A Aralex Aachen research explorer

Institute FH Aachen

Institute for Data-Driven Technologies

5 authors · 22 authorships · All papers →

People 5

5 results

Papers 16

Advanced sleep spindle identification with neural networks
2022 Scientific Reports article Neuroscience Sleep and Wakefulness Research Open access

46

citations
Novel analytical tools reveal that local synchronization of cilia coincides with tissue-scale metachronal waves in zebrafish multiciliated epithelia
2023 eLife article Physics and Astronomy Micro and Nano Robotics Open access

37

citations
RBDtector: an open-source software to detect REM sleep without atonia according to visual scoring criteria
2022 Scientific Reports article Neuroscience Sleep and Wakefulness Research Open access

18

citations
Robust assessment of energy scenarios from stakeholders' perspectives
2023 Energy article Engineering Integrated Energy Systems Optimization

7

citations
Resilience and recovery in networked economic systems: An ex-ante analysis of susceptibility to aspects of a potential China–Taiwan conflict
2025 Papers of the Regional Science Association article Economics, Econometrics and Finance Regional resilience and development Open access

6

citations
Reverse engineering of stakeholder preferences – A multi-criteria assessment of the German passenger car sector
2023 Renewable and Sustainable Energy Reviews article Environmental Science Environmental Impact and Sustainability

6

citations
Speaker Attribution in German Parliamentary Debates with QLoRA-adapted Large Language Models
2024 LDV-Forum/Journal for language technology and computational linguistics article Social Sciences European and International Law Studies Open access

3

citations
Detecting and approximating decision boundaries in low-dimensional spaces
2023 Numerical Algorithms article Mathematics Numerical methods in inverse problems Open access

2

citations
Data-Efficient Sleep Staging with Synthetic Time Series Pretraining
2025 Algorithms article Neuroscience EEG and Brain-Computer Interfaces Open access

2

citations
Local synchronization of cilia and tissue-scale cilia alignment are sufficient for global metachronal waves
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Physics and Astronomy Micro and Nano Robotics Open access

2

citations
Author response: Novel analytical tools reveal that local synchronization of cilia coincides with tissue-scale metachronal waves in zebrafish multiciliated epithelia
2023 peer-review Biochemistry, Genetics and Molecular Biology Planarian Biology and Electrostimulation Open access

1

citations
Impaired sleep microarchitecture is associated with locus coeruleus degeneration in Parkinson's disease
2026 Parkinsonism & Related Disorders article Medicine Parkinson's Disease Mechanisms and Treatments Open access

0

citations
From sleep staging to spindle detection: a case study on end-to-end automated sleep analysis
2026 Scientific Reports article Neuroscience EEG and Brain-Computer Interfaces Open access

0

citations
AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts
2025 PubMed preprint Neuroscience EEG and Brain-Computer Interfaces Open access

0

citations
The association between sleep spindles and cognitive performance in euthymic bipolar disorder
2026 Translational Psychiatry article Neuroscience Sleep and Wakefulness Research Open access

0

citations
Integrating Actor Interactions into Multi-Criteria Decision Analysis for Electric Vehicle Adoption in Germany
2026 Sustainable Futures article Engineering Electric Vehicles and Infrastructure Open access

0

citations

16 results