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Papers matching “training efficiency” 39

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On data and knowledge transfer efficiency in deep learning
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Domain Adaptation and Few-Shot Learning Open access

Alessio Quercia

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
Performance and stability of solar cells and modules: from laboratory characterization to field data analysis
2025 JuSER (Forschungszentrum Jülich) dissertation Energy Solar Thermal and Photovoltaic Systems Open access

Timon S. Vaas

0

citations
Reinforcement learning for real-world production systems
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Reinforcement Learning in Robotics Open access

0

citations
Control of personalized thermal conditioning systems
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Mechanical and Thermal Properties Analysis Open access

Henning Metzmacher

1

citations
Sim2Real-Framework für KI-basierte Robotik in der Montage mittels synthetischer Datenerzeugung
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Robot Manipulation and Learning Open access

Oliver Petrović

0

citations
Optimizing solvers for real-world expensive black-box optimization with applications in vehicle design
2025 Leiden Repository (Leiden University) dissertation Computer Science Metaheuristic Optimization Algorithms Research Open access

0

citations
Efficient coupling of highly parallel computational fluid dynamics simulations with deep learning on heterogeneous architectures
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Model Reduction and Neural Networks Open access

Fabian Orland

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
Einflussanalyse der Designmerkmale und Komponentenauswahl von blutführenden ECMO-Kreislaufkomponenten auf Blutschädigung und Patienteninteraktion - ein Schritt in Richtung in-silico klinischer Studien
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Mechanical Circulatory Support Devices Open access

Lars Fischer

0

citations
A data-driven methodology for precision flux density predictions for heliostat fields
2025 elib (German Aerospace Center) dissertation Energy Solar Thermal and Photovoltaic Systems Open access

Mathias Angelo Kuhl

0

citations
Use the force: how force touch improves input on handheld touchscreens
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Interactive and Immersive Displays Open access

Christian Corsten

1

citations
Unfolding synergies between high-frequency circuit design and neighbouring electrical engineering domains
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Power Amplifier Design Open access

Lukas Hüssen

0

citations
Queueing-based methods for timetable-independent performance analysis of railway nodes
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Railway Systems and Energy Efficiency Open access

Tamme Emunds

0

citations
Efficient person detection with LiDAR sensors for mobile robots
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Video Surveillance and Tracking Methods Open access

Dan Ping Jia

0

citations
Computational homogenization and data-driven surrogate modeling of mechanical metamaterials
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Topology Optimization in Engineering Open access

Hooman Danesh

0

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
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
On the use of evolutionary-algorithm-driven reinforcement learning in underwater robotics
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Reinforcement Learning in Robotics Open access

Cagatay Sariman

0

citations
Low-overhead fault tolerance for safety-critical neural network applications
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Memory and Neural Computing Open access

Christoph Schorn

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
Towards time-independent electrical impedance tomography reconstruction
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Electrical and Bioimpedance Tomography Open access

Jöran Rixen

0

citations
Intelligent management of mobile robot fleets for electric vehicle charging
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Electric Vehicles and Infrastructure Open access

Max Faßbender

0

citations
District-scale energy and carbon footprint assessments of buildings
2026 RWTH Publications (RWTH Aachen) dissertation Environmental Science Environmental Impact and Sustainability Open access

Maximilian Schildt

0

citations
Mehrfeld- und mehrskalige rechnerunterstützte Bruchmechanik und maschinell lernende Materialmodellierung
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Drilling and Well Engineering Open access

Yousef Heider

10

citations