P. Koprowski, K. E. K. Coppin, J. E. Geach, U Dudzevičiūtė, Ian R. Smail, O. Almaini, +24 more
14citations -
A practical introduction to electrochemical atomic force microscopy and scanning tunneling microscopy2026 Journal of Physics Energy article Physics and Astronomy Force Microscopy Techniques and Applications Open access
Inhee Park, Austin D. Ready, Rayan Alaufey, Robert M. Kostecki, Florian Hausen
0citations -
High turbulence in the IM Lup protoplanetary disk: Direct observational constraints from CN and C$_2$H emission2023 arXiv (Cornell University) preprint Physics and Astronomy Astrophysics and Star Formation Studies Open access
T. Paneque-Carreño, Andrés F. Izquierdo, Richard D. Teague, Anna Miotello, Edwin A. Bergin, Ryan A. Loomis, +1 more
0citations
22 results