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Papers matching “data augmentation” 286

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Exploring data augmentation: Multi-task methods for molecular property prediction
2025 Computers & Chemical Engineering article Materials Science Machine Learning in Materials Science Open access

Timo Gervens, Alexander Mitsos, Martin Grohe, Jan G. Rittig

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
Empowering Reactivity Predictions through Noise-Based Data Augmentation
2025 Journal of the American Chemical Society article Materials Science Machine Learning in Materials Science

Julian A. Hueffel, Quentin P. Bindschaedler, Francesco Sala, Franziska Schoenebeck

16

citations
Copula-Based Data Augmentation on a Deep Learning Architecture for Cardiac Sensor Fusion
2020 IEEE Journal of Biomedical and Health Informatics article Medicine ECG Monitoring and Analysis

Diogo Silva, Steffen K. Leonhardt, Christoph Hoog Antink

13

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
Channel and Hardware Impairment Data Augmentation for Robust Modulation Classification
2024 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification

Erma Perenda, Gérôme Bovet, Mariya Zhivkova Zheleva, Sofie Pollin

15

citations
Predicting the dissolution of metal-based nanoparticles by means of QSPRs and the effect of data augmentation
2025 NanoImpact article Materials Science Machine Learning in Materials Science Open access

Yuchao Song, Surendra Balraadjsing, Willie J.G.M. Peijnenburg, Martina G. Vijver

13

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
AI in motion: the impact of data augmentation strategies on mitigating MRI motion artifacts
2025 European Radiology article Computer Science Medical Image Segmentation Techniques Open access

Simon D. Westfechtel, Kristoffer Kußmann, Marc Huppertz, Robert Malte Siepmann, Teresa Lemainque, Vera R Winter, +4 more

6

citations
A systematic study of data augmentation for protected AES implementations
2024 Journal of Cryptographic Engineering article Computer Science Cryptographic Implementations and Security Open access

Huimin Li, Guilherme Perin

4

citations
Data augmentation for disruption prediction via robust surrogate models
2022 Journal of Plasma Physics article Physics and Astronomy Magnetic confinement fusion research Open access

Katharina Rath, David Rügamer, Bernd Bischl, U. von Toussaint, Cristina Rea, Andrew Maris, +2 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
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
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
A Novel Data Augmentation and Composite Multiscale Network for Mechanical Fault Diagnosis
2023 IEEE Transactions on Instrumentation and Measurement article Engineering Machine Fault Diagnosis Techniques

Yuan Wei, Zhijun Xiao, Shulin Liu, Kai‐Uwe Schröder, Hongchong Peng, Ababacar Michel Sarr, +1 more

26

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

Thomas Nagler

36

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
Damage Analysis in Dual-Phase Steel Using Deep Learning: Transfer from Uniaxial to Biaxial Straining Conditions by Image Data Augmentation
2020 JOM article Engineering Microstructure and Mechanical Properties of Steels Open access

Setareh Medghalchi, Carl F. Kusche, Ehsan Karimi, U. Kerzel, Sandra Korte‐Kerzel

20

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
Virtual mix design: Prediction of compressive strength of concrete with industrial wastes using deep data augmentation
2022 Construction and Building Materials article Engineering Concrete and Cement Materials Research Open access

Ning Chen, Shibo Zhao, Zhiwei Gao, Dawei Wang, Pengfei Liu, Markus Oeser, +2 more

70

citations
A bearing fault data augmentation method based on hybrid-diversity loss diffusion model and parameter transfer
2024 Reliability Engineering & System Safety article Engineering Machine Fault Diagnosis Techniques

Yuan Wei, Zhijun Xiao, Xiangyan Chen, Xiaohui Gu, Kai‐Uwe Schröder

44

citations
Reducing false positives in strong lens detection through effective augmentation and ensemble learning
2025 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysical Phenomena and Observations Open access

Samira Rezaei, Amirmohammad Chegeni, B.C Nagam, J. P. McKean, Mitra Baratchi, Léon V. E. Koopmans

2

citations
Morphological classification of radio galaxies with Wasserstein generative adversarial network-supported augmentation
2023 RAS Techniques and Instruments article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Lennart Rustige, Janis Kummer, Florian Griese, K. Borras, M. Brüggen, Patrick Connor, +4 more

14

citations
Data-driven fault detection and isolation in DC microgrids without prior fault data: A transfer learning approach
2023 Applied Energy article Engineering Power Systems Fault Detection

Ting Wang, Chunyan Zhang, Zhiguo Hao, Antonello Monti, Ferdinanda Ponci

60

citations