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JAX-COSMO: An End-to-End Differentiable and GPU Accelerated Cosmology Library2023 The Open Journal of Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access
J.E. Campagne, François Lanusse, Joe Zuntz, A. Boucaud, Santiago Casas, Minas Karamanis, +4 more
54citations -
JAX-COSMO: An End-to-End Differentiable and GPU Accelerated Cosmology Library2023 The Open Journal of Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access
J.E. Campagne, François Lanusse, Joe Zuntz, A. Boucaud, Santiago Casas, Minas Karamanis, +4 more
1citations -
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 -
Identification of multicomponent LOFAR sources with multimodal deep learning2024 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access
L. Alegre, P. N. Best, J. Sabater, Huub J. A. Röttgering, M. J. Hardcastle, Wendy L. Williams
3citations -
Surrogate-free machine learning-based organ dose reconstruction for pediatric abdominal radiotherapy2020 Physics in Medicine and Biology article Physics and Astronomy Advanced Radiotherapy Techniques Open access
Marco Virgolin, Ziyuan Wang, Brian V. Balgobind, Irma W.E.M. van Dijk, J. Wiersma, P.S. Kroon, +8 more
3citations -
FlexibleSUSY extended to automatically compute physical quantities in any beyond the standard model theory: Charged lepton flavor violation processes, Higgs decays, and user-defined observables2024 Computer Physics Communications article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Uladzimir Khasianevich, Wojciech Kotlarski, Dominik Stöckinger, Alexander Voigt
1citations -
Sensor Scan Simulation for Automated Tuning of Gate-Defined Semiconductor Quantum Dots2026 Zenodo (CERN European Organization for Nuclear Research) article Physics and Astronomy Semiconductor Quantum Structures and Devices Open access
Benjamin Papajewski, Sarah Fleitmann, Fabian Hader, Karin Havemann, Jan Friedrich Vogelbruch, Simon Humpohl, +1 more
0citations -
Sensor Scan Simulation for Automated Tuning of Gate-Defined Semiconductor Quantum Dots2026 Zenodo (CERN European Organization for Nuclear Research) article Physics and Astronomy Semiconductor Quantum Structures and Devices Open access
Benjamin Papajewski, Sarah Fleitmann, Fabian Hader, Karin Havemann, Jan Friedrich Vogelbruch, Simon Humpohl, +1 more
0citations -
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 -
CosmicNet II: emulating extended cosmologies with efficient and accurate neural networks2022 Journal of Cosmology and Astroparticle Physics article Physics and Astronomy Cosmology and Gravitation Theories Open access
Sven Günther, Julien Lesgourgues, Georgios Samaras, Nils Schöneberg, Florian Stadtmann, Christian Fidler, +1 more
34citations -
The GAMBIT Universal Model Machine: from Lagrangians to likelihoods2021 The European Physical Journal C article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Sanjay Bloor, Tomás E. Gonzalo, Pat Scott, Christopher Chang, Are Raklev, José Eliel Camargo-Molina, +4 more
21citations -
Euclid : Searches for strong gravitational lenses using convolutional neural nets in Early Release Observations of the Perseus field2025 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
R Pearce-Casey, B.C Nagam, Valerio Busillo, L. Ulivi, I.T Andika, L. Leuzzi, +15 more
18citations -
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 millikelvin scanning tunneling microscope in ultra-high vacuum with adiabatic demagnetization refrigeration2021 Kölner Universitäts PublikationsServer (Universität zu Köln) article Physics and Astronomy Surface and Thin Film Phenomena
Taner Esat, Peter Borgens, Xiaosheng Yang, Peter Coenen, Vasily Cherepanov, Andrea Raccanelli, +2 more
17citations -
A Portable Chip-Based NMR Relaxometry System With Arbitrary Phase Control for Point-of-Care Blood Analysis2023 IEEE Transactions on Biomedical Circuits and Systems article Physics and Astronomy NMR spectroscopy and applications
Frederik Dreyer, Qing Yang, Belal M.K. Alnajjar, Daniel Krüger, Bernhard Blümich, Jens Anders
16citations