314 citations
- Universidad Pública de Navarra (UPNA)ES16 papers
- Universidad de GranadaES14 papers
- Centre National de la Recherche ScientifiqueFR11 papers
- Centro de Estudios e Investigaciones Técnicas de GipuzkoaES6 papers
- Centro de Investigación Médica AplicadaES6 papers
- HUN-REN Wigner Research Centre for PhysicsHU6 papers
- Institute for Solid State Physics and OpticsHU6 papers
- Consejo Nacional de Investigaciones Científicas y TécnicasAR5 papers
- Institució Catalana de Recerca i Estudis AvançatsES5 papers
- Instituto de Fisica de Liquidos y Sistemas BiologicosAR5 papers
- TecnaliaES5 papers
- VicomtechES5 papers
132 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 ,…