AutoQML: Automatic generation and training of robust quantum-inspired classifiers by using evolutionary algorithms on grayscale images

2024-03-27T14:34:38+01:00Tags: , , |

Authors: Altares-Lopez, Sergio; Garcia-Ripoll, Juan Jose; Ribeiro, Angela Journal: EXPERT SYSTEMS WITH APPLICATIONS Publication date: 2024/03/25 DOI: 10.1016/j.eswa.2023.122984 Abstract: A new hybrid system is proposed for automatically generating and training quantum-inspired classifiers on grayscale images by using multiobjective genetic algorithms. It is defined a dynamic fitness function to obtain the smallest circuit complexity and highest [...]

Seminario IFF #1/2024 – Prof. Massimo Mella (22/03/2024)

2024-03-18T13:06:15+01:00Tags: , , , , |

¡Bienvenidos a un nuevo ciclo de seminarios del IFF en 2024! El primer seminario IFF será impartido por el profesor Massimo Mella, del Dipartimento di Scienza ed Alta Tecnologia, Università degli Studi dell’Insubria (Como, Italia). Su charla lleva por título "From isolated gas-phase hydrogen molecules to selective adsorption for isotopic separation" o cómo se [...]

Exploring Quantum Annealing Architectures: A Spin Glass Perspective

2024-03-27T14:34:55+01:00Tags: |

Authors: Jauma, Gabriel; Garcia-Ripoll, Juan Jose; Pino, Manuel Journal: ADVANCED QUANTUM TECHNOLOGIES Publication date: 2024/03/14 DOI: 10.1002/qute.202300245 Abstract: This work analyzes the spin-glass transition across various Ising models relevant to quantum annealers. By employing the parallel tempering method, the location of the spin-glass phase transition is extrapolated from the pseudo-critical temperature of finite-sized systems. The [...]

Experimental and theoretical assessment of the enhanced hydrogen adsorption on polycyclic aromatic hydrocarbons upon decoration with alkali metals

2024-03-27T14:34:54+01:00Tags: , |

Authors: Reider, Anna Maria; Kollotzek, Siegfried; Scheier, Paul; Calvo, Florent; Yurtsever, Ersin; Pirani, Fernando; Bartolomei, Massimiliano; Hernandez, Marta I.; Gonzalez-Lezana, Tomas; Campos-Martinez, Jose Journal: INTERNATIONAL JOURNAL OF HYDROGEN ENERGY Publication date: 2024/03/08 DOI: 10.1016/j.ijhydene.2024.01.244 Abstract: Hydrogen storage by physisorption on carbon-based materials is limited by comparatively low adsorption energies. However, decoration of the carbon substrate [...]

Deconvolution of JWST/MIRI Images: Applications to an Active Galactic Nucleus Model and GATOS Observations of NGC 5728

2024-03-27T14:34:53+01:00Tags: |

Authors: Leist, M. T.; Packham, C.; Rosario, D. J. V.; Hope, D. A.; Alonso-Herrero, A.; Hicks, E. K. S.; Hoenig, S.; Zhang, L.; Davies, R.; Diaz-Santos, T.; Gonzalez-Martin, O.; Bellocchi, E.; Boorman, P. G.; Combes, F.; Garcia-Bernete, I.; Garcia-Burillo, S.; Garcia-Lorenzo, B.; Haidar, H.; Ichikawa, K.; Imanishi, M.; Jefferies, S. M.; Labiano, A.; Levenson, N. [...]

Go to Top