From

Institution

Field

Type

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

Reset

Papers matching “active learning” 119

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

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

Skill Learning by Autonomous Robotic Playing Using Active Learning and Exploratory Behavior Composition
2020 Frontiers in Robotics and AI article Engineering Robot Manipulation and Learning Open access

Simon Hangl, Vedran Dunjko, Hans J. Briegel, Justus Piater

21

citations
Performance comparison between model-based and machine learning approaches for the automated active alignment of FAC-lenses
2020 conference-paper Engineering Advanced optical system design

Maximilian Hoeren, Daniel Zontar, Armin Tavakolian, Susanne Ehret, Temirlan Mussagaliyev, Christian Brecher

2

citations
Fully Automated Global Powertrain Optimization for Electric Truck Using Active Learning Algorithm and Backwards Simulation Approach
2025 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Electric and Hybrid Vehicle Technologies

Bicheng Chen, Christoph Wellmann, Feihong Xia, René Savelsberg, Jakob Andert, Stefan Pischinger

2

citations
Active learning with neural ordinary differential equations for data-efficient modeling of tuned mass dampers
2026 Engineering Applications of Artificial Intelligence article Engineering Vibration Control and Rheological Fluids Open access

Pavle Milicevic, Sebastian Stemmler, Okyay Altay

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
Graph Neural Network-Based Multi-Agent Reinforcement Learning for Active Voltage Control: Performance and Topology Robustness
2025 SSRN Electronic Journal preprint Engineering Optimal Power Flow Distribution Open access

Chijioke Eze, Chetan Prakash, Antonello Monti

0

citations
Deep Reinforcement Learning for Modeling Market-Oriented Grid User Behavior in Active Distribution Grids
2021 IEEE PES Innovative Smart Grid Technologies Europe conference-paper Engineering Smart Grid Energy Management

Jacob Tran, Lutz Gajewski, Nitty Varghese, P. Pfeifer, Simon Krahl, Albert Moser

3

citations
Performance-based drift detection for active machine learning model adaption: A comparative analysis across 35 HVAC devices
2025 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access

K Derzsi, Florian Stinner, L Patrun, Jonas Klingebiel, Dirk Müller

1

citations
Active source localization in wave guides based on machine learning
2020 Ultrasonics article Engineering Ultrasonics and Acoustic Wave Propagation

Daniel Frank Hesser, Georg Karl Kocur, Bernd A. Markert

39

citations
Powertrain Optimization of Indian City Electric Bus Using Active Learning Simulation Methodology
2026 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Electric and Hybrid Vehicle Technologies

Rouble Sandhu, Bicheng Chen, Ashraf Emran, Feihong Xia, Xiao Lin, Sushil Berry

0

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
Partially Observable Residual Reinforcement Learning for PV-Inverter-Based Voltage Control in Distribution Grids
2025 conference-paper Engineering Microgrid Control and Optimization Open access

Sarra Bouchkati, Ramil Sabirov, Steffen Kortmann, Andreas Ulbig

1

citations
Benchmarking five physics-guided machine learning approaches for model predictive control in building energy systems
2026 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access

Patrick Henkel, Martin Rätz, Dirk Müller

0

citations
Meta-learning Hybrid Spiking networks as physics-based nonlinear solvers for physical simulations
2026 npj Unconventional Computing article Engineering Advanced Memory and Neural Computing Open access

Saurabh Balkrishna Tandale, Marcus Stoffel

1

citations
Teaching and learning to support climate-neutral transitions: Exploring opportunities and challenges for interdisciplinary design courses
2024 Societal Impacts article Engineering Design Education and Practice Open access

Nikoo Mohajermoghari, Agnieszka Wendland

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
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
Scenario-Based Thermal Management Parametrization Through Deep Reinforcement Learning
2024 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Engineering Advanced Battery Technologies Research

Thomas Rudolf, Philip Muhl, Sören Hohmann, Lutz Eckstein

6

citations
NoisyDECOLLE: Robust Local Learning for SNNs on Neuromorphic Hardware
2023 International Conference on Machine Learning and Applications conference-paper Engineering Advanced Memory and Neural Computing

Tim Stadtmann, Benedikt Wahl, Tobias Gemmeke

4

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
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
Distinguishing normal, neuropathic and myopathic EMG with an automated machine learning approach
2022 Clinical Neurophysiology article Engineering Muscle activation and electromyography studies Open access

Martijn Rudolf Tannemaat, Marios Kefalas, Victor Jacobus Geraedts, L. Remijn-Nelissen, A.J.M. Verschuuren, Milan Koch, +3 more

60

citations
Fostering spatial ability development in and for authentic STEM learning
2023 Frontiers in Education article Engineering Spatial Cognition and Navigation Open access

Caiwei Zhu, Chloe Oi-Ying Leung, Mariana Velho, Natalia Segura-Caballero, Dietsje Jolles, Gavin Duffy, +3 more

51

citations
Automated Machine Learning for the Classification of Normal and Abnormal Electromyography Data
2020 IEEE International Conference on Big Data (BigData) conference-paper Engineering Muscle activation and electromyography studies Open access

Marios Kefalas, Milan Koch, Victor Jacobus Geraedts, Hao Wang, Martijn Rudolf Tannemaat, Thomas Bäck

11

citations
Detection of particle contamination and lubrication outage in journal bearings in wind turbine gearboxes using surface acoustic wave measurements and machine learning
2025 Forschung im Ingenieurwesen article Engineering Machine Fault Diagnosis Techniques Open access

Thomas Decker, Georg Jacobs, Malte Raddatz, Julian Röder, Jonas Betscher, Philipp Arneth

7

citations