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Papers matching “data-driven development” 33

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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 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
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
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
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
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
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
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
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
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
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
Datenbasierte Parameteroptimierung der Zellfinalisierung durch maschinelles Lernen im Produktionshochlauf in der Batterieproduktion
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Battery Technologies Research Open access

Sarah Wennemar

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
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
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
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
Referenzarchitektur für die Implementierung einer interoperablen Spritzgießfertigung
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Digital Transformation in Industry Open access

Patrick Sapel

0

citations
Heterogeneous step-stress accelerated life testing
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Reliability and Maintenance Optimization Open access

Yao Lu

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
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
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