279 citations
- Universidad Pública de Navarra (UPNA)ES12 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- Universidad de GranadaES7 papers
- HUN-REN Wigner Research Centre for PhysicsHU6 papers
- Institute for Solid State Physics and OpticsHU6 papers
- VicomtechES5 papers
- Slovak University of Technology in BratislavaSK4 papers
- Centro de Estudios e Investigaciones Técnicas de GipuzkoaES3 papers
- Consejo Nacional de Investigaciones Científicas y TécnicasAR3 papers
- Donostia International Physics CenterES3 papers
- IkerbasqueES3 papers
- Institució Catalana de Recerca i Estudis AvançatsES3 papers
78 papers
Classical Neural Networks on Quantum Devices via Tensor Network Disentanglers: A Case Study in Image Classification
Borja Aizpurua, Sukhbinder Singh, Román Orús
We address the problem of implementing bottleneck layers from classical pre-trained neural networks on a quantum computer, with the goal of exploring intrinsically quantum ansatz f…
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…
Conformal Recursive Feature Elimination
Marcos López-De-Castro, Alberto García-Galindo, Rubén Armañanzas
Unlike traditional statistical methods, Conformal Prediction (CP) allows for the determination of valid and accurate confidence levels associated with individual predictions based…
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…
Equivalence of constacyclic codes with shift constants of different orders
Reza Dastbasteh, Farzad Padashnick, Pedro M. Crespo +2
Let and be two non-zero elements of a finite field , where . It has been shown that if and have the same multiplicative order in ,…