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Papers matching “probabilistic machine learning” 6

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Probabilistic machine learning for pattern recognition and design exploration
2021 RWTH Publications (RWTH Aachen) dissertation Computer Science Gaussian Processes and Bayesian Inference Open access

Kevin Cremanns

3

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
Anwendung der Reduzierten Basismethode in Geophysikalischen Simulationen: Konzepte, Implementierung, Vorteile und Einschränkungen
2020 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Model Reduction and Neural Networks Open access

Denise Degen

9

citations
Seismic microzonation studies supported by dynamic numerical simulation. Application to Dushanbe (Tajikistan), Aachen (Germany) and Bukit Timah (Singapore)
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Seismic Performance and Analysis Open access

Farkhod Hakimov

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
Infrastructure-based localization across scales
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Autonomous Vehicle Technology and Safety Open access

Simon Schäfer

0

citations

6 results