activity
20202026
most citedDensity Matrix Emulation of Quantum Recurrent Neural Networks for Multivariate Time Series Prediction

9 citations · 9 across the 4 of their papers we have counts for

collaborators

5 papers

quant-ph2026

Path integral formulation of finite-dimensional quantum mechanics in discrete phase space

Leonardo A. Pachon, Andres D. Gomez

We develop a path integral representation for the dynamics of quantum systems with a finite-dimensional Hilbert space, formulated entirely within a discrete phase space. Starting f…

quant-ph2025

NetQMPI: An MPI-Inspired library for programming Distributed Quantum Applications over Quantum Networks using NetQASM SDK

F. Javier Cardama, Tomás F. Pena

Distributed Quantum Computing (DQC) is essential for scaling quantum algorithms beyond the limitations of monolithic NISQ devices. However, the current software ecosystem forces de…

quant-ph2023★ 9 cited

Density Matrix Emulation of Quantum Recurrent Neural Networks for Multivariate Time Series Prediction

José Daniel Viqueira, Daniel Faílde, Mariamo M. Juane +2

Quantum Recurrent Neural Networks (QRNNs) are robust candidates for modelling and predicting future values in multivariate time series. However, the effective implementation of som…

quant-ph2021

Quantum Arithmetic for Directly Embedded Arrays

Alberto Manzano, Daniele Musso, Álvaro Leitao +4

We describe a general-purpose framework to design quantum algorithms relying upon an efficient handling of arrays. The corner-stone of the framework is the direct embedding of info…

quant-ph2020

Hermitian Matrix Definiteness from Quantum Phase Estimation

Andrés Gómez, Javier Mas

An algorithm to classify a general Hermitian matrix according to its signature (positive semi-definite, negative or indefinite) is presented. It builds on the Quantum Phase Estimat…