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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 -
Left ventricular thrombus after acute ST-segment elevation myocardial infarction: multi-parametric cardiac magnetic resonance imaging with long-term outcomes2022 The International Journal of Cardiovascular Imaging article Medicine Cardiac tumors and thrombi Open access
Ruo‐Yang Shi, Binghua Chen, Chong‐Wen Wu, Luke David Wesemann, Jiani Hu, Jianrong Xu, +3 more
4citations -
An Efficient Method for Multi-Parameter Mapping in Quantitative MRI Using B-Spline Interpolation2020 EUR Research Repository (Erasmus University Rotterdam) article Medicine Advanced MRI Techniques and Applications Open access
Willem van Valenberg, Stefan Klein, Frans M. Vos, Kirsten Koolstra, Lucas J. van Vliet, Dirk H. J. Poot
12citations -
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 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 -
Mapping Boryl Radical Properties and Reactivity Using Machine Learning: The B‐Rad and React‐B‐Rad Maps2025 Angewandte Chemie International Edition article Chemistry Organoboron and organosilicon chemistry
Beatriz Peñín, Nil Sanosa, Cecilia Merino‐Robledillo, Aimara García‐Camacho, Diego Sampedro, Julian A. Hueffel, +1 more
2citations -
Time-efficient combined morphologic and quantitative joint MRI: an in situ study of standardized knee cartilage defects in human cadaveric specimens2024 European Radiology Experimental article Medicine Advanced MRI Techniques and Applications Open access
Teresa Lemainque, Nicola Pridöhl, Shuo Zhang, Marc Huppertz, Manuel Post, Can Yüksel, +5 more
0citations -
An extensible set of parent elements to facilitate the isoparametric concept for polygons at finite strains: A scaled boundary finite element approach2025 Computer Methods in Applied Mechanics and Engineering article Engineering Numerical methods in engineering Open access
Ean Tat Ooi, Bjorn Sauren, Sundararajan Natarajan, Chongmin Song
13citations -
Brain Tumor Characterization Using Multiple MR Parameters From Multi‐Contrast EPI With Keyhole ( GE ‐ SE EPIK ) Including Oxygen Extraction Fraction: A Comparison to O‐(2‐[ 18F ]Fluoroethyl)‐L‐Tyrosine (FET) Positron Emission Tomography2025 Journal of Magnetic Resonance Imaging article Medicine Advanced MRI Techniques and Applications Open access
Fabian Küppers, Mohamed Kassem, Seong Dae Yun, Gabriele Stoffels, Christian Filß, Norbert Galldiks, +5 more
1citations -
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