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Papers matching “observational data” 106

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Towards generalized machine learning models for dislocation image analysis: a parametric based synthetic data approach
2025 JuSER (Forschungszentrum Jülich) dissertation Materials Science Machine Learning in Materials Science Open access

Kishan Govind

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
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
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
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
Extreme flooding in southeast Texas in light of paleoflood and hydroclimate data
2022 dissertation Environmental Science Flood Risk Assessment and Management Open access

Joeri B. Reinders

1

citations
Refining Dynamic Data Selection for Self-Supervised Learning via Semantic Gating
2026 Aaltodoc (Aalto University) dissertation Computer Science Machine Learning and Data Classification Open access

Xinrui Peng

0

citations
Computational modelling of human electrophysiological data
2025 RWTH Publications (RWTH Aachen) dissertation Neuroscience Neural dynamics and brain function Open access

Anna Maxion

0

citations
Tensorial independent component analysis of multi-echo multiband magnetic resonance imaging improves data quality and identification of altered networks in depression
2025 RWTH Publications (RWTH Aachen) dissertation Medicine Advanced MRI Techniques and Applications Open access

0

citations
Nicht-parametrische Schätzung von Kundensegmenten mit Paneldaten
2021 RWTH Publications (RWTH Aachen) dissertation Computer Science Bayesian Methods and Mixture Models Open access

Johannes Ferdinand Jörg

1

citations
A parallel-in-space simulator for accelerating power system simulation on graphics processing units
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Parallel Computing and Optimization Techniques Open access

Junjie Zhang

0

citations
Genuine videobased E-learning in Teacher education: media didactic modalities of working with Learning Management Systems
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Educational Technology and E-Learning Open access

Jan Mühlhausen

0

citations
Translationale Modellierung der Wirksamkeit von Medikamenten in Krebspatienten
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Computational Drug Discovery Methods Open access

Lisa-Katrin Schätzle

0

citations
Trigger and calibration studies for the OSIRIS pre-detector of the JUNO experiment
2025 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Neutrino Physics Research Open access

Runxuan Liu

0

citations
Validation of room acoustic simulation models
2020 dissertation Computer Science Speech and Audio Processing Open access

Lukas Aspöck

9

citations
The capacitated facility location problem with customer preferences
2026 RWTH Publications (RWTH Aachen) dissertation Decision Sciences Facility Location and Emergency Management Open access

Sophia Wrede

0

citations
Numerical and experimental investigation of debonding accounting for severe fiber bridging
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Mechanical Behavior of Composites Open access

0

citations
Drivers of spatiotemporal variability of European terrestrial ecosystem processes
2025 RWTH Publications (RWTH Aachen) dissertation Environmental Science Plant Water Relations and Carbon Dynamics Open access

Christian Poppe Terán

0

citations
Drivers of spatiotemporal variability of European terrestrial ecosystem processes
2025 JuSER (Forschungszentrum Jülich) dissertation Environmental Science Plant Water Relations and Carbon Dynamics Open access

Christian Poppe Terán

0

citations
Quantum mechanically guided design of noble metal coatings for precision glass molding technology
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Metal and Thin Film Mechanics Open access

Aparna Saksena

0

citations
Quantitative single-cell analysis using deep learning based smart live-cell microscopy
2025 RWTH Publications (RWTH Aachen) dissertation Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

Johannes Seiffarth

0

citations
Qualifizierung, Leistungsvalidierung and Schnelles Generatives Modellieren von Teststrahl Prototypen für das CMS Endkappen Kalorimeter Upgrade
2020 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Particle Detector Development and Performance Open access

Thorben Quast

5

citations
Entwicklung und Einsatz von neuartigen Methoden zur Erfassung und Analyse experimenteller Prozesse
2021 RWTH Publications (RWTH Aachen) dissertation Social Sciences Science Education and Pedagogy Open access

Leonard Büsch

0

citations
Auftreten von meldepflichtigen Infektionskrankheiten im ersten Jahr der COVID-19-Pandemie (März 2020 – Februar 2021) im Vergleich zu den Vorjahren in Köln
2026 RWTH Publications (RWTH Aachen) dissertation Mathematics COVID-19 epidemiological studies Open access

Nina Jahn

0

citations
Two dimensional materials-based vertical heterojunction devices for electronics, optoelectronics and neuromorphic applications
2021 RWTH Publications (RWTH Aachen) dissertation Materials Science 2D Materials and Applications Open access

Melkamu Belete

0

citations