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Papers matching “Gaussian processes” 13

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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
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
Analysis of multi-b-value diffusion MRI data for characterisation of healthy and pathological brain tissue
2025 RWTH Publications (RWTH Aachen) dissertation Medicine Advanced Neuroimaging Techniques and Applications Open access

Ricardo Loução

0

citations
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
Performance and stability of solar cells and modules: from laboratory characterization to field data analysis
2025 JuSER (Forschungszentrum Jülich) dissertation Energy Photovoltaic System Optimization Techniques Open access

Timon S. Vaas

0

citations
Integrity aspects for dual-frequency dual-constellation ground based augmentation system (GBAS)
2020 RWTH Publications (RWTH Aachen) dissertation Engineering GNSS positioning and interference Open access

Mihaela‐Simona Circiu

3

citations
Cosmic imprints of quantum jitters: stochastic inflation, spectral distortions and primordial black holes
2025 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Cosmology and Gravitation Theories Open access

0

citations
Insights into the homogeneity of asphalt mixtures containing reclaimed asphalt pavement (RAP)
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Asphalt Pavement Performance Evaluation Open access

Liu Quan

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
Deterministic global and hierarchical optimization for experimental design
2025 RWTH Publications (RWTH Aachen) dissertation Mathematics Advanced Optimization Algorithms Research Open access

Daniel Jungen

1

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
Development of an adaptive $FE^{2}$ approach for the simulation of thermomechanically exposed fiber-matrix composites
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Composite Material Mechanics Open access

Maximilian Praster

0

citations
Structure-exploiting uncertainty quantification and control : Bayesian inference and Itô SDE methods from MRI segmentation to autonomous sensing
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Medical Image Segmentation Techniques Open access

Felix Terhag

0

citations

13 results