From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “data-driven modeling” 43

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

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
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
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
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
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
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
Bayesian galactic cartography via Gaussian processes: dark matter and interstellar gas : towards a new era of data-driven high-dimensional modelling in astrophysics
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Stellar, planetary, and galactic studies Open access

Laurin Söding

0

citations
Technology-enhanced data-driven approach for additive manufacturing education
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Engineering Education and Curriculum Development Open access

Gustavo Melo

0

citations
Data-driven decision making in software modernization
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Software Engineering Research Open access

Johanna Grahl

0

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

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
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
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
Zweistufige modellprädiktive Regelung für den Luftpfad eines aufgeladenen Ottomotors mit Abgasrückführung
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Control Systems Optimization Open access

Martin Keller

1

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
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
Entwicklung eines Softsensors für hydraulische Schieberventile
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Hydraulic and Pneumatic Systems Open access

Simon Hans Gerd Hermann Hucko

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
Investigation of hybrid modeling approaches for quality predictions in the injection molding process
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Injection Molding Process and Properties Open access

Manuel Wenzel

0

citations
Data-based residence time estimation for continuous process data series based on the example of a sinter plant for the prediction of return fines
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Iron and Steelmaking Processes Open access

Emanuel Kashi Thienpont

0

citations
A multitask latent space learning framework for modeling and inversion of structure–property relationships
2026 RWTH Publications (RWTH Aachen) dissertation Materials Science Machine Learning in Materials Science Open access

Tarek Iraki

0

citations
Development and improvement of quantitative composition analysis methods for species relevant to gas industry with benchtop NMR spectroscopy
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy NMR spectroscopy and applications Open access

Sergio Alejandro Ortiz Restrepo

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
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