5 papers
GroverFigureOfMerit: An Agnostic Figure of Merit for Quantum Backend Characterization in the NISQ Era
Tiago Restucha, Marcos Guillermo Lammers, Alejandro Fernández
The Noisy Intermediate-Scale Quantum (NISQ) era poses a challenge for developers: hardware providers expose capabilities through heterogeneous interfaces with proprietary metrics v…
Quantum Software Engineering in Practice: FPGA and AI Integration for Quantum Certification
Marcos Guillermo Lammers, José Manuel Suárez, Adrián Pousa +2
The emergence of Quantum Software Engineering (QSE) responds to the need for systematic, disciplined, and quantifiable approaches to the development, operation, and maintenance of…
CNN+FoF: application of deep learning to the identification of dark matter haloes
Soumadeep Maiti, Carlos M. Correa, Andrea Fiorilli +4
We present a deep-learning-based approach for identifying dark matter haloes in cosmological N-body simulations. Our framework consists of a volumetric Convolutional Neural Network…
Quantum Resource Management in the NISQ Era: Challenges, Vision, and a Runtime Framework
Marcos Guillermo Lammers, Federico Hernán Holik, Alejandro Fernández
Quantum computers represent a radical technological advancement in the way information is processed by using the principles of quantum mechanics to solve very complex problems that…
Quantum Resource Management in the NISQ Era: Implications and Perspectives from Software Engineering
Marcos Guillermo Lammers, Federico Hernán Holik, Alejandro Fernández
Quantum computers represent a radical technological breakthrough in information processing by leveraging the principles of quantum mechanics to solve highly complex problems beyond…