Ibai Ramirez

According to our database, Ibai Ramirez authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Disentangling Aleatoric and Epistemic Uncertainty in Physics-Informed Neural Networks. Application to Insulation Material Degradation Prognostics.

Ibai Ramirez, Jokin Alcibar, Joel Pino, Mikel Sanz, Jose Ignacio Aizpurua

CoRR, January, 2026

2025

Bayesian Physics Informed Neural Networks for Reliable Transformer Prognostics.

Ibai Ramirez, Jokin Alcibar, Joel Pino, Mikel Sanz, David Pardo, Jose Ignacio Aizpurua

CoRR, September, 2025

Residual-based attention Physics-informed Neural Networks for spatio-temporal ageing assessment of transformers operated in renewable power plants.

Ibai Ramirez, Joel Pino, David Pardo, Mikel Sanz, Luis Del Rio, Alvaro Ortiz, Kateryna Morozovska, Jose Ignacio Aizpurua

Eng. Appl. Artif. Intell., 2025

2024

Probabilistic feature selection for improved asset lifetime estimation in renewables. Application to transformers in photovoltaic power plants.

Ibai Ramirez, Jose Ignacio Aizpurua, Iker Lasa, Luis Del Rio

Eng. Appl. Artif. Intell., 2024

Residual-based Attention Physics-informed Neural Networks for Efficient Spatio-Temporal Lifetime Assessment of Transformers Operated in Renewable Power Plants.

Ibai Ramirez, Joel Pino, David Pardo, Mikel Sanz, Luis Del Rio, Alvaro Ortiz, Kateryna Morozovska, Jose Ignacio Aizpurua

CoRR, 2024