Generating random density matrices

K Życzkowski, KA Penson, I Nechita…�- Journal of Mathematical�…, 2011 - pubs.aip.org
We study various methods to generate ensembles of random density matrices of a fixed size
N, obtained by partial trace of pure states on composite systems. Structured ensembles of�…

Symmetries of quantum evolutions

G Chiribella, E Aurell, K Życzkowski�- Physical Review Research, 2021 - APS
A cornerstone of quantum mechanics is the characterization of symmetries provided by
Wigner's theorem. Wigner's theorem establishes that every symmetry of the quantum state�…

Storage capacity and learning capability of quantum neural networks

M Lewenstein, A Gratsea…�- Quantum Science�…, 2021 - iopscience.iop.org
We study the storage capacity of quantum neural networks (QNNs), described by completely
positive trace preserving (CPTP) maps acting on an N-dimensional Hilbert space. We�…

Jarzynski-like equality of nonequilibrium information production based on quantum cross-entropy

A Sone, N Yamamoto, T Holdsworth, P Narang�- Physical Review Research, 2023 - APS
The two-time measurement scheme is well studied in the context of quantum fluctuation
theorem. However, it becomes infeasible when the random variable determined by a single�…

Quartic quantum theory: an extension of the standard quantum mechanics

K Życzkowski�- Journal of Physics A: Mathematical and�…, 2008 - iopscience.iop.org
We propose an extended quantum theory, in which the number K of parameters necessary
to characterize a quantum state behaves as fourth power of the number N of distinguishable�…

Generalized measure of quantum Fisher information

A Sone, M Cerezo, JL Beckey, PJ Coles�- Physical Review A, 2021 - APS
In this work, we present a lower bound on the quantum Fisher information (QFI) which is
efficiently computable on near-term quantum devices. This bound itself is of interest, as we�…

Universal properties of partial quantum maps

P Andr�s-Mart��-nez, C Heunen…�- arXiv preprint arXiv�…, 2022 - arxiv.org
We provide a universal construction of the category of finite-dimensional C*-algebras and
completely positive trace-nonincreasing maps from the rig category of finite-dimensional�…

[HTML][HTML] Quantum hidden Markov models based on transition operation matrices

M Cholewa, P Gawron, P Głomb, D Kurzyk�- Quantum Information�…, 2017 - Springer
In this work, we extend the idea of quantum Markov chains (Gudder in J Math Phys 49 (7):
072105 [3]) in order to propose quantum hidden Markov models (QHMMs). For that, we use�…

Geometry of sets of quantum maps: a generic positive map acting on a high-dimensional system is not completely positive

SJ Szarek, E Werner, K Życzkowski�- Journal of mathematical physics, 2008 - pubs.aip.org
We investigate the set (a) of positive, trace preserving maps acting on density matrices of
size N and a sequence of its nested subsets: the sets of maps which are (b)�…

Equilibration and typicality in quantum processes

P Figueroa-Romero�- arXiv preprint arXiv:2102.02289, 2021 - arxiv.org
Forgetfulness is a common feature of nature. Moreover, without forgetfulness, repeatability
would be impossible. Despite this, small systems constantly leak information about their�…