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Papers matching “continual learning” 119

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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

9

citations
Evaluation of action spaces for reinforcement learning in optical design
2024 conference-paper Engineering Advanced optical system design

Cailing Fu, Dominik Onyszkiewicz, Marco Kemmerling, Jochen Stollenwerk, Carlo Holly

1

citations
Optimizing the microstructure in open-die forgings using reinforcement learning
2023 Materials research proceedings conference-paper Engineering Metallurgy and Material Forming Open access

Niklas Reinisch

1

citations
Distributed Unsupervised Learning for Combinatorial User Assignment in mmWave Cell-Free Massive MIMO Using Graph Neural Networks
2026 IEEE Transactions on Wireless Communications article Engineering Advanced MIMO Systems Optimization Open access

Bile Peng, Bihan Guo, Karl-Ludwig Besser, Luca Kunz, Zhengyang Li, Ramprasad Raghunath, +4 more

0

citations
Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines
2022 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Armin Norouzi, Saeid Shahpouri, David C. Gordon, Alexander Winkler, Eugen Nuss, Dirk Abel, +3 more

16

citations
A Combination of Fourier Transform and Machine Learning for Fault Detection and Diagnosis of Induction Motors
2021 International Conference on Dependable Systems and Their Applications (DSA) conference-paper Engineering Machine Fault Diagnosis Techniques Open access

Văn Đức Nguyễn, Ewout Zwanenburg, Steffen Limmer, Wessel Luijben, Thomas Bäck, Markus Olhofer

15

citations
Part-mass control in injection molding of recycled thermoplastics by learning-enabled model predictive cavity-pressure control
2026 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access

Robert Göllinger, Moritz Mascher, Christopher Schulte, Philipp Schubert, Christian Hopmann, Heike Vallery, +1 more

1

citations
A Deep Learning-Based Camera Approach for Vital Sign Monitoring Using Thermography Images for ICU Patients
2021 Sensors article Engineering Non-Invasive Vital Sign Monitoring Open access

Simon Lyra, Leon Mayer, Liyang Ou, David C. Chen, Paddy Timms, Andrew Tay, +4 more

59

citations
Holistic image‐based analysis of damage on concrete surfaces—A multifaceted approach based on supervised machine learning
2024 Structural Concrete article Engineering Infrastructure Maintenance and Monitoring Open access cited by 2 patents

Barış Özcan, David Crampen, Zeno Kratzer, Jörg Blankenbach

4

citations
Using Deep-Learning based Probabilistic Forecasting for Multi-Use Operation of Battery Energy Storage Systems
2025 IEEE PowerTech Conference conference-paper Engineering Electric Power System Optimization

Steffen Kortmann, Corvin Starkulla, Andreas Ulbig

1

citations
Reproducible asteroid orbit determination with the General Open Orbital Dynamics platform and machine-learning-based astrometry
2026 conference-abstract Engineering Space Satellite Systems and Control Open access

Gijs Verdoes Kleijn, Max Chong, Dominic Dirkx, Trienko Grobler, E. Balbinot, Rees Williams, +3 more

0

citations
Data-Driven Formulation and Monitoring of Process Stability in Precise Electrochemical Machining (PECM)
2025 Procedia CIRP article Engineering Advanced Machining and Optimization Techniques Open access

Elio Tchoupe Sambou, Timm Petersen, A. Klink, Tim Herrig, Thomas Bergs

2

citations
Gaussian process-transformer diffusion model for seabed plastic strain field prediction under tidal loading
2026 Marine Georesources and Geotechnology article Engineering Geotechnical Engineering and Soil Mechanics

Wencan Guan, Youliang Chen, Rafig Azzam

6

citations
Spatiotemporal Interactive Effects Between Thermal Comfort and Acoustic Quality on University Students’ Performance and Satisfaction in Hong Kong
2026 Buildings article Engineering Building Energy and Comfort Optimization Open access

Dadi Zhang, Amneh Hamida, Kwok-Wai Mui, L.T. Wong

1

citations
Functions of spiking neural networks constrained by biology
2025 RWTH Publications (RWTH Aachen) book Engineering Advanced Memory and Neural Computing Open access

Agnes Korcsak-Gorzo

0

citations
Decision Support for the Optimization of Continuous Processes using Digital Shadows
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Christian Idzik, Norbert Hosters, Marco Kemmerling, Philipp Niemietz, Lucia Ortjohann, Jana Sasse, +3 more

1

citations
Decision Support for the Optimization of Continuous Processesusing Digital Shadows
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Christian Idzik, Norbert Hosters, Marco Kemmerling, Philipp Niemietz, Lucia Ortjohann, Jana Sasse, +4 more

1

citations
Nonlinear Model Reduction Methods for Real-Time Nonlinear Model Predictive Control of Process Systems
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Control Systems Optimization Open access

Jan C. Schulze

0

citations
Decision Support for the Optimization of Continuous Processes using Digital Shadows
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Christian Idzik, Norbert Hosters, Marco Kemmerling, Philipp Niemietz, Lucia Ortjohann, Jana Sasse, +3 more

0

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
Automatisierte Entscheidungsfindung zur Auftragsfreigabe komplexer Materialflüsse; 1. Auflage
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Scheduling and Optimization Algorithms Open access

Tim Konstantin Janke

0

citations
The importance/role of education in chemical engineering
2022 Process Safety and Environmental Protection article Engineering Engineering Education and Curriculum Development Open access

Meyer Th., Éric Schaer, Jens Abildskov, Hermann Josef Feise, Jarka Glassey, Marcel Liauw, +2 more

20

citations
ProLoaF: Probabilistic load forecasting for power systems
2023 SoftwareX software-paper Engineering Energy Load and Power Forecasting Open access

Gonca Gürses-Tran, Antonello Monti

2

citations
Latency-Driven Joint Feature Extraction and Resource Allocation for Multi-Task Multi-Access Semantic Communications
2025 IEEE Journal on Selected Areas in Communications article Engineering Advanced Wireless Communication Technologies

Yulin Hu, Xiaopeng Yuan, Anke Schmeink

1

citations
Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization
2025 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Alexander Mitsos, Manuel Dahmen

0

citations