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Aspen Open Jets: unlocking LHC data for foundation models in particle physics2025 Machine Learning Science and Technology article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Oz Amram, Luca Anzalone, Joschka Birk, Darius A. Faroughy, Anna Hallin, Gregor Kasieczka, +3 more
7citations -
Using physics-informed enhanced super-resolution generative adversarial networks for subfilter modeling in turbulent reactive flows2021 Proceedings of the Combustion Institute article Physics and Astronomy Model Reduction and Neural Networks Open access
Mathis Bode, Michael Gauding, Zeyu Lian, Dominik Denker, Marco Davidovic, Konstantin Kleinheinz, +2 more
150citations -
Discriminative versus generative approaches to simulation-based inference2025 Machine Learning Science and Technology article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Benjamin Sluijter, Sascha Diefenbacher, W. Bhimji, Benjamin Philip Nachman
3citations -
Morphological classification of radio galaxies with Wasserstein generative adversarial network-supported augmentation2023 RAS Techniques and Instruments article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Lennart Rustige, Janis Kummer, Florian Griese, K. Borras, M. Brüggen, Patrick Connor, +4 more
14citations -
Extremely deep 150 MHz source counts from the LoTSS Deep Fields2021 Astronomy and Astrophysics article Physics and Astronomy Radio Astronomy Observations and Technology Open access
Isabella Prandoni, Huib T. Intema, Cyril Tasse, Reinout J. van Weeren, K. L. Emig, Dominik J. Schwarz, +5 more
50citations -
Measurement of the 1-jettiness event shape observable in deep-inelastic electron-proton scattering at HERA2024 The European Physical Journal C article Physics and Astronomy Particle physics theoretical and experimental studies Open access
V. Andreev, M. Arratia, A. Baghdasaryan, Austin Baty, K. Begzsuren, A. E. Bolz, +93 more
6citations -
Deciphering stellar metallicities in the early Universe: case study of a young galaxy at z = 4.77 in the MUSE eXtremely Deep Field2022 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Jorryt Matthee, A. Feltre, Michael V. Maseda, Themiya Nanayakkara, Leindert Boogaard, Roland M. Bacon, +5 more
13citations -
A multi-centre evaluation of deep learning based radiotherapy planning for left-sided node-negative breast cancer2025 Physics and Imaging in Radiation Oncology article Physics and Astronomy Advanced Radiotherapy Techniques Open access
Marlie Besouw, Niels van Acht, Dave van Gruijthuijsen, Thérèse van Nunen, Jorien van der Leer, Maurice van der Sangen, +7 more
0citations -
Shared Data and Algorithms for Deep Learning in Fundamental Physics2022 Computing and Software for Big Science article Physics and Astronomy Particle physics theoretical and experimental studies Open access
L. Benato, Erik Buhmann, Martin Erdmann, P. Fackeldey, Jonas Glombitza, N. M. Hartmann, +7 more
25citations -
Unbinned deep learning jet substructure measurement in high Q2 ep collisions at HERA2023 Physics Letters B article Physics and Astronomy Particle physics theoretical and experimental studies Open access
V. Andreev, M. Arratia, A. Baghdasaryan, A. Baty, K. Begzsuren, A. E. Bolz, +93 more
21citations -
Shared Data and Algorithms for Deep Learning in Fundamental Physics2021 RWTH Publications (RWTH Aachen) article Physics and Astronomy Particle physics theoretical and experimental studies Open access
L. Benato, Erik Buhmann, Martin Erdmann, P. Fackeldey, Jonas Glombitza, Gregor Kasieczka, +4 more
0citations -
Observation and differential cross section measurement of neutral current DIS events with an empty hemisphere in the Breit frame2024 The European Physical Journal C article Physics and Astronomy Particle physics theoretical and experimental studies Open access
V. Andreev, M. Arratia, A. Baghdasaryan, Austin Baty, K. Begzsuren, A. E. Bolz, +89 more
5citations -
The abundance and nature of high-redshift quiescent galaxies from JADES spectroscopy and the FLAMINGO simulations2025 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
William Baker, Seunghwan Lim, Francesco D’Eugenio, R. Maiolino, Zhiyuan Ji, Santiago Arribas, +17 more
43citations -
Cosmology from LOFAR Two-metre Sky Survey Data Release 2: angular clustering of radio sources2023 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Catherine Laura Hale, Dominik J. Schwarz, P. N. Best, Szymon J. Nakoneczny, David Alonso, David Bacon, +12 more
15citations -
When Spectral Modeling Meets Convolutional Networks: A Method for Discovering Reionization-era Lensed Quasars in Multiband Imaging Data2023 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
I.T Andika, K. Jahnkę, Arjen van der Wel, Eduardo Bañados, Sarah E. I. Bosman, Frederick B. Davies, +5 more
8citations