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Aachen papers per year
22
23
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25
Papers 12
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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 -
Fast Columnar Physics Analyses of Terabyte-Scale LHC Data on a Cache-Aware Dask Cluster2023 Computing and Software for Big Science article Computer Science Distributed and Parallel Computing Systems Open access
N. Eich, Martin Erdmann, P. Fackeldey, Benjamin Fischer, D. Noll, Yannik Alexander Rath
3citations -
One Flow to Correct Them all: Improving Simulations in High-Energy Physics with a Single Normalising Flow and a Switch2024 Computing and Software for Big Science article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Caio Daumann, M. Donegà, J. Erdmann, M. Galli, Jan Lukas Späh, D. Valsecchi
2citations -
Simulation of Dielectric Axion Haloscopes with Deep Neural Networks: A Proof-of-Principle2022 Computing and Software for Big Science article Physics and Astronomy Dark Matter and Cosmic Phenomena Open access
A. Jung, Bernardo Ary dos Santos, D. Bergermann, Tim Graulich, Maximilian Lohmann, Andrzej Novak, +3 more
1citations -
Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations2025 Computing and Software for Big Science article Computer Science Adversarial Robustness in Machine Learning Open access
Lucie Flek, Akbar Karimi, Timo Saala, Alexander G. Schmidt, M. Schott, Philipp Soldin, +1 more
0citations -
Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations2025 Computing and Software for Big Science article Computer Science Adversarial Robustness in Machine Learning Open access
Lucie Flek, A. Jung, Akbar Karimi, Timo Saala, Alexander SCHMIDT, Matthias Schott, +2 more
0citations
12 results
Most active Aachen authors
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Christopher H. Wiebusch 41,197 citations overall4 papers
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Philipp Soldin 959 citations overall4 papers
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Martin Erdmann 135,091 citations overall3 papers
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Alexander SCHMIDT 75,647 citations overall3 papers
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A. Stahl 171,869 citations overall2 papers
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J. Erdmann 108,650 citations overall2 papers
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Andrzej Novak 11,360 citations overall2 papers
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A. Jung 5,220 citations overall2 papers
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S. Schoppmann 4,325 citations overall2 papers
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D. Hellwig 3,817 citations overall2 papers
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P. Fackeldey 3,208 citations overall2 papers
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Jan Lukas Späh 1,155 citations overall2 papers
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S. Mondal 13,147 citations overall1 paper
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D. Noll 8,144 citations overall1 paper
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Jonas Glombitza 3,266 citations overall1 paper