activity
20092025
most citedSingle-preparation unsupervised quantum machine learning: concepts and applications

21 citations · 55 across the 13 of their papers we have counts for

collaborators

13 papers

quant-ph2025

The Landau-Feynman transiently open quantum system: entanglement and density operators

Alain Deville, Yannick Deville

Users of quantum mechanics, both in physics and in the field of quantum information, are familiar with the concept of a statistical mixture as introduced by von Neumann, and with t…

quant-ph2024

Multi-stage tomography based on eigenanalysis for high-dimensional dense unitary processes in gate-based quantum computers

Yannick Deville, Alain Deville

Quantum Process Tomography (QPT) methods aim at identifying, i.e. estimating, a quantum process. QPT is a major quantum information processing tool, since it especially allows one…

quant-ph2024★ 1 cited

Solving the Zeh problem about the density operator with higher-order statistics

Alain Deville, Yannick Deville

Since a 1932 work from von Neumann, it is generally considered that if two statistical mixtures are represented by the same density operator \r{ho}, they should in fact be consider…

quant-ph2022★ 2 cited

Beyond the density operator and Tr(ρA): Exploiting the higher-order statistics of random-coefficient pure states for quantum information processing

Yannick Deville, Alain Deville

Two types of states are widely used in quantum mechanics, namely (deterministic-coefficient) pure states and statistical mixtures. A density operator can be associated with each of…

quant-ph2022

Random-coefficient pure states, the density operator formalism and the Zeh problem

Alain Deville, Yannick Deville

Quantum electronics is significantly involved in the development of the field of quantum information processing. In this domain, the growth of Blind Quantum Source Separation and B…

quant-ph2021★ 1 cited

Statistical intrusion detection and eavesdropping in quantum channels with coupling: Multiple-preparation and single-preparation methods

Yannick Deville, Alain Deville, Ali Mansour +2

Classical, i.e. non-quantum, communications include configurations with multiple-input multiple-output (MIMO) channels. Some associated signal processing tasks consider these chann…