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Papers matching “training data selection” 14

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Towards generalized machine learning models for dislocation image analysis: a parametric based synthetic data approach
2025 JuSER (Forschungszentrum Jülich) dissertation Materials Science Machine Learning in Materials Science Open access

Kishan Govind

0

citations
Adaptive data generation framework for machine learning models in nonlinear structural dynamics
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Control Systems and Identification Open access

Pavle Milicevic

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citations
Translationale Modellierung der Wirksamkeit von Medikamenten in Krebspatienten
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Computational Drug Discovery Methods Open access

Lisa-Katrin Schätzle

0

citations
Refining weakly supervised anomaly detection for new physics searches
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Particle physics theoretical and experimental studies Open access

Marie Hein

0

citations
Reinforcement learning for real-world production systems
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Reinforcement Learning in Robotics Open access

0

citations
Efficient person detection with LiDAR sensors for mobile robots
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Advanced Neural Network Applications Open access

Dan Ping Jia

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citations
Search for small-scale arrival direction correlations driven by transformer-based cosmic-ray-mass estimators at the Pierre Auger Observatory
2025 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

0

citations
Performance evaluation of cross-environment learning strategies for beam prediction in millimeter-wave networks
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

Jan Bjarne Schaper

0

citations
Datenbasierte Parameteroptimierung der Zellfinalisierung durch maschinelles Lernen im Produktionshochlauf in der Batterieproduktion
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Battery Technologies Research Open access

Sarah Wennemar

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citations
Geoinformation-based models for adapting urban drainage to climate change challenges
2021 RWTH Publications (RWTH Aachen) dissertation Environmental Science Urban Stormwater Management Solutions Open access

Jan Echterhoff

0

citations
Unsupervised learning for defect segmentation in in-line industrial X-ray computed tomography
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Industrial Vision Systems and Defect Detection Open access

Virginia Florian

0

citations
Search for excited leptons in contact interaction and Z decay channels in pp collisions at $\sqrt{s}$ = 13 TeV with the CMS experiment at the LHC
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Particle physics theoretical and experimental studies Open access

Fabian Nowotny

0

citations
Radiomics in Breast MRI: Classification of contrast-enhancing lesions by their dignity using two conventional machine learning algorithms
2020 RWTH Publications (RWTH Aachen) dissertation Medicine Radiomics and Machine Learning in Medical Imaging Open access

Hannah Sophia Schneider

0

citations
Measurement of the $t\bar{t}H$ production cross section and search for $tH$ production in a fiducial phase space in the $H\to\gamma\gamma$ decay channel at $\sqrt{s}=13.6\,\mathrm{TeV}$ with the CMS experiment
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Particle physics theoretical and experimental studies Open access

Florian Mausolf

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citations

14 results