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Papers matching “learning dynamics” 38

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Adaptive data generation framework for machine learning models in nonlinear structural dynamics
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Control Systems and Identification Open access

Pavle Milicevic

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
Machine learning in modeling of the dynamics of polymer electrolyte fuel cells
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Fuel Cells and Related Materials Open access

Wei Hua Zou

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
Combining lattice Boltzman simulation and synchrotron imaging to study bubble dynamics in electrodes of vanadium redox flow batteries
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced battery technologies research Open access

Kangjun Duan

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
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
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
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
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
Quantitative single-cell analysis using deep learning based smart live-cell microscopy
2025 RWTH Publications (RWTH Aachen) dissertation Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

Johannes Seiffarth

0

citations
Scaffolding decentralized community information systems for lifelong learning communities
2021 RWTH Publications (RWTH Aachen) dissertation Computer Science Blockchain Technology in Education and Learning Open access

Peter de Lange

0

citations
Tracking accuracy improvement and residual vibration suppression of delta robots
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Robotic Mechanisms and Dynamics Open access

Mingkun Wu

0

citations
Mehrfeld- und mehrskalige rechnerunterstützte Bruchmechanik und maschinell lernende Materialmodellierung
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Numerical methods in engineering Open access

Yousef Heider

10

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
Innovative graph-theory based data analysis approaches for functional neuroimaging data tailored to application in neuropsychiatry
2025 RWTH Publications (RWTH Aachen) dissertation Neuroscience Functional Brain Connectivity Studies Open access

Shukti Ramkiran

0

citations
Computational modeling analysis of the biotechnological exploitability of cyanobacteria photosynthesis considering the spectral light distribution
2026 RWTH Publications (RWTH Aachen) dissertation Biochemistry, Genetics and Molecular Biology Photosynthetic Processes and Mechanisms Open access

Tobias Pfennig

0

citations
Digital teaching in health professions education
2026 RWTH Publications (RWTH Aachen) dissertation Medicine Innovations in Medical Education Open access

Martin Alberto Lemos

0

citations
Reduktion des Bedarfs an Trainingsdaten bei der domänenübergreifenden Anwendung von Qualitätsprognosemodellen
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Fault Detection and Control Systems Open access

Nils Klasen

0

citations
Intelligent control strategies as an enabler for self-optimizing manufacturing systems
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Control Systems Optimization Open access

Sebastian Stemmler

3

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
Two-phase flow simulations in gas diffusion electrodes
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Fuel Cells and Related Materials Open access

Florian Wiesner

0

citations
Switching behavior of hexagonal boron nitride based memristors for applications in neuromorphic hardware
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Memory and Neural Computing Open access

Lukas Völkel

0

citations
The immune topology of the gut barrier: a focus on immunoglobulin A plasma cells
2026 RWTH Publications (RWTH Aachen) dissertation Immunology and Microbiology T-cell and B-cell Immunology Open access

Asmae Laouina

0

citations
Thermal imaging and artificial intelligence for preventive road safety: a digital traffic shadow approach to conflict detection
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Traffic and Road Safety Open access

Arnd Pettirsch

0

citations