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Papers matching “model uncertainty quantification” 16

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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
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
Faults representation and uncertainty quantification in three-dimensional implicit geological modeling with neural network
2026 RWTH Publications (RWTH Aachen) dissertation Earth and Planetary Sciences Geological Modeling and Analysis Open access

Kaifeng Gao

0

citations
Stabilization and uncertainty quantification for systems of hyperbolic balance laws
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Stability and Controllability of Differential Equations Open access

Stephan Gerster

2

citations
Uncertainty-aware modeling of hemolysis in rotary blood pumps using reduced-order models and Bayesian parameter estimation Parameterschätzung
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Mechanical Circulatory Support Devices Open access

Christopher Blum

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
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
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
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
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
Solarstrahlungs-Kürzestfrist-Vorhersagesystem für die Ertragsoptimierung eines Parabolrinnenkraftwerks
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Solar Radiation and Photovoltaics Open access

Bijan Nouri

1

citations
Autoadaptives prädiktives Modell zur Quantifizierung von Gleichzeitigkeitsfeffekten in Lastverteilungen urbaner Energiesysteme
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Energy Load and Power Forecasting Open access

Daniel Koschwitz

0

citations
The effect of mineral precipitation on the diffusivity of porous media: microfluidic experiments and modeling
2025 RWTH Publications (RWTH Aachen) dissertation Environmental Science Groundwater flow and contamination studies Open access

Mara Iris Lönartz

0

citations
Critical infrastructure networks in flood risk management : integration of flood risk analysis methods for networks, consideration of network-specific measures and challenges for data availability
2025 RWTH Publications (RWTH Aachen) dissertation Environmental Science Flood Risk Assessment and Management Open access

Roman Schotten

0

citations
Closing the loop of construction materials : a guidance for integrating quality in life cycle assessment
2025 RWTH Publications (RWTH Aachen) dissertation Environmental Science Environmental Impact and Sustainability Open access

Berfin Bayram

0

citations
Risk Management in Direct Marketing of Renewable Energies
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Electric Power System Optimization Open access

Nicolas Thie

4

citations

16 results