Group-invariant quantum machine learning

M Larocca, F Sauvage, FM Sbahi, G Verdon, PJ Coles… - PRX Quantum, 2022 - APS
Quantum machine learning (QML) models are aimed at learning from data encoded in
quantum states. Recently, it has been shown that models with little to no inductive biases (ie …

A geometric formulation to measure global and genuine entanglement in three-qubit systems

S Luna-Hernández, M Enríquez, O Rosas-Ortiz - Scientific Reports, 2024 - nature.com
We introduce a purely geometric formulation for two different measures addressed to
quantify the entanglement between different parts of a tripartite qubit system. Our approach …

Entanglement classification from a topological perspective

D Melnikov - Physical Review D, 2023 - APS
Classification of entanglement is an important problem in quantum resource theory. In this
paper we discuss an embedding of this problem in the context of topological quantum field …

Introduction to quantum entanglement in many-body systems

AK Srivastava, G Müller-Rigat, M Lewenstein… - New Trends and …, 2024 - Springer
The quantum mechanics formalism introduced new revolutionary concepts challenging our
everyday perceptions. Arguably, quantum entanglement, which explains correlations that …

Bridging coherence optics and classical mechanics: A generic light polarization-entanglement complementary relation

XF Qian, M Izadi - Physical Review Research, 2023 - APS
While optics and mechanics are two distinct branches of physics, they are connected. It is
well known that the geometrical/ray treatment of light has direct analogies to mechanical …

Multipartite entanglement

P Horodecki, Ł Rudnicki, K Życzkowski - arXiv preprint arXiv:2409.04566, 2024 - arxiv.org
In this contribution we present a concise introduction to quantum entanglement in
multipartite systems. After a brief comparison between bipartite systems and the simplest …

On the time evolution of fermionic occupation numbers

CL Benavides-Riveros, MAL Marques - The Journal of chemical …, 2019 - pubs.aip.org
We derive an approximate equation for the time evolution of the natural occupation numbers
for fermionic systems. The evolution of such numbers is connected with the symmetry …

Classification of four qubit states and their stabilisers under SLOCC operations

H Dietrich, WA De Graaf, A Marrani… - arXiv preprint arXiv …, 2021 - arxiv.org
We classify four qubit states under SLOCC operations, that is, we classify the orbits of the
group $\mathrm {\mathop {SL}}(2,\mathbb {C})^ 4$ on the Hilbert space $\mathcal {H} …

Barriers for recent methods in geodesic optimization

C Franks, P Reichenbach - arXiv preprint arXiv:2102.06652, 2021 - arxiv.org
We study a class of optimization problems including matrix scaling, matrix balancing,
multidimensional array scaling, operator scaling, and tensor scaling that arise frequently in …

Role of the pair potential for the saturation of generalized Pauli constraints

Ö Legeza, C Schilling - Physical Review A, 2018 - APS
The dependence of the (quasi-) saturation of the generalized Pauli constraints on the pair
potential is studied for ground states of few-fermion systems. For this, we consider spinless …