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Papers matching “scalable learning” 35

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Saving Energy and Spectrum in Enabling URLLC Services: A Scalable RL Solution
2023 IEEE Transactions on Industrial Informatics article Engineering Advanced Wireless Network Optimization Open access

Milad Ganjalizadeh, Hossein Shokri‐Ghadikolaei, Amin Azari, Abdulrahman Alabbasi, Marina Petrova

12

citations
Machine-learning integrated multi-domain co-optimization for electrified heavy duty fleets
2025 eTransportation article Engineering Electric and Hybrid Vehicle Technologies Open access

Christoph Wellmann, Pekka Rahkola, Mikko H. Pihlatie, Abdul Rahman Khaleel, Christopher Marx, Akshay Sharma, +2 more

1

citations
Sequence learning in a spiking neuronal network with memristive synapses
2023 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

Younes Bouhadjar, Sebastian Siegel, Tom Tetzlaff, Markus Diesmann, Rainer Waser, Dirk J. Wouters

4

citations
Sequence learning in a spiking neuronal network with memristive synapses
2022 JuSER (Forschungszentrum Jülich) article Engineering Advanced Memory and Neural Computing Open access

Younes Bouhadjar, Sebastian Siegel, Tom Tetzlaff, Markus Diesmann, Rainer M. Waser, Dirk J. Wouters

0

citations
Structured representation of simulation and annotation data for machine learning in forming technologies
2026 Production Engineering article Engineering Digital Transformation in Industry Open access

Markus Schumann, Jonas Moske, Antonia Wüst, Felix Divo, Daria Gelbich, Philipp Niemietz, +3 more

0

citations
Human-in-the-loop control strategy for IoT-based smart thermostats with Deep Reinforcement Learning
2025 Energy and AI article Engineering Building Energy and Comfort Optimization Open access

Payam Fatehi Karjou, Fabian Stupperich, Phillip Stoffel, Dirk Müller

6

citations
A Behavior Tree and Dynamic Motion Primitive-Based Framework for Learning and Executing Robotic Tasks From Demonstration
2026 IEEE Transactions on Automation Science and Engineering article Engineering Robot Manipulation and Learning

Tao Ma, Burkhard J. Corves, Gentiane Venture

0

citations
Reducing Experimental Data Requirements in CNN-based damage detection through Transfer Learning
2026 e-Journal of Nondestructive Testing article Engineering Structural Health Monitoring Techniques Open access

Finja Rentzsch holm, T. Schalm, Jorge Luis Jiménez Aparicio, Kai‐Uwe Schröder

0

citations
Graph neural network-based multi-agent reinforcement learning for active voltage control: Performance and topology robustness
2026 Energy and AI article Engineering Optimal Power Flow Distribution Open access

Chijioke Eze, Chetan Prakash, Antonello Monti

1

citations
Discovery of fatigue strength models via feature engineering and automated eXplainable machine learning applied to the welded transverse stiffener
2025 International Journal of Fatigue article Engineering Fatigue and fracture mechanics Open access

Michael Anton Kraus, Helen Bartsch

9

citations
RoadDiffBox: Automatic Road Distress Diagnosis through Controlled Image Generation and Semi-Supervised Learning
2025 Research article Engineering Infrastructure Maintenance and Monitoring Open access cited by 1 patent

Ning Chen, Hancheng Zhang, Yue Hou

4

citations
Kernel‐based online learning for real‐time voltage control in distribution networks
2020 IET Smart Grid article Engineering Optimal Power Flow Distribution Open access

Lisette Cupelli, Alejandro Lago Esteban, Ferdinanda Ponci, Antonello Monti

4

citations
Lightweight deep learning for real-time road distress detection on mobile devices
2025 Nature Communications article Engineering Infrastructure Maintenance and Monitoring Open access

Yuanyuan Hu, Ning Chen, Yue Hou, Baohong Jing, Pengfei Liu

47

citations
Micro-XCT Imaging and Synthetic Data Generation for Deep Learning-Based Computer Vision of Microstructural Defects
2025 e-Journal of Nondestructive Testing article Engineering Industrial Vision Systems and Defect Detection Open access

Ravshan Yormatov, Angelos Theofilatos, Alexandre Viardin

1

citations
Deep learning for decoding lithium plating in lithium-ion batteries from post-mortem images
2026 Journal of Energy Storage article Engineering Advanced Battery Technologies Research Open access

Thorsten Tegetmeyer-Kleine, Heinrich Ditler, Gereon Karsten Stahl, Christiane Rahe, Dirk Uwe Sauer, Weihan Li

0

citations
Hybrid soft sensor modeling for the wire section in tissue manufacturing: integrating first-principles and machine learning models
2025 Nordic Pulp & Paper Research Journal article Engineering Fault Detection and Control Systems Open access

Rosario Othen, Chen Lu Song, Jan Schlake, Christian Möbitz, Thomas Gries

0

citations
Artificial Intelligence-Programmable Wireless Connectivity: Challenges and Research Directions Toward Interactive and Immersive Industry
2026 IEEE Vehicular Technology Magazine article Engineering Advanced Wireless Communication Technologies

Haris Gacanin

0

citations
Pedestrian crossing decisions can be explained by bounded optimal decision-making under noisy visual perception
2024 Transportation Research Part C Emerging Technologies article Engineering Evacuation and Crowd Dynamics Open access

Yueyang Wang, Aravinda Ramakrishnan Srinivasan, Jussi Jokinen, Antti Oulasvirta, Gustav M. Markkula

13

citations
Multi-Task Neural Network for Position Estimation in Large-Scale Indoor Environments
2022 IEEE Access article Engineering Indoor and Outdoor Localization Technologies Open access cited by 1 patent

Marius Laska, Jörg Blankenbach

33

citations
Artificial-intelligence-enabled dynamic demand response system for maximizing the use of renewable electricity in production processes
2024 The International Journal of Advanced Manufacturing Technology article Engineering Smart Grid Energy Management Open access

Hendro Wicaksono, Martin Trat, Atit Bashyal, Tina Boroukhian, Mine Felder, Mischa Ahrens, +6 more

31

citations
A federated Artificial Intelligence testing and experimentation facility for the European energy sector
2025 Engineering Applications of Artificial Intelligence article Engineering Smart Grid and Power Systems Open access

Elissaios Sarmas, Andrés Acosta, Ferdinanda Ponci, Pedro Rodríguez, Vangelis Marinakis

14

citations
Attention-Enhanced Damage Prediction in Electrode Materials From Simulation Video Sequences
2026 IEEE Transactions on Automation Science and Engineering article Engineering Advanced Battery Technologies Research Open access

Quan Zeng, Shahed Rezaei, Bai‐Xiang Xu, Sarbajit Banerjee, Yu Ding

0

citations
Simulation of multi-stage attack and defense mechanisms in smart grids
2024 International Journal of Critical Infrastructure Protection article Engineering Smart Grid Security and Resilience Open access

Ömer Sen, Bozhidar Ivanov, Christian Kloos, Christoph Zöll, Philipp Lutat, Martin Henze, +1 more

17

citations
Towards an AI-enhanced virtual lab for education and training in home energy efficiency and demand management
2026 Results in Engineering article Engineering Smart Grid Energy Management Open access

Abdul Wahab, Banafshe Parizad, Sela Mafisii Eta Bloomfield, Ali Jamali, Parham Moradi, Sajjad Fattaheian–Dehkordi, +3 more

3

citations
Detailed Specification of the Demonstrators
2025 Zenodo (CERN European Organization for Nuclear Research) article Engineering HVDC Systems and Fault Protection Open access

Holger Krings, Benedict J. Mortimer, Lucas Pereira, Pedro B. C. Costa, A. Addala, Quentin Wohlschlege, +3 more

0

citations