Dr. Juan Carlos Andresen Eguiluz
Research interests
- Disordered magnetic systems
- Disordered and amorphous solids
- Algorithm development
- Deep Neural Networks
- Anomaly Detection
- Federated Learning
- Carbon Nanotubes
Latest publications
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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)
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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)
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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)
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Yielding in an amorphous solid subject to constant stress at finite temperatures
, Phys. Rev. E, 2021