From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “continual learning” 119

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Electrochemical ohmic memristors for continual learning
2025 Nature Communications article Engineering Advanced Memory and Neural Computing Open access

Shaochuan Chen, Zhen Yang, Heinrich Hartmann, Astrid Besmehn, Yuchao Yang, Ilia Valov

48

citations
Electrochemical ohmic memristors for continual learning
2023 Research Square preprint Engineering Advanced Memory and Neural Computing Open access

Ilia Valov, Shaochuan Chen, Zhen Yang, Heinrich Hartmann, Astrid Besmehn, Yuchao Yang

0

citations
Machine Learning-Based Real-Time Power Quality Disturbance Classification using Kalman Filter Segmentation and Deep Learning
2025 IEEE PES Innovative Smart Grid Technologies Europe conference-paper Engineering Power Quality and Harmonics

Markus Stroot, Rui Wang, Amirali Mahjoob, Andreas Ulbig

1

citations
TopoCLR: Topology-guided contrastive learning of representations for unsupervised crack analysis
2026 Computer-Aided Civil and Infrastructure Engineering article Engineering Infrastructure Maintenance and Monitoring Open access

Barış Özcan, Jörg Blankenbach

0

citations
Demonstration of neuromorphic sequence learning on a memristive array
2023 conference-paper Engineering Advanced Memory and Neural Computing Open access

Sebastian Siegel, Tobias Ziegler, Younes Bouhadjar, Tom Tetzlaff, Rainer M. Waser, Regina Dittmann, +1 more

6

citations
Unveiling the Effects of Experience Replay on Deep Reinforcement Learning-based Power Allocation in Wireless Networks
2024 IEEE Wireless Communications and Networking Conference conference-paper Engineering Advanced Wireless Network Optimization

Amna Kopic, Erma Perenda, Haris Gacanin

1

citations
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
Sample-efficient reinforcement learning of Koopman eNMPC
2025 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Mehmet Velioglu, Alexander Mitsos, Manuel Dahmen

2

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

4

citations
Task space adaptation via the learning of gait controllers of magnetic soft millirobots
2021 The International Journal of Robotics Research article Engineering Soft Robotics and Applications Open access cited by 1 patent

Sinan Özgün Demir, Utku Çulha, Alp Can Karacakol, Abdon Pena‐Francesch, Sebastian Trimpe, Metin Sitti

33

citations
Representation and Experience-Based Learning of Explainable Models for Robot Action Execution
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) conference-paper Engineering Robot Manipulation and Learning cited by 1 patent

Alex Mitrevski, Paul G. Plöger, Gerhard Lakemeyer

10

citations
Adaptive Iterative Learning Control of an Industrial Robot during Neuromuscular Training
2020 IFAC-PapersOnLine article Engineering Iterative Learning Control Systems Open access

Maike Ketelhut, G.M. Brügge, Fabian Göll, Bjoern Braunstein, Kirsten Albracht, Dirk Abel

2

citations
A self-calibrating and learning control system for non-invasive continuous perioperative blood pressure measurement
2020 article Engineering Iterative Learning Control Systems

Patrick Borchers, Daniel Laidig, Paul Friedrich Geus, Thomas Schauer, Thomas Seel

1

citations
End-to-end reinforcement learning of Koopman models for economic nonlinear model predictive control
2024 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Alexander Mitsos, Manuel Dahmen

10

citations
Iterative Learning Control of Gravity Compensation for Upper-Arm Robot-Assisted Rehabilitation
2020 European Control Conference (ECC) conference-paper Engineering Iterative Learning Control Systems

Maike Ketelhut, Sonja Husmann, Dirk Abel

6

citations
End-to-end reinforcement learning of koopman model predictive control ; 1
2025 RWTH Publications (RWTH Aachen) book Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank

0

citations
Real-life data-driven model predictive control for building energy systems comparing different machine learning models
2024 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Max Berktold, Dirk Müller

71

citations
The application of machine learning-based energy management strategy in a multi-mode plug-in hybrid electric vehicle, part II: Deep deterministic policy gradient algorithm design for electric mode
2023 Energy article Engineering Electric and Hybrid Vehicle Technologies Open access

Jiageng Ruan, Changcheng Wu, Zhaowen Liang, Kai Liu, Bin Li, Weihan Li, +1 more

56

citations
Safe operation of online learning data driven model predictive control of building energy systems
2023 Energy and AI article Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Patrick Henkel, Martin Rätz, Alexander Kümpel, Dirk Müller

32

citations
Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions
2020 Sensors article Engineering Reliability and Maintenance Optimization Open access cited by 7 patents

Martin W. Hoffmann, Stephan Wildermuth, Ralf Gitzel, Aydin Boyaci, Jörg Gebhardt, Holger Kaul, +11 more

114

citations
Deep learning based non-contact physiological monitoring in Neonatal Intensive Care Unit
2022 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society conference-paper Engineering Non-Invasive Vital Sign Monitoring

Nicky Nirlipta Sahoo, Balamurali Murugesan, Ayantika Das, Srinivasa Karthik, Keerthi Ram, Steffen K. Leonhardt, +2 more

20

citations
Investigation of reinforcement learning for shape optimization of 2D profile extrusion die geometries
2023 Advances in Computational Science and Engineering article Engineering Topology Optimization in Engineering Open access

Clemens Fricke, Daniel Wolff, Marco Kemmerling, Stefanie Elgeti

7

citations
Deep learning based non-contact physiological monitoring in Neonatal Intensive Care Unit
2022 arXiv (Cornell University) preprint Engineering Non-Invasive Vital Sign Monitoring Open access

Nicky Nirlipta Sahoo, Balamurali Murugesan, Ayantika Das, Srinivasa Karthik, Keerthi Ram, Steffen K. Leonhardt, +2 more

2

citations
Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines
2022 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Armin Norouzi, Saeid Shahpouri, Alexander Winkler, Eugen Nuss

0

citations
A Collaborative Multi-Agent Deep Reinforcement Learning-Based Wireless Power Allocation With Centralized Training and Decentralized Execution
2024 IEEE Transactions on Communications article Engineering Advanced Wireless Network Optimization

Amna Kopic, Erma Perenda, Haris Gacanin

34

citations