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Papers matching “training data generation” 17

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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

0

citations
Generative AI-enhanced road distress identification and quantification under data-scarce and complex environmental conditions
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Infrastructure Maintenance and Monitoring Open access

0

citations
Sim2Real-Framework für KI-basierte Robotik in der Montage mittels synthetischer Datenerzeugung
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Robot Manipulation and Learning Open access

Oliver Petrović

0

citations
Data-Driven Modeling for Digital Representations in Energy Systems
2026 JuSER (Forschungszentrum Jülich) dissertation Engineering Power System Optimization and Stability Open access

Marcel Zimmer

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
Computational homogenization and data-driven surrogate modeling of mechanical metamaterials
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Cellular and Composite Structures Open access

Hooman Danesh

0

citations
Towards time-independent electrical impedance tomography reconstruction
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Electrical and Bioimpedance Tomography Open access

Jöran Rixen

0

citations
Implementing Smart Mobility in rural areas: innovative solutions and potential regional impact for the county of Heinsberg
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Transportation and Mobility Innovations Open access

Sophia-Marie Gross-Fengels

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
Statistische Charakterisierung und Modellierung von memristiven Bauelementen
2025 JuSER (Forschungszentrum Jülich) dissertation Engineering Advanced Memory and Neural Computing Open access

0

citations
District-scale energy and carbon footprint assessments of buildings
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

Maximilian Schildt

0

citations
Mehrfeld- und mehrskalige rechnerunterstützte Bruchmechanik und maschinell lernende Materialmodellierung
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Numerical methods in engineering Open access

Yousef Heider

10

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
Two-phase flow simulations in gas diffusion electrodes
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Fuel Cells and Related Materials Open access

Florian Wiesner

0

citations
Detektionssystem für Volumenfehler beim Rührreibschweißen basierend auf transienten Prozessdaten und Methoden künstlicher Intelligenz
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Welding Techniques Analysis Open access

Pascal Rabe

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
Korrektur des thermo-elastischen Maschinenfehlers von Fräsmaschinen mithilfe von künstlichen neuronalen Netzen und maschineninternen Daten; 1. Auflage
2025 dissertation Engineering Advanced Measurement and Metrology Techniques Open access

Mathias Dehn

0

citations

17 results