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Papers matching “data-driven methods” 25

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

Johanna Grahl

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
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
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
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
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
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
Moment method for polyatomic gases : from modelling to numerical simulations
2025 RWTH Publications (RWTH Aachen) dissertation Mathematics Gas Dynamics and Kinetic Theory Open access

Vladimir Đorđić

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
Abschätzung der Wärmeleitfähigkeit von Materialien der Medizintechnik auf Basis einer Temperaturvorhersage zur Absicherung minimalinvasiver Bohrprozesse
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Heat Transfer and Numerical Methods Open access

Anna-Lena Julia Schnell

0

citations
Synthesis and analysis of neural-network-based control in cyber-physical systems
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Formal Methods in Verification Open access

László Antal

0

citations
Uncertainty quantification in machine learning: confidence intervals for high-dimensional regression
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Sparse and Compressive Sensing Techniques Open access

Frederik Hoppe

0

citations
Towards bridging the gap between the design and operation of borehole heat exchangers
2025 RWTH Publications (RWTH Aachen) dissertation Energy Geothermal Energy Systems and Applications Open access

Elisa Heim

0

citations
Refining weakly supervised anomaly detection for new physics searches
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Particle physics theoretical and experimental studies Open access

Marie Hein

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
Fabrication forecasting of laser powder bed fusion processes with deep learning models
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Additive Manufacturing Materials and Processes Open access

0

citations
Microstructure-informed mechanics and fracture behavior of open-porous materials
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Composite Material Mechanics Open access

Rajesh Chandrasekaran

1

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
KI-basierte Fahrzeugsegmentierung korrosionskritischer Konstruktionen durch die Analyse konstruktiver Maßnahmen, Elektrolytbeanspruchung und Bauteileigenschaften
2026 RWTH Publications (RWTH Aachen) dissertation Materials Science Corrosion Behavior and Inhibition Open access

Marcel Gollé‐Leidreiter

0

citations
Rendering realistic weight sensations in virtual reality with personalized electrical muscle stimulation
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Teleoperation and Haptic Systems Open access

Apostolos Vrontos

0

citations

25 results