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Papers matching “machine learning framework” 25

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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
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
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
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
Enhancing artificial vision by integrating machine learning in retinal prosthetics
2025 RWTH Publications (RWTH Aachen) dissertation Neuroscience Neuroscience and Neural Engineering Open access

Yuli Wu

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
Artificial Intelligence for Diagnostic Support in Neuropathology
2026 Qucosa (Saxon State and University Library Dresden) dissertation Computer Science AI in cancer detection Open access

Katherine J. Hewitt

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
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
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
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
Computational homogenization and data-driven surrogate modeling of mechanical metamaterials
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Cellular and Composite Structures Open access

Hooman Danesh

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
Rendering realistic weight sensations in virtual reality with personalized electrical muscle stimulation
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Teleoperation and Haptic Systems Open access

Apostolos Vrontos

0

citations
The use of patents in technology foresight
2026 RWTH Publications (RWTH Aachen) dissertation Business, Management and Accounting Intellectual Property and Patents Open access

Melanie Martini

0

citations
Data-driven decision making in software modernization
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Software Engineering Research Open access

Johanna Grahl

0

citations
Qualifizierung, Leistungsvalidierung and Schnelles Generatives Modellieren von Teststrahl Prototypen für das CMS Endkappen Kalorimeter Upgrade
2020 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Particle Detector Development and Performance Open access

Thorben Quast

5

citations
Automatic generation of building stock databases with hourly heat demand profiles for district analysis using large-scale available data
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

Luis Armando Blanco Bohorquez

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
Ultrasonic vehicular traffic sensing : a smart city integrated approach
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Ultrasonics and Acoustic Wave Propagation Open access

Volker Lücken

0

citations
Seismic microzonation studies supported by dynamic numerical simulation. Application to Dushanbe (Tajikistan), Aachen (Germany) and Bukit Timah (Singapore)
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Seismic Performance and Analysis Open access

Farkhod Hakimov

0

citations
Infrastructure-based localization across scales
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Autonomous Vehicle Technology and Safety Open access

Simon Schäfer

0

citations
Designing a data access and integration workflow for medical data science: a use case of compiling a reusable data set for primary tumor discovery at MeDIC Cologne
2022 Zenodo (CERN European Organization for Nuclear Research) dissertation Health Professions Electronic Health Records Systems Open access

Julia Gehrmann

0

citations
Healthcare information system engineering: AI technologies and open source approaches
2025 Leiden Repository (Leiden University) dissertation Medicine Artificial Intelligence in Healthcare and Education Open access

0

citations

25 results