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Papers matching “inference efficiency” 18

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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
Computational integration and trajectory inference of single cell multi-modal data
2025 RWTH Publications (RWTH Aachen) dissertation Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

0

citations
LiDAR-based mmwave beam prediction: a hardware-aware trade-off analysis of classical machine learning, deep learning, and hybrid approaches
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

Barış Sayitoğlu

0

citations
Efficient coupling of highly parallel computational fluid dynamics simulations with deep learning on heterogeneous architectures
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Parallel Computing and Optimization Techniques Open access

Fabian Orland

0

citations
Generative AI-enhanced road distress identification and quantification under data-scarce and complex environmental conditions
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Infrastructure Maintenance and Monitoring Open access

0

citations
Adaptive modellbasierte Zustandsüberwachungsalgorithmen für Lithium-Ionen-Batterien
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Battery Technologies Research Open access

Shi Li

0

citations
Efficient person detection with LiDAR sensors for mobile robots
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Advanced Neural Network Applications Open access

Dan Ping Jia

0

citations
Inverse deep learning raytracing for scalable heliostat surface prediction
2026 RWTH Publications (RWTH Aachen) dissertation Energy Solar Thermal and Photovoltaic Systems Open access

Jan Pascal Lewen

0

citations
Physical simulation and deep learning using particle-based representations
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Fluid Dynamics Simulations and Interactions Open access

Stefan Rhys Jeske

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

Erik Prume

0

citations
Methoden für die automatische Komplexitäts- und Terminierungsanalyse von (probabilistischen) Programmen und ihre Vollständigkeit
2021 RWTH Publications (RWTH Aachen) dissertation Computer Science Logic, programming, and type systems Open access

Marcel Hark

1

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
Deep learning-based control of hydrogen dual-fuel engines
2026 RWTH Publications (RWTH Aachen) dissertation Chemical Engineering Advanced Combustion Engine Technologies Open access

Alexander Winkler

0

citations
Measurement of High Energy Gamma Rays from 200 MeV to 1 TeV with the Alpha Magnetic Spectrometer on the International Space Station
2020 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

B. Beischer

0

citations
Handling GNSS-outliers in multisensor state estimation
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Robotics and Sensor-Based Localization Open access

0

citations
Semantic enrichment of building information models via deep learning
2025 RWTH Publications (RWTH Aachen) dissertation Engineering BIM and Construction Integration 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
Generative adversarial networks for turbulence modeling in large-eddy simulation
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Fluid Dynamics and Turbulent Flows Open access

Ludovico Nista

0

citations

18 results