most citedAutoQML: Automatic Generation and Training of Robust Quantum-Inspired Classifiers by Using Genetic Algorithms on Grayscale Images

32 citations · 47 across the 7 of their papers we have counts for

collaborators

7 papers

quant-ph2022

Cooling microwave fields into general multimode Gaussian states

Nahid Yazdi, Juan José García-Ripoll, Diego Porras +1

We show that a collection of lossy multi-chromatically modulated qubits can be used to dissipatively engineer arbitrary Gaussian states of a set of bosonic modes. Our ideas are esp…

quant-ph2022★ 3 cited

Improving quantum state transfer: Correcting non-Markovian and distortion effects

Guillermo F. Peñas, Ricardo Puebla, Juan José García-Ripoll

Quantum state transfer is a key operation for quantum information processing. The original pitch-and-catch protocols rely on flying qubits or single photons with engineered wavepac…

cond-mat.stat-mech2022★ 2 cited

Portfolio optimization with discrete simulated annealing

Álvaro Rubio-García, Juan José García-Ripoll, Diego Porras

Portfolio optimization is an important process in finance that consists in finding the optimal asset allocation that maximizes expected returns while minimizing risk. When assets a…

quant-ph2022★ 9 cited

Universal time-dependent control scheme for realizing arbitrary linear bosonic transformations

Ze-Liang Xiang, Diego González Olivares, Juan José García-Ripoll +1

We study the implementation of arbitrary excitation-conserving linear transformations between two sets of stationary bosonic modes, which are connected through a photonic quant…

quant-ph2022★ 32 cited

AutoQML: Automatic Generation and Training of Robust Quantum-Inspired Classifiers by Using Genetic Algorithms on Grayscale Images

Sergio Altares-López, Juan José García-Ripoll, Angela Ribeiro

We propose a new hybrid system for automatically generating and training quantum-inspired classifiers on grayscale images by using multiobjective genetic algorithms. We define a dy…

quant-ph2022

A Coupled-Oscillators Model to Analyze the Interaction between a Quartz Resonator and Trapped Ions

Emilio Altozano, Joaquín Berrocal, Steffen Lohse +4

The novel application of a piezoelectric quartz resonator for the detection of trapped ions has developed in the observation of the quartz-ions interaction under non-equilibrium co…