256 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of the Basque CountryES11 papers
- Donostia International Physics CenterES7 papers
- IkerbasqueES7 papers
- IkerlanES5 papers
- GAIKER Technology CentreES4 papers
- Universitat de BarcelonaES4 papers
- Material Physics CenterES3 papers
- Basque Center for Applied MathematicsES2 papers
- Biogipuzkoa Health Research InstituteES2 papers
- CIC nanoGUNEES2 papers
- National Institute of InformaticsJP2 papers
- OsloMet – Oslo Metropolitan UniversityNO2 papers
10 papers · 1 filter
Bayesian Physics Informed Neural Networks for Reliable Transformer Prognostics
Ibai Ramirez, Jokin Alcibar, Joel Pino +3
Scientific Machine Learning (SciML) integrates physics and data into the learning process, offering improved generalization compared with purely data-driven models. Despite its pot…
Search-based Generation of Waypoints for Triggering Self-Adaptations in Maritime Autonomous Vessels
Karoline Nylænder, Aitor Arrieta, Shaukat Ali +1
Self-adaptation in maritime autonomous vessels (AVs) enables them to adapt their behaviors to address unexpected situations while maintaining dependability requirements. During the…
On-site estimation of battery electrochemical parameters via transfer learning based physics-informed neural network approach
Josu Yeregui, Iker Lopetegi, Sergio Fernandez +2
This paper presents a novel physical parameter estimation framework for on-site model characterization, using a two-phase modelling strategy with Physics-Informed Neural Networks (…
Comparative analysis and evaluation of ageing forecasting methods for semiconductor devices in online health monitoring
Adrian Villalobos, Iban Barrutia, Rafael Pena-Alzola +2
Semiconductor devices, especially MOSFETs (Metal-oxide-semiconductor field-effect transistor), are crucial in power electronics, but their reliability is affected by aging processe…
A Useful Metric for the NISQ Era: Qubit Error Probability and Its Role in Zero Noise Extrapolation
Nahual Sobrino, Unai Aseginolaza, Joaquim Jornet-Somoza +1
Accurate assessment and management of errors is indispensable for extracting useful results from noisy intermediate-scale quantum (NISQ) devices. In this work, we propose the qubit…
Efficient Calculation of Stabilization Parameters in RF Power Amplifiers
Libe Mori, Ibone Lizarraga, Aitziber Anakabe +3
This paper proposes an efficient method for the calculation of the stabilization parameters in RF power amplifiers operating in periodic large-signal regimes. Stabilization is achi…
Monitoring lead-acid battery function using operando neutron radiography
Jose Miguel Campillo-Robles, Damian Goonetilleke, Daniel Soler +6
Investigating batteries while they operate allows researchers to track the inner electrochemical processes involved in working conditions. This study describes the first neutron ra…
General hybrid asymmetric capacitor model: validation with a commercial lithium ion capacitor
Jose Miguel Campillo-Robles, Xabier Artetxe, Karmele del Teso Sánchez +5
Modelling and numerical simulations play a vital role in the design and optimization of electrochemical energy storage devices. In this study, a general physics-based model is deve…
Effect of thickness on the maximum potential drop of current collectors
Jose Miguel Campillo-Robles, Xabier Artetxe, Karmele del Teso Sánchez
The basic principle for achieving high-power capability on an electrochemical energy storage cell is minimizing the overall resistance. The resistance due to current collecting sys…
Review and analysis of thermophysical properties of a sulfuric acid-water electrolyte
Laura Oca, Jose Miguel Campillo, Mounir M. Bou-Ali
In this work, we have performed a critical review of the thermophysical properties of sulfuric acid-water mixtures. The thermophysical properties analyzed are density, viscosity, r…