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Papers matching “learning potential” 21

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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
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
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
Unsupervised learning for defect segmentation in in-line industrial X-ray computed tomography
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Industrial Vision Systems and Defect Detection Open access

Virginia Florian

0

citations
Virtual sensor based on machine learning for estimating gearbox input loads in wind turbines
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Machine Fault Diagnosis Techniques Open access

Baher Azzam

0

citations
Fabrication forecasting of laser powder bed fusion processes with deep learning models
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Additive Manufacturing Materials and Processes Open access

0

citations
Generic occupant behavior modeling for commercial buildings
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

Romana Markovic

10

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
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
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
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
District-scale energy and carbon footprint assessments of buildings
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

Maximilian Schildt

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
Methodik zur Arbeitsvorbereitung mittels Maschinensteuerungs- und Sensordaten für extrusionsbasierte additive Verfahren; 1. Auflage
2025 dissertation Engineering Additive Manufacturing and 3D Printing Technologies Open access

Lea Niwar

0

citations
„Prozessentwicklung einer automatisierten und skalierbaren Herstellung magnetischer Nanopartikel für die Anwendung in der medizinischen Bildgebung und Hyperthermie“
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Innovative Microfluidic and Catalytic Techniques Innovation Open access

Lennart Göpfert

0

citations
Data-enhanced model predictive wind turbine control
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Wind Turbine Control Systems Open access

0

citations
Lernende Prozesskraftmodellierung zur Planung und Überwachung in der Einzelteilfertigung für Fräsanwendungen; 1. Auflage
2025 dissertation Engineering Advanced machining processes and optimization Open access

Marian Wiesch

0

citations
Datenbasierte Parameteroptimierung der Zellfinalisierung durch maschinelles Lernen im Produktionshochlauf in der Batterieproduktion
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Battery Technologies Research Open access

Sarah Wennemar

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
Abschätzung der Wärmeleitfähigkeit von Materialien der Medizintechnik auf Basis einer Temperaturvorhersage zur Absicherung minimalinvasiver Bohrprozesse
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Heat Transfer and Numerical Methods Open access

Anna-Lena Julia Schnell

0

citations

21 results