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Papers matching “learning potential” 281

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An Investigation of the Relationship Between Encoder Difference and Thermo-Elastic Machine Tool Deformation
2023 Journal of Machine Engineering article Engineering Advanced Measurement and Metrology Techniques Open access

Christian Brecher, Mathias Dehn, Stephan Neus

4

citations
Wear Prognosis of TiAlCrSiN coated Inserts for Turning High-Strength Steels
2026 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Kirsten Bobzin, C. Kalscheuer, Muhammad Tayyab, Thomas Bergs, Markus Meurer, Mustapha Abouridouane, +1 more

1

citations
Adaptive Route Planning in the Northeast Passage Using Enhannced Double Deep Q-Networks
2025 International Conference on Machine Learning and Computer Application (ICMLCA) conference-paper Engineering Maritime Navigation and Safety

Kailin Hu, Shuaiyu Yao, Xiaohao Wen, Qinhao 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
Evaluation of advanced control strategies for building energy systems
2022 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Laura Maier, Alexander Kümpel, Dirk Müller

127

citations
Leveraging pre-trained Segmentation Networks for Anomaly Segmentation
2021 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Engineering Industrial Vision Systems and Defect Detection

Oliver Rippel, Dorit Merhof

2

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 modeling of polymer electrolyte fuel cells: Towards predictive analytics with explainable artificial intelligence
2025 Energy and AI article Engineering Fuel Cells and Related Materials Open access

Ali Malek, Max Dreger, Nima Shaigan, Chaojie Song, Kourosh Malek, Jasna Janković, +1 more

22

citations
AutoSourceID-FeatureExtractor
2023 Astronomy and Astrophysics article Engineering Astronomical Observations and Instrumentation Open access

Fiorenzo Stoppa, Paul M. Vreeswijk, Saptashwa Bhattacharyya, S. Caron, S. Bloemen, Gabrijela Zaharijaš, +5 more

5

citations
Spiking neural networks compensate for weight drift in organic neuromorphic device networks
2023 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

Daniel Felder, John Linkhorst, Matthias Weßling

4

citations
Explainable neural network for time series-based condition monitoring in sheet metal shearing
2025 Journal of Intelligent Manufacturing article Engineering Machine Fault Diagnosis Techniques Open access

Marco Becker, Philipp Niemietz, Thomas Bergs

3

citations
AutoSourceID-FeatureExtractor. Optical image analysis using a two-step mean variance estimation network for feature estimation and uncertainty characterisation
2023 arXiv (Cornell University) preprint Engineering Astronomical Observations and Instrumentation Open access

Fiorenzo Stoppa, Paul M. Vreeswijk, Saptashwa Bhattacharyya, S. Caron, S. Bloemen, Gabrijela Zaharijaš, +5 more

2

citations
Proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems
2024 paratext Engineering Autonomous Vehicle Technology and Safety Open access

Marcel Sonntag, Lennart Vater, Roman Vuskov

2

citations
Classical and Quantum SVM for Electromyography-Based Myopathy Detection: A Comparative Exploration
2025 Polish Journal of Medical Physics And Engineering article Engineering Muscle activation and electromyography studies Open access

Radhouane Hammachi, Noureddine Messaoudi, Samia Belkacem, Edoardo Pasetto, Amer Delilbasic

1

citations
A Variational Kolosov–Muskhelishvili network for elasticity and fracture
2026 International Journal of Mechanical Sciences article Engineering Numerical methods in engineering Open access

Shuwei Zhou, Christian Häffner, Sophie Stebner, Niklas C. Fehlemann, Zhichao Wei, Sebastian Münstermann

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 segmentation and classification in lumbar spinal stenosis: an overview of current methods
2025 European Spine Journal review Engineering Medical Imaging and Analysis Open access

Eduard J.A. Verheijen, T. Kapogiannis, D. Munteh, Jeremi Chabros, Marius Staring, Timothy Richard Smith, +1 more

12

citations
Extrapolation of cavitation and hydrodynamic pressure in lubricated contacts: a physics-informed neural network approach
2025 Advanced Modeling and Simulation in Engineering Sciences article Engineering Tribology and Lubrication Engineering Open access

Faras Brumand‐Poor, Freddy Kokou Azanledji, Nils Plückhahn, Florian Barlog, Lukas Boden, Katharina Schmitz

10

citations
Boosting autonomous process design and intensification with formalized domain knowledge
2022 Computers & Chemical Engineering article Engineering Process Optimization and Integration Open access

J. Raphael Seidenberg, Ahmad A. Khan, Alexei A. Lapkin

8

citations
Developing a framework towards global biochar supply chains to optimize regional production cost
2025 Environmental Technology & Innovation article Engineering Forest Biomass Utilization and Management Open access

Ali Abdelshafy, Grit Walther

7

citations
Replication of Particle Trajectories in the Plasma Jet with Two Consecutive Residual Neural Networks
2023 Journal of Thermal Spray Technology article Engineering High-Temperature Coating Behaviors Open access

Kirsten Bobzin, H. Heinemann, Seyed Ruhollah Dokhanchi, Michael Rom

5

citations
Towards a data-driven assistance system for operating segment erectors in tunnel boring machines
2021 International Symposium on Computational Intelligence and Design conference-paper Engineering Tunneling and Rock Mechanics

Hans Aoyang Zhou, Aymen Gannouni, Christian Gentz, Johannes Tröndle, Stephan Neumann, Anas Abdelrazeq, +2 more

3

citations
Building Interdisciplinary Bridges in Higher Education: Social Innovation in STEM Education for Grand Challenges
2025 SEFI Journal of Engineering Education Advancement article Engineering Biomedical and Engineering Education Open access

Julia Berg-Postweiler, Carmen Leicht-Scholten

0

citations
Improving Shop Floor-Near Production Management Through Data-Driven Insights
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Robert Heinrich Schmitt, Raphael Kiesel, Daniel Buschmann, Simon Cramer, Chrismarie Enslin, Markus Fischer, +15 more

0

citations
Improving Shop Floor-Near Production Management Through Data-Driven Insights
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Robert Heinrich Schmitt, Raphael Kiesel, Daniel Buschmann, Chrismarie Enslin, Markus Fischer, Thomas Gries, +13 more

0

citations