Machine Learning Science and Technology Sign in to save
Aachen papers per year
Papers 19
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An open-source robust machine learning platform for real-time detection and classification of 2D material flakes2024 Machine Learning Science and Technology article Engineering Industrial Vision Systems and Defect Detection Open access
Jan-Lucas Uslu, Taoufiq Ouaj, David Tebbe, Jo Henri Bertram, Marc Schütte, Kenji Watanabe, +4 more
25citations -
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 -
Quantum generative modeling for financial time series with temporal correlations2026 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access
David Dechant, Eliot Jan Etienne Schwander, Lucas Van Drooge, Charles Moussa, Diego Garlaschelli, Vedran Dunjko, +1 more
3citations -
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 -
Optimising entanglement distribution policies under classical communication constraints assisted by reinforcement learning2025 Machine Learning Science and Technology article Computer Science Quantum Information and Cryptography Open access
J Li, Tim Coopmans, Patrick Emonts, Kenneth Goodenough, Jordi Tura, Evert van Nieuwenburg
1citations -
Noise2Filter: fast, self-supervised learning and real-time reconstruction for 3D computed tomography2020 Machine Learning Science and Technology article Physics and Astronomy Advanced X-ray Imaging Techniques Open access cited by 2 patents
Marinus J. Lagerwerf, Allard A. Hendriksen, Jan‐Willem Buurlage, Kees Joost Batenburg
1citations -
An exploration of contrastive self-supervised learning for reconstructed atom probe tomography data2026 Machine Learning Science and Technology article Engineering Advanced Materials Characterization Techniques Open access
Janis A. Sälker, Marcus Hans, Jochen M. Schneider, Raheleh Hadian
0citations -
An exploration of contrastive self-supervised learning for reconstructed atom probe tomography data2026 Machine Learning Science and Technology article Engineering Advanced Materials Characterization Techniques Open access
Janis A. Sälker, Marcus Hans, Jochen M. Schneider, Raheleh Hadian
0citations -
Deep learning framework for enhanced neutrino reconstruction of single-line events in the ANTARES telescope2026 Machine Learning Science and Technology article Physics and Astronomy Neutrino Physics Research Open access
A. Albert, M. Ardid, S. Ardid, J.J. Aubert, J. Aublin, B. Baret, +91 more
0citations
19 results
Most active Aachen authors
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Evert van Nieuwenburg 2,023 citations overall6 papers
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Vedran Dunjko 6,085 citations overall3 papers
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Jordi Tura 2,031 citations overall3 papers
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Felix Frohnert 22 citations overall3 papers
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Jochen M. Schneider 17,292 citations overall2 papers
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Marcus Hans 2,489 citations overall2 papers
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Humberto Reyes-González 433 citations overall2 papers
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Janis A. Sälker 46 citations overall2 papers
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Michael Krämer 22,870 citations overall1 paper
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Christoph Stampfer 17,108 citations overall1 paper
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S. Viti 16,646 citations overall1 paper
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M. de Jong 11,522 citations overall1 paper
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Bernd Beschoten 9,521 citations overall1 paper
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Kees Joost Batenburg 7,642 citations overall1 paper
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Diego Garlaschelli 7,402 citations overall1 paper