Juan Carlos Andresen

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

Yielding in an amorphous solid subject to constant stress at finite temperatures , Phys. Rev. E, 2021