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Papers matching “training data” 25

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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
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
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
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
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
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
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
Control of personalized thermal conditioning systems
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

Henning Metzmacher

1

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
Prozessdatenbasierte Qualitätsprädiktion und -regelung des Metall-Ultraschallschweißprozesses
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Welding Techniques Analysis Open access

Florian W. Müller

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

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

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
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
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
Volumetric error model for online machine tool compensation
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Measurement and Metrology Techniques Open access

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
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
Unfolding synergies between high-frequency circuit design and neighbouring electrical engineering domains
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Electromagnetic Compatibility and Noise Suppression Open access

Lukas Hüssen

0

citations
Einflussanalyse der Designmerkmale und Komponentenauswahl von blutführenden ECMO-Kreislaufkomponenten auf Blutschädigung und Patienteninteraktion - ein Schritt in Richtung in-silico klinischer Studien
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Mechanical Circulatory Support Devices Open access

Lars Fischer

0

citations
Queueing-based methods for timetable-independent performance analysis of railway nodes
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Railway Systems and Energy Efficiency Open access

Tamme Emunds

0

citations
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

25 results