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Papers matching “learning” 151

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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
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
Advanced deep learning approaches and potentials in the construction sector
2025 RWTH Publications (RWTH Aachen) dissertation Engineering BIM and Construction Integration Open access

Davide Picchi

0

citations
Deep Learning-Based Prediction of Biomarkers from Colorectal Cancer Pathology Slides
2025 Qucosa (Saxon State and University Library Dresden) dissertation Computer Science AI in cancer detection Open access

Jan Niehues

0

citations
Designing effective mixed reality learning experiences: structuring insights with knowledge graphs and large language models
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Augmented Reality Applications Open access

0

citations
A multitask latent space learning framework for modeling and inversion of structure–property relationships
2026 RWTH Publications (RWTH Aachen) dissertation Materials Science Machine Learning in Materials Science Open access

Tarek Iraki

0

citations
Battery aging-aware vehicle-to-grid control in home charging systems via deep reinforcement learning
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Electric Vehicles and Infrastructure Open access

Jingyu Gong

0

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

0

citations
WebWriter: remixing interactive learning resources with widgets and explorable authoring
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Open Education and E-Learning Open access

Frederic Salmen

0

citations
Reducing integration complexity of learning analytics in eXtended reality through a modular and standards-based pipeline : design and evaluation of the OmiLAXR framework
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Online Learning and Analytics Open access

Sergej Görzen

0

citations
On the use of evolutionary-algorithm-driven reinforcement learning in underwater robotics
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Underwater Vehicles and Communication Systems Open access

Cagatay Sariman

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
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
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 evaluation of cross-environment learning strategies for beam prediction in millimeter-wave networks
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

Jan Bjarne Schaper

0

citations
Quantifying the effect of quantum operations in machine learning by comparison to classically simulable variants
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Quantum Computing Algorithms and Architecture Open access

Víctor Mauricio Gutiérrez Luque

0

citations
Machine learning-enhanced throughflow method for the improved performance prediction of radial impellers
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Turbomachinery Performance and Optimization Open access

Sandra Labat Casajust

0

citations
EduCrypt: an educational tool for learning game-based cryptographic proofs
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Teaching and Learning Programming Open access

Jonas Broeckmann

0

citations
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
Machine learning based computer vision in fracture surface evaluation
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Fatigue and fracture mechanics Open access

Johannes Rosenberger

0

citations
Radiomics in Breast MRI: Classification of contrast-enhancing lesions by their dignity using two conventional machine learning algorithms
2020 RWTH Publications (RWTH Aachen) dissertation Medicine Radiomics and Machine Learning in Medical Imaging Open access

Hannah Sophia Schneider

0

citations
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
A videogame-based learning system for the enhancement of IT security competencies for IT security laymen in companies
2020 RWTH Publications (RWTH Aachen) dissertation Psychology Educational Games and Gamification Open access

Johannes König

0

citations