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

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
Numerical observation of a glassy phase in the three-dimensional Coulomb glass , Phys. Rev. B, 2019
Pauling entropy, metastability and equilibrium in Dy2Ti2O7 spin ice , Phys. Rev. Lett., 2018
Random-field-induced disordering mechanism in a disordered ferromagnet: Between the Imry-Ma and the standard disordering mechanism , Phys. Rev. B, 2018