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Papers matching “simulated data” 152

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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
Microscopic 2D-modeling of driver behavior based on trajectory data from real traffic, driving simulation and traffic simulation
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Traffic control and management Open access

Jan Moritz Berghaus

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
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
Data-enhanced model predictive wind turbine control
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Wind Turbine Control Systems Open access

0

citations
A high-performance framework for SARS-CoV-2 via data-driven agent-based modeling of infectious dynamics
2026 RWTH Publications (RWTH Aachen) dissertation Mathematics COVID-19 epidemiological studies Open access

Sascha Korf

0

citations
Stochastic and deterministic algorithms for set-based data-driven computational mechanics
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Model Reduction and Neural Networks Open access

E. Prume

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
Computational modelling of human electrophysiological data
2025 RWTH Publications (RWTH Aachen) dissertation Neuroscience Neural dynamics and brain function Open access

Maxion Anna

0

citations
Voxel-based modelling of quality-relevant geometric data for a holistic quality assurance in additive manufacturing
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Additive Manufacturing and 3D Printing Technologies Open access

Jonas Großeheide

0

citations
Extreme flooding in southeast Texas in light of paleoflood and hydroclimate data
2022 dissertation Environmental Science Flood Risk Assessment and Management Open access

Joeri B. Reinders

1

citations
Nicht-parametrische Schätzung von Kundensegmenten mit Paneldaten
2021 RWTH Publications (RWTH Aachen) dissertation Computer Science Bayesian Methods and Mixture Models Open access

Johannes Ferdinand Jörg

1

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
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
A parallel-in-space simulator for accelerating power system simulation on graphics processing units
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Parallel Computing and Optimization Techniques Open access

Junjie Zhang

0

citations
Scalable real-time ride-sharing with meeting points for flexible on-demand public transportation
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Transportation and Mobility Innovations Open access

Sevket Gökay

1

citations
Efficiency and scalability exploration of an application-specific instruction-set processor for deep convolutional neural networks
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Advanced Neural Network Applications Open access

Andreas Bytyn

0

citations
Eine inverse Methode zur Analyse des Wärmeübergangs einer konvektiv gekühlten Gasturbinenschaufel
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Turbomachinery Performance and Optimization Open access

Viola Dehe

0

citations
Enabling the digital transformation in materials science and engineering: leveraging ontologies for knowledge representation, provenance, and text mining
2025 JuSER (Forschungszentrum Jülich) dissertation Computer Science Semantic Web and Ontologies Open access

0

citations
BIM information management for thermal energetic simulation of building service systems
2020 RWTH Publications (RWTH Aachen) dissertation Engineering BIM and Construction Integration Open access

Reinhard Wimmer

0

citations
Ein auf Echtzeitsimulation dynamischer Phasoren basierender digitaler Zwilling für elektrische Netze
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Real-time simulation and control systems Open access

Markus Mirz

5

citations
Validation of room acoustic simulation models
2020 dissertation Computer Science Speech and Audio Processing Open access

Lukas Aspöck

9

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
Trigger and calibration studies for the OSIRIS pre-detector of the JUNO experiment
2025 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Neutrino Physics Research Open access

Runxuan Liu

0

citations
Effiziente Antriebskonzeptauslegung auf Basis automatisch generierter Fahrzyklen für elektrisch angetriebene Nutzfahrzeuge
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Electric and Hybrid Vehicle Technologies Open access

Gordon Witham

0

citations