133 citations
- Universidad de NavarraES6 papers
- Donostia International Physics CenterES4 papers
- Material Physics CenterES3 papers
- University of the Basque CountryES3 papers
- IkerbasqueES2 papers
- TecnaliaES2 papers
- Aalto UniversityFI1 paper
- Anthony J. Leggett Institute for Condensed Matter Theory1 paper
- Aristotle University of ThessalonikiGR1 paper
- Artificial Intelligence Research InstituteES1 paper
- CEA Paris-SaclayFR1 paper
- Centre for Electrochemical TechnologiesES1 paper
12 papers
REX: Causal discovery based on machine learning and explainability techniques
Jesus Renero, Idoia Ochoa, Roberto Maestre
Explainable Artificial Intelligence (XAI) techniques hold significant potential for enhancing the causal discovery process, which is crucial for understanding complex systems in ar…
Response Surface Methodology coupled with desirability functions for multi-objective optimization: minimizing indoor overheating hours and maximizing useful daylight illuminance
Juan Gamero-Salinas, Jesús López-Fidalgo
Response Surface Methodology (RSM) and desirability functions were employed in a case study to optimize the thermal and daylight performance of a computational model of a tropical…
Community Detection in Networks: A Rough Sets and Consensus Clustering Approach
Darian H. Grass-Boada, Leandro González-Montesino, Rubén Armañanzas
The objective of this paper is to propose a framework, called Rough Clustering-based Consensus Community Detection (RC-CCD), to effectively address the challenge of identifying com…
Quantum-inspired clustering with light
Miguel Varga, Pablo Bermejo, Rubén Pellicer-Guridi +2
This article introduces a novel approach to perform the simulation of a single qubit quantum algorithm using laser beams. Leveraging the polarization states of photonic qubits, and…
A regressor-based hysteresis formulation for the magnetic characterisation of low carbon steels
A. Skarlatos, A. Martínez-De-Guerenu, R. Miorelli +2
In this work, two different parametric hysteresis models, the Jiles-Atherton model and the Mel'gui relation, have been combined to form a more general hysteresis operator, suitable…
Data-driven simulation and characterisation of gold nanoparticle melting
Claudio Zeni, Kevin Rossi, Theodore Pavloudis +4
The simulation and analysis of the thermal stability of nanoparticles, a stepping stone towards their application in technological devices, require fast and accurate force fields,…