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Papers matching “transferable machine learning” 15

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LiDAR-based mmwave beam prediction: a hardware-aware trade-off analysis of classical machine learning, deep learning, and hybrid approaches
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

Barış Sayitoğlu

0

citations
Machine learning based computer vision in fracture surface evaluation
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Fatigue and fracture mechanics Open access

Johannes Rosenberger

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
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
A multitask latent space learning framework for modeling and inversion of structure–property relationships
2026 RWTH Publications (RWTH Aachen) dissertation Materials Science Machine Learning in Materials Science Open access

Tarek Iraki

0

citations
KI-basierte Fahrzeugsegmentierung korrosionskritischer Konstruktionen durch die Analyse konstruktiver Maßnahmen, Elektrolytbeanspruchung und Bauteileigenschaften
2026 RWTH Publications (RWTH Aachen) dissertation Materials Science Corrosion Behavior and Inhibition Open access

Marcel Gollé‐Leidreiter

0

citations
Switching behavior of hexagonal boron nitride based memristors for applications in neuromorphic hardware
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Memory and Neural Computing Open access

Lukas Völkel

0

citations
Reduktion des Bedarfs an Trainingsdaten bei der domänenübergreifenden Anwendung von Qualitätsprognosemodellen
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Fault Detection and Control Systems Open access

Nils Klasen

0

citations
Wireless channel modeling and estimation by artificial neural networks; 1. Auflage
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

0

citations
Combining lattice Boltzman simulation and synchrotron imaging to study bubble dynamics in electrodes of vanadium redox flow batteries
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced battery technologies research Open access

Kangjun Duan

0

citations
Modellierungsansatz zur Vorhersage der mechanischen und rheologischen Eigenschaften von Polypropylen-Compounds
2025 RWTH Publications (RWTH Aachen) dissertation Materials Science Machine Learning in Materials Science Open access

0

citations
Computational modeling analysis of the biotechnological exploitability of cyanobacteria photosynthesis considering the spectral light distribution
2026 RWTH Publications (RWTH Aachen) dissertation Biochemistry, Genetics and Molecular Biology Photosynthetic Processes and Mechanisms Open access

Tobias Pfennig

0

citations
Anwendung der Reduzierten Basismethode in Geophysikalischen Simulationen: Konzepte, Implementierung, Vorteile und Einschränkungen
2020 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Model Reduction and Neural Networks Open access

Denise Degen

9

citations
Abschätzung der Wärmeleitfähigkeit von Materialien der Medizintechnik auf Basis einer Temperaturvorhersage zur Absicherung minimalinvasiver Bohrprozesse
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Heat Transfer and Numerical Methods Open access

Anna-Lena Julia Schnell

0

citations
Lernende Prozesskraftmodellierung zur Planung und Überwachung in der Einzelteilfertigung für Fräsanwendungen; 1. Auflage
2025 dissertation Engineering Advanced machining processes and optimization Open access

Marian Wiesch

0

citations

15 results