Quantifying total correlations in quantum systems through the Pearson correlation coefficient
- URL: http://arxiv.org/abs/2306.14458v3
- Date: Tue, 2 Jul 2024 05:33:22 GMT
- Title: Quantifying total correlations in quantum systems through the Pearson correlation coefficient
- Authors: Spyros Tserkis, Syed M. Assad, Ping Koy Lam, Prineha Narang,
- Abstract summary: We show that a quantum state can be correlated in either a classical or a quantum way, i.e., the two cases are mutually exclusive.
We also illustrate that, at least for the case of two-qubit systems, the distribution of the correlations among certain locally incompatible pairs of observables provides insight in regards to whether a system contains classical or quantum correlations.
- Score: 0.23999111269325263
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Conventionally, the total correlations within a quantum system are quantified through distance-based expressions such as the relative entropy or the square-norm. Those expressions imply that a quantum state can contain both classical and quantum correlations. In this work, we provide an alternative method to quantify the total correlations through the Pearson correlation coefficient. Using this method, we argue that a quantum state can be correlated in either a classical or a quantum way, i.e., the two cases are mutually exclusive. We also illustrate that, at least for the case of two-qubit systems, the distribution of the correlations among certain locally incompatible pairs of observables provides insight in regards to whether a system contains classical or quantum correlations. Finally, we show how correlations in quantum systems are connected to the general entropic uncertainty principle.
Related papers
- Precision bounds for multiple currents in open quantum systems [37.69303106863453]
We derivation quantum TURs and KURs for multiple observables in open quantum systems undergoing Markovian dynamics.
Our bounds are tighter than previously derived quantum TURs and KURs for single observables.
We also find an intriguing quantum signature of correlations captured by the off-diagonal element of the Fisher information matrix.
arXiv Detail & Related papers (2024-11-13T23:38:24Z) - Almost-quantum correlations violate the isotropy and homogeneity principles in flat space [0.0]
Almost quantum correlations are a post-quantum model which satisfies all kinematics of standard quantum correlations except one.
We invoke the isotropy and homogeneity principles of the flat space as a conclusive and distinguishing criterion to rule out the almost-quantum correlations model.
We prove that this condition is sufficient (and necessary) to reduce the almost quantum correlations model to quantum mechanics in both bipartite and multipartite systems.
arXiv Detail & Related papers (2024-11-12T08:21:54Z) - Normal quantum channels and Markovian correlated two-qubit quantum
errors [77.34726150561087]
We study general normally'' distributed random unitary transformations.
On the one hand, a normal distribution induces a unital quantum channel.
On the other hand, the diffusive random walk defines a unital quantum process.
arXiv Detail & Related papers (2023-07-25T15:33:28Z) - Physical interpretation of nonlocal quantum correlation through local
description of subsystems [19.542805787744133]
We propose the physical interpretation of nonlocal quantum correlation between two systems.
Different nonlocal quantum correlations can be discriminated from a single uncertainty relation derived under local hidden state (LHS)-LHS model only.
arXiv Detail & Related papers (2022-10-01T10:13:40Z) - General quantum correlation from nonreal values of Kirkwood-Dirac quasiprobability over orthonormal product bases [0.0]
A general quantum correlation, wherein entanglement is a subset, has been recognized as a resource in a variety of schemes of quantum information processing and quantum technology.
We show that it satisfies certain requirements expected for a quantifier of general quantum correlations.
Our results suggest a deep connection between the general quantum correlation and the nonclassical values of the KD quasiprobability and the associated strange weak values.
arXiv Detail & Related papers (2022-08-06T04:29:15Z) - Quantum nonreciprocal interactions via dissipative gauge symmetry [18.218574433422535]
One-way nonreciprocal interactions between two quantum systems are typically described by a cascaded quantum master equation.
We present a new approach for obtaining nonreciprocal quantum interactions that is completely distinct from cascaded quantum systems.
arXiv Detail & Related papers (2022-03-17T15:34:40Z) - Quantum-classical entropy analysis for nonlinearly-coupled
continuous-variable bipartite systems [0.0]
We investigate the behavior of classical analogs arising upon the removal of interference traits.
By comparing the quantum and classical entropy values, it is shown that, instead of entanglement production, such entropies rather provide us with information.
arXiv Detail & Related papers (2021-11-19T11:39:15Z) - Equilibrium and nonequilibrium quantum correlations between two
detectors in curved space time [9.793615002494237]
We show the quantum information of two qubits is encoded in the space time structure.
In nonequilibrium case, the nonequilibrium can also contribute to the correlations.
arXiv Detail & Related papers (2021-08-24T00:33:57Z) - Correlation energy and quantum correlations in a solvable model [0.0]
Under the quantum information context, it is possible to define some quantities in terms of the system's constituents that measure the classical and quantum correlations.
In this work, we apply concepts of quantum information in fermionic systems in order to study traditional correlation measures from a novel approach.
arXiv Detail & Related papers (2021-06-30T11:35:44Z) - Monogamy and trade-off relations for correlated quantum coherence [0.0]
We study the monogamy properties of the correlated coherence for the l 1 -norm and relative entropy measures of coherence.
We show that the correlated coherence is monogamous for tripartite pure quantum systems.
arXiv Detail & Related papers (2020-06-24T20:45:36Z) - Quantum Statistical Complexity Measure as a Signalling of Correlation
Transitions [55.41644538483948]
We introduce a quantum version for the statistical complexity measure, in the context of quantum information theory, and use it as a signalling function of quantum order-disorder transitions.
We apply our measure to two exactly solvable Hamiltonian models, namely: the $1D$-Quantum Ising Model and the Heisenberg XXZ spin-$1/2$ chain.
We also compute this measure for one-qubit and two-qubit reduced states for the considered models, and analyse its behaviour across its quantum phase transitions for finite system sizes as well as in the thermodynamic limit by using Bethe ansatz.
arXiv Detail & Related papers (2020-02-05T00:45:21Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.