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Papers matching “variational autoencoder” 10

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Lithium-ion battery anomaly detection with variational autoencoder based on feature representation learning
2026 Journal of Energy Storage article Engineering Advanced Battery Technologies Research Open access

Wenbin Li, Yue Yang, Stefan Pischinger

5

citations
Lithium-ion battery anomaly detection with variational autoencoder based on feature representation learning
2026 Journal of Energy Storage article Engineering Advanced Battery Technologies Research Open access

Wenbin Li, Yue Yang, Stefan Pischinger

0

citations
Prediction of the microstructure of cold-compacted Astaloy 85Mo with deep generative models
2024 Computational Materials Science article Engineering Powder Metallurgy Techniques and Materials Open access

Oliver Schenk, Marco Becker, Yuanbin Deng, Philipp Niemietz, Thomas Bergs, Christoph Broeckmann

6

citations
Explainable neural network for time series-based condition monitoring in sheet metal shearing
2025 Journal of Intelligent Manufacturing article Engineering Machine Fault Diagnosis Techniques Open access

Marco Becker, Philipp Niemietz, Thomas Bergs

2

citations
Deep Learning for Size‐Agnostic Inverse Design of Random‐Network 3D Printed Mechanical Metamaterials
2023 Advanced Materials article Engineering Cellular and Composite Structures Open access

H. Pahlavani, Kostas Tsifoutis‐Kazolis, Mauricio Cruz Saldívar, Prerak Mody, Jie Zhou, Mohammad Javad Mirzaali, +1 more

97

citations
Validation Methods for Energy Time Series Scenarios From Deep Generative Models
2022 IEEE Access article Engineering Energy Load and Power Forecasting Open access

Eike Cramer, Leonardo Rydin Gorjão, Alexander Mitsos, Benjamin Schäfer, Dirk Witthaut, Manuel Dahmen

19

citations
Unsupervised learning of charge-discharge cycles from various lithium-ion battery cells to visualize dataset characteristics and to interpret model performance
2024 Energy and AI article Engineering Advanced Battery Technologies Research Open access

Akihiro Yamashita, Sascha Berg, Egbert Figgemeier

10

citations
Domain Generalization Using Maximum Mean Discrepancy Loss for Remaining Useful Life Prediction of Lithium-Ion Batteries
2025 Batteries article Engineering Advanced Battery Technologies Research Open access

Yue Yang, Stefan Pischinger

6

citations
Race Car Flow Field Analysis using Autoencoders and Clustering
2023 International Journal of Automotive Engineering article Engineering Aerodynamics and Fluid Dynamics Research Open access

Michaela Reck, René Hilhorst, Marc Hilbert, Thomas Indinger

0

citations
Deep learning for decoding lithium plating in lithium-ion batteries from post-mortem images
2026 Journal of Energy Storage article Engineering Advanced Battery Technologies Research Open access

Thorsten Tegetmeyer-Kleine, Heinrich Ditler, Gereon Karsten Stahl, Christiane Rahe, Dirk Uwe Sauer, Weihan Li

0

citations

10 results