From

Institution

Field

Type

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

Reset

Papers matching “synthetic data augmentation” 78

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

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

Copula-based synthetic data augmentation for machine-learning emulators
2021 Geoscientific model development article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access cited by 2 patents

Thomas Nagler

36

citations
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
Data Augmentation for Cardiovascular Time Series Data Using WaveNet
2023 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Medicine ECG Monitoring and Analysis

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

2

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
Copula-based synthetic data generation for machine learning emulators in weather and climate: application to a simple radiation model
2021 preprint Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access cited by 1 patent

Thomas Nagler, Robin James Hogan

12

citations
Early Prediction of Neonatal Sepsis From Synthetic Clinical Data Using Machine Learning
2023 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society conference-paper Medicine Sepsis Diagnosis and Treatment

Simon Lyra, Jinyi Jin, Steffen K. Leonhardt, Markus Lueken

6

citations
Generative adversarial network based data augmentation for CNN based detection of Covid-19
2022 Scientific Reports article Medicine COVID-19 diagnosis using AI Open access

Rutwik Gulakala, Bernd A. Markert, Marcus Stoffel

54

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
Wind turbine feature detection using deep learning and synthetic data
2026 conference-paper Computer Science Advanced Neural Network Applications

Arash Shahirpour, Jakob Elias Gebler, Manuel Sanders, Tim Reuscher

0

citations
Deep Neural Networks for Analysis of Microscopy Images—Synthetic Data Generation and Adaptive Sampling
2021 Crystals article Materials Science Machine Learning in Materials Science Open access cited by 3 patents

Patrick Trampert, Dmitri Rubinstein, Faysal Boughorbel, Christian Schlinkmann, Maria Luschkova, Philipp Slusallek, +2 more

40

citations
Deep Neural Networks for Analysis of Microscopy Images—Synthetic Data Generation and Adaptive Sampling
2021 article Materials Science Machine Learning in Materials Science Open access

Patrick Trampert, Dmitri Rubinstein, Faysal Boughorbel, Christian Schlinkmann, Maria Luschkova, Philipp Slusallek, +2 more

0

citations
Conditional Generative Adversarial Networks for Data Augmentation of a Neonatal Image Dataset
2023 Sensors article Computer Science Generative Adversarial Networks and Image Synthesis Open access

Simon Lyra, Arian Mustafa, Jöran Rixen, Štefan Borik, Markus Lueken, Steffen K. Leonhardt

8

citations
Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems
2020 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis Open access cited by 5 patents

Nick Rossenbach, Albert Zeyer, Ralf Schlüter, Hermann Ney

74

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
Towards Fairness in Machine Learning: Balancing Racially Imbalanced Datasets Through Data Augmentation and Generative AI
2024 International Joint Conference on Computational Intelligence conference-paper Social Sciences Ethics and Social Impacts of AI Open access

Anthonie Schaap, Sofoklis Kitharidis, Bas van Stein

1

citations
Enhancing Rare Object Detection on Roadways Through Conditional Diffusion Models for Data Augmentation
2024 IEEE Transactions on Intelligent Transportation Systems article Computer Science Advanced Neural Network Applications cited by 1 patent

Hancheng Zhang, Yuanyuan Hu, Zhendong Qian, Jirui Sha, Min Xie, Yuyang Wan, +1 more

7

citations
Improved photometric redshift estimations through self-organizing map-based data augmentation
2025 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Yun-Hao Zhang, Joe Zuntz, Irene Moskowitz, Eric Gawiser, Konrad H. Kuijken, Marika Asgari, +3 more

0

citations
Bridging Racial and Age Gaps in Face Recognition: A Data-Augmentation Framework for Fair AI
2026 SN Computer Science article Computer Science Face recognition and analysis Open access

Sofoklis Kitharidis, Anthonie Schaap, Thomas Bäck, Bas van Stein

1

citations
Accurate detection and 3D localization of humans using a novel YOLO-based RGB-D fusion approach and synthetic training data
2020 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Advanced Neural Network Applications

Timm Linder, Kilian Pfeiffer, Narunas Vaškevičius, Robert F. Schirmer, Kai O. Arras

35

citations
A Test Collection of Synthetic Documents for Training Rankers: ChatGPT vs. Human Experts
2023 ACM International Conference on Information and Knowledge Management (CIKM) conference-paper Computer Science Information Retrieval and Search Behavior Open access

Arian Askari, Mohammad Aliannejadi, Evangelos Kanoulas, Suzan Verberne

12

citations