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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
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