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Papers matching “data modeling” 298

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

0

citations
Model-based identity, authentication, and authorization in data ecosystems
2026 RWTH Publications (RWTH Aachen) dissertation Social Sciences Access Control and Trust Open access

Jiahang Chen

0

citations
Uncertainty-aware modeling of hemolysis in rotary blood pumps using reduced-order models and Bayesian parameter estimation Parameterschätzung
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Mechanical Circulatory Support Devices Open access

Christopher Blum

0

citations
Concrete fatigue modeling and characterization across scales: lattice-discrete and microplane models rooted in a unified dissipative hypothesis
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Fatigue and fracture mechanics Open access

Mario Aguilar

0

citations
Machine learning in modeling of the dynamics of polymer electrolyte fuel cells
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Fuel Cells and Related Materials Open access

Wei Hua Zou

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
Generic occupant behavior modeling for commercial buildings
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

Romana Markovic

10

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
Advancing model-based analysis of tracer transport dynamics in plants
2026 RWTH Publications (RWTH Aachen) dissertation Agricultural and Biological Sciences Plant nutrient uptake and metabolism Open access

Hannah Lanzrath

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
Data-driven methods for accelerating microstructure-property analysis in metallic materials
2026 RWTH Publications (RWTH Aachen) dissertation Materials Science Machine Learning in Materials Science Open access

Zhang Chen

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
Yield modeling of agrivoltaic concepts
2026 RWTH Publications (RWTH Aachen) dissertation Environmental Science Photovoltaic Systems and Sustainability Open access

Anna Kujawa

0

citations
Modeling and simulation of electrochemical metallization memory cells for neuromorphic passive crossbar architecture
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Memory and Neural Computing Open access

Rana Walied Ahmad

0

citations
Automatic generation of building stock databases with hourly heat demand profiles for district analysis using large-scale available data
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

Luis Armando Blanco Bohorquez

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
Angular analysis of $B^0\rightarrow K^{*0}\mu^+\mu^-$ decays with the full LHCb Run 1 and 2 data sample
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Particle physics theoretical and experimental studies Open access

Leon Carus

0

citations
Coarsened data in theory and practice: challenges, considerations and opportunities
2025 Leiden Repository (Leiden University) dissertation Mathematics Statistical Methods and Bayesian Inference Open access

0

citations
Extended model predictive control software framework for real-time local management of complex energy systems
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Control Systems Optimization Open access

Gustavo Alejandro Aragón Cabrera

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
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