Juan Carlos Andresen
Scholar

Juan Carlos Andresen

Google Scholar ID: NE_5ByMAAAAJ
Unit Manager & Research Advisor, Cloud & Embedded Platform, TRATON R&D
machine learningfederated learninganomaly detectiondisordered systemsspin glasses
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Citations & Impact
All-time
Citations
192
 
H-index
10
 
i10-index
10
 
Publications
19
 
Co-authors
0
 
Contact
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Publications
1 items
Federated Gaussian Mixture Models
2025
Cited
0
Resume (English only)
Academic Achievements
  • Latest publications:
  • - Counterfactual Explanation for Auto-Encoder Based Time-Series Anomaly Detection, Proceedings of the European Conference of the PHM Society 2024, Vol. 8, No. 1, pp. 152 (2024)
  • - Ensemble Neural Networks for Remaining Useful Life (RUL) Prediction, Proceedings of the Asia Pacific Conference of the PHM Society 2023, Vol. 4 No. 1 (2023)
  • - Modular Federated Learning, International Joint Conference on Neural Networks (IJCNN), 2022, pp. 1-8
  • - The Effect of Intrinsic Quantum Fluctuations on the Phase Diagram of Anisotropic Dipolar Magnets, Phys. Rev. B 105, L180413 (2022)
  • - Yielding in an amorphous solid subject to constant stress at finite temperatures, Phys. Rev. E, 2021
Background
  • Research interests include disordered magnetic systems, disordered and amorphous solids, algorithm development, deep neural networks, anomaly detection, federated learning, and carbon nanotubes.
Co-authors
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Co-authors: 0 (list not available)