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High-Throughput FPGA-Based Inference of Gradient Tree Boosting Models for Position Estimation in PET Detectors2023 IEEE Transactions on Radiation and Plasma Medical Sciences article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access
Karl Krueger, Florian Mueller, Pierre Gebhardt, Bjoern Weissler, David Schug, Volkmar Schulz
17citations -
High throughput software-based gradient tree boosting positioning for PET systems2021 Biomedical Physics & Engineering Express article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access
Christian Wassermann, Florian Mueller, Thomas Dey, Janko Lambertus, David Schug, Volkmar Schulz, +1 more
8citations -
Euclid: Identifying the reddest high-redshift galaxies in the Euclid Deep Fields with gradient-boosted trees2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Theosamuele Signor, Laura Bisigello, M. Bolzonella, K. I. Caputi, Emanuele Daddi, G. De Lucia, +92 more
7citations -
Tree-based algorithms for weakly supervised anomaly detection2024 Physical review. D/Physical review. D. article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Thorben Finke, Marie Hein, Gregor Kasieczka, Michael Krämer, Alexander Mück, Parada Prangchaikul, +3 more
28citations -
Back To The Roots: Tree-Based Algorithms for Weakly Supervised Anomaly Detection2023 arXiv (Cornell University) preprint Physics and Astronomy Particle physics theoretical and experimental studies Open access
Thorben Finke, Marie Hein, Gregor Kasieczka, Michael Krämer, Alexander Mück, Parada Prangchaikul, +3 more
1citations -
Advancing Machine Learning for Stellar Activity and Exoplanet Period Rotation2024 arXiv (Cornell University) preprint Physics and Astronomy Stellar, planetary, and galactic studies Open access
Fatemeh Fazel Hesar, Bernard H. Foing, Ana Maria Heras, Mojtaba Raouf, Victoria Foing, Shima Javanmardi, +1 more
0citations -
A semi‐monolithic detector providing intrinsic DOI‐encoding and sub‐200 ps CRT TOF‐capabilities for clinical PET applications2022 Medical Physics article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access cited by 1 patent
Florian Mueller, Stephan Naunheim, Yannick Kuhl, David Schug, Torsten Solf, Volkmar Schulz
52citations -
Improving the Timing Resolution of Positron Emission Tomography Detectors Using Boosted Learning—A Residual Physics Approach2023 IEEE Transactions on Neural Networks and Learning Systems article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access
Stephan Naunheim, Yannick Kuhl, David Schug, Volkmar Schulz, Florian Mueller
24citations -
A machine-learning classifier for LOFAR radio galaxy cross-matching techniques2022 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access
L. Alegre, J. Sabater, P. N. Best, G. Gürkan, M. J. Hardcastle, R. Kondapally, +2 more
19citations -
A finely segmented semi‐monolithic detector tailored for high‐resolution PET2024 Medical Physics article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access cited by 1 patent
Yannick Kuhl, Stephan Naunheim, M. Bovelett, Janko Lambertus, David Schug, Bjoern Weissler, +3 more
14citations -
Angular Irradiation Methods for DOI Calibration of Light-Sharing Detectors—A Perspective for PET In-System Calibration2023 IEEE Transactions on Radiation and Plasma Medical Sciences article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access cited by 1 patent
Yannick Kuhl, Stephan Naunheim, David Schug, Volkmar Schulz, Florian Mueller
11citations -
Enhancing searches for astrophysical neutrino sources in IceCube with machine learning and improved spatial modeling2025 International Cosmic Ray Conference conference-paper Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
Leo Seen, Tianlu Yuan, Lu Lü, Matthias Thiesmeyer, Albrecht Karle, M. Ackermann, +90 more
0citations -
Optimizing the Rotation Period of Active Host Stars in Exoplanet Systems: Using Kepler Light Curve Data with Machine Learning2025 Lecture notes in networks and systems conference-paper Physics and Astronomy Stellar, planetary, and galactic studies
Fatemeh Fazel Hesar, Mojtaba Raouf, Bernard H. Foing, Ana Maria Heras, Victoria Foing, Shima Javanmardi, +1 more
0citations