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Papers matching “training data” 65

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Distributed online training of data-driven combustion models in reactive flow simulations
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Model Reduction and Neural Networks Open access

Tim Munoz Andres

0

citations
On data and knowledge transfer efficiency in deep learning
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Domain Adaptation and Few-Shot Learning Open access

Alessio Quercia

0

citations
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
Language model integration into acoustic model training
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Speech Recognition and Synthesis Open access

Wilfried Michel

0

citations
Investigations on neural networks, discriminative training criteria and error bounds
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Speech Recognition and Synthesis Open access

Markus Nußbaum-Thom

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
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
Performance and stability of solar cells and modules: from laboratory characterization to field data analysis
2025 JuSER (Forschungszentrum Jülich) dissertation Energy Photovoltaic System Optimization Techniques Open access

Timon S. Vaas

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
A data-driven methodology for precision flux density predictions for heliostat fields
2025 elib (German Aerospace Center) dissertation Energy Solar Thermal and Photovoltaic Systems Open access

Mathias Angelo Kuhl

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
Process-based machine learning for multi-physics and chemistry in geothermal applications: parameter estimation and optimization under uncertainties
2024 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Model Reduction and Neural Networks Open access

Ryan Santoso

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
Deep Learning-Based Prediction of Biomarkers from Colorectal Cancer Pathology Slides
2025 Qucosa (Saxon State and University Library Dresden) dissertation Computer Science AI in cancer detection Open access

Jan Niehues

0

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
Efficient coupling of highly parallel computational fluid dynamics simulations with deep learning on heterogeneous architectures
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Parallel Computing and Optimization Techniques Open access

Fabian Orland

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

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
Realization of the OmiLAXR framework in WebXR environments
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Online Learning and Analytics Open access

Alben Bekyarov

0

citations
Discriminative feature modeling for statistical speech recognition
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Speech Recognition and Synthesis Open access

Zoltán Tüske

1

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

0

citations
Digitale Histopathologie
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science AI in cancer detection Open access

Daniel Bug

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