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Papers matching “synthetic data augmentation” 21

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Improving Machine Learning Diagnostic Systems with Model-Based Data Augmentation - Part A: Data Generation
2021 IEEE PES Innovative Smart Grid Technologies Europe conference-paper Engineering Machine Fault Diagnosis Techniques

Jannis Nikolas Kahlen, Andre Würde, Albert Moser

1

citations
A GAN-Based Multi-Sensor Data Augmentation Technique for CNC Machine Tool Wear Prediction
2023 IEEE Access article Engineering Advanced machining processes and optimization Open access

Yuechi Jiang, Benny Drescher, Guoguang Yuan

23

citations
Fast data augmentation for battery degradation prediction
2025 Energy and AI article Engineering Advanced Battery Technologies Research Open access

Weihan Li, Harshvardhan Samsukha, Bruis van Vlijmen, Lisen Yan, Samuel Greenbank, Simona Onori, +1 more

8

citations
Data augmentation for design of concentric tube continuum robots by generative adversarial networks
2023 PAMM article Engineering Soft Robotics and Applications Open access

Matthias K. Hoffmann, Rutwik Gulakala, Julian Mühlenhoff, Zhaoheng Ding, Thomas Sattel, Marcus Stoffel, +1 more

3

citations
Improving Machine Learning Diagnostic Systems with Model-Based Data Augmentation ― Part B: Application
2021 IEEE PES Innovative Smart Grid Technologies Europe conference-paper Engineering Power Transformer Diagnostics and Insulation

Jannis Nikolas Kahlen, Andre Würde, Albert Moser

5

citations
Model-based data augmentation to improve the performance of machine-learning diagnostic systems
2022 IET conference proceedings. conference-paper Engineering Power Transformer Diagnostics and Insulation

Jannis Nikolas Kahlen, Andre Würde, Albert Moser

1

citations
Improving Machine-Learning Diagnostics with Model-Based Data Augmentation Showcased for a Transformer Fault
2021 Energies article Engineering Power Transformer Diagnostics and Insulation Open access

Jannis Nikolas Kahlen, Albert Moser

9

citations
Investigating the generation of synthetic data for surface defect detection: A comparative analysis
2024 Procedia CIRP article Engineering Industrial Vision Systems and Defect Detection Open access

Josefine Monnet, Oliver Petrović, Werner Herfs

3

citations
Sheet metal localization using deep learning and synthetic data
2025 Journal of Intelligent Manufacturing article Engineering Industrial Vision Systems and Defect Detection Open access

Hannes Behnen, Guillem Boada-Gardenyes, Robert Heinrich Schmitt, Marc Teschner, Willi Pönitz

3

citations
ProGAN-Based Synthetic Image Generation for Industrial Visual Inspection of Metallic Parts
2026 arXiv (Cornell University) preprint Engineering Industrial Vision Systems and Defect Detection Open access

Hossein Omid Beiki, Sepehr Asgari, Oliver Petrović, C. Brecher

0

citations
Augmenting energy time-series for data-efficient imputation of missing values
2023 Applied Energy article Engineering Building Energy and Comfort Optimization

Antonio Liguori, Romana Markovic, Martina Ferrando, Jérôme Frisch, Francesco Causone, Christoph van Treeck

36

citations
Generating Cardiovascular Data to Improve Training of Assistive Heart Devices
2023 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Engineering Mechanical Circulatory Support Devices

Johannes Kummert, Alexander Schulz, Robert Feldhans, Moriz Habigt, Maike Stemmler, Christina Kohler, +3 more

2

citations
CT-based data generation for foreign object detection on a single X-ray projection
2023 Scientific Reports article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent

Vladyslav Andriiashen, Robert van Liere, Tristan van Leeuwen, Kees Joost Batenburg

10

citations
Reduktion des Bedarfs an Trainingsdaten bei der domänenübergreifenden Anwendung von Qualitätsprognosemodellen
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Fault Detection and Control Systems Open access

Nils Klasen

0

citations
CNN-based pose estimation for assessing quality of ankle-joint X-ray images
2022 SPIE Medical Imaging: Image Processing conference-paper Engineering Medical Imaging and Analysis cited by 3 patents

Jens von Berg, Matthias Brück, Daniel Bystrov, André Gooßen, Tim Harder, Bernd Lundt, +6 more

4

citations
Artificial expansion of power quality datasets using generative adversarial networks
2023 IET conference proceedings. conference-paper Engineering Power Quality and Harmonics

Markus Stroot, K. Alefs, Andreas Ulbig

1

citations
Controlling a Fleet of Autonomous LHD Vehicles in Mining Operation
2023 Artificial intelligence book-chapter Engineering Robotics and Sensor-Based Localization Open access

Alexander Ferrein, Gjorgji Nikolovski, Nicolas Limpert, Michael Reke, Stefan Schiffer, Ingrid Scholl

7

citations
Augmented Lagrangian Guided Learning for the Optimal Power Flow Problem
2024 IFAC-PapersOnLine article Engineering Optimal Power Flow Distribution Open access

Sarra Bouchkati, Philipp Lutat, Luis Böttcher, Florian Klein-Helmkamp, Andreas Ulbig

2

citations
Unsupervised Recurrent All-Pairs Field Transforms for Particle Image Velocimetry
2021 14th International Symposium on Particle Image Velocimetry conference-paper Engineering Fluid Dynamics and Turbulent Flows Open access

Christian Lagemann, Michael Klaas, Wolfgang Schröder

13

citations
Aging State Classification of Lithium-Ion Batteries in a Low-Dimensional Latent Space
2026 Batteries article Engineering Advanced Battery Technologies Research Open access

Limei Jin, Franz Philipp Bereck, Rüdiger‐A. Eichel, Josef Granwehr, Christoph Scheurer

0

citations
Multi-Agent Scenario Generation in Roundabouts with a Transformer-Enhanced Conditional Variational Autoencoder
2025 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Engineering Autonomous Vehicle Technology and Safety

Li Li, Tobias Brinkmann, Till Temmen, Markus Eisenbarth, Jakob Andert

0

citations

21 results