3 citations · 3 across the 3 of their papers we have counts for
5 papers
Do emulated quantum circuits change what CNNs look at? Performance and explainability comparison in medical image classification
Guillermo Rubiños RodrÃguez, MartÃn Ottavianelli, Mateo Alonso +4
Numerous studies have analyzed the use of hybrid quantum-classical convolutional neural networks as a promising alternative to classical deep learning. However, network components…
Universal Resources for QAOA and Quantum Annealing
Pablo DÃez-Valle, Fernando J. Gómez-Ruiz, Diego Porras +1
The Quantum Approximate Optimization Algorithm (QAOA) is a variational ansatz that resembles the Trotterized dynamics of a Quantum Annealing (QA) protocol. This work formalizes thi…
Physics-Inspired Extrapolation for efficient error mitigation and hardware certification
Pablo DÃez-Valle, Gaurav Saxena, Jack S. Baker +2
Quantum error mitigation (QEM) is essential for the noisy intermediate-scale quantum era, and will remain relevant for early fault-tolerant quantum computers, where logical error r…
Error-Mitigation Enabled Multicomponent Quantum Simulations Beyond the Born-Oppenheimer Approximation
Delmar G. A. Cabral, Brandon Allen, Fabijan PavoÅ¡eviÄ +6
We introduce a multicomponent unitary coupled cluster framework for quantum simulations of molecular systems that incorporate both electronic and nuclear quantum effects beyond the…
Learning Generalized Statistical Mechanics with Matrix Product States
Pablo DÃez-Valle, Fernando MartÃnez-GarcÃa, Juan José GarcÃa-Ripoll +1
We introduce a variational algorithm based on Matrix Product States that is trained by minimizing a generalized free energy defined using Tsallis entropy instead of the standard Gi…