3 papers
quant-ph2026
Empirical Study of Observable Sets in Multiclass Quantum Classification
Paul San Sebastian, Mikel Cañizo, Roman Orus
Variational quantum algorithms have gained attention as early applications of quantum computers for learning tasks. In the context of supervised learning, most of the works that ta…
quant-ph2024
Image Classification with Rotation-Invariant Variational Quantum Circuits
Paul San Sebastian, Mikel Cañizo, Román Orús
Variational quantum algorithms are gaining attention as an early application of Noisy Intermediate-Scale Quantum (NISQ) devices. One of the main problems of variational methods lie…
quant-ph2024
Optimization of Flight Routes: Quantum Approximate Optimization Algorithm for the Tail Assignment Problem
Marta Gili, Paul San Sebastian, Ane Blázquez-GarcÃa
The Tail Assignment Problem (TAP) is a critical optimization challenge in airline operations, requiring the optimal assignment of aircraft to scheduled flights to maximize efficien…