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Papers matching “model learning” 54

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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
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
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
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
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
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
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
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
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
Semantic enrichment of building information models via deep learning
2025 RWTH Publications (RWTH Aachen) dissertation Engineering BIM and Construction Integration Open access

0

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

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
Deformation-induced damage investigated through deep learning and microscale observations
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Metal Forming Simulation Techniques Open access

Carl F. Kusche

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
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
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 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
Technology-enhanced data-driven approach for additive manufacturing education
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Engineering Education and Curriculum Development Open access

Gustavo Melo

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
Wireless channel modeling and estimation by artificial neural networks; 1. Auflage
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

0

citations
Autoadaptives prädiktives Modell zur Quantifizierung von Gleichzeitigkeitsfeffekten in Lastverteilungen urbaner Energiesysteme
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Energy Load and Power Forecasting Open access

Daniel Koschwitz

0

citations