Fundamental limits on concentrating and preserving tensorized quantum
resources
- URL: http://arxiv.org/abs/2104.12307v2
- Date: Tue, 2 Jan 2024 15:07:07 GMT
- Title: Fundamental limits on concentrating and preserving tensorized quantum
resources
- Authors: Jaehak Lee, Kyunghyun Baek, Jiyong Park, Jaewan Kim, and Hyunchul Nha
- Abstract summary: We show that it is impossible to concentrate multiple noisy copies into a single better resource by free operations.
We show that quantum resources cannot be better protected from channel noises by employing correlated input states on joint channels.
- Score: 0.0
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Quantum technology offers great advantages in many applications by exploiting
quantum resources like nonclassicality, coherence, and entanglement. In
practice, an environmental noise unavoidably affects a quantum system and it is
thus an important issue to protect quantum resources from noise. In this work,
we investigate the manipulation of quantum resources possessing the so-called
tensorization property and identify the fundamental limitations on
concentrating and preserving those quantum resources. We show that if a
resource measure satisfies the tensorization property as well as the
monotonicity, it is impossible to concentrate multiple noisy copies into a
single better resource by free operations. Furthermore, we show that quantum
resources cannot be better protected from channel noises by employing
correlated input states on joint channels if the channel output resource
exhibits the tensorization property. We address several practical resource
measures where our theorems apply and manifest their physical meanings in
quantum resource manipulation.
Related papers
- The multimode conditional quantum Entropy Power Inequality and the squashed entanglement of the extreme multimode bosonic Gaussian channels [53.253900735220796]
Inequality determines the minimum conditional von Neumann entropy of the output of the most general linear mixing of bosonic quantum modes.
Bosonic quantum systems constitute the mathematical model for the electromagnetic radiation in the quantum regime.
arXiv Detail & Related papers (2024-10-18T13:59:50Z) - Operational advantage of quantum resources in a semi-device independent framework [0.0]
We show that for any resource theory with less than $d2$ number of linearly independent free states or free operations, there exist correlations that can detect the presence of a quantum resource.
For the particular case when the quantum channel is constrained to transmit only qubits, we explicitly construct witnesses to observe the presence of various quantum resources.
arXiv Detail & Related papers (2024-07-01T18:05:13Z) - Power Characterization of Noisy Quantum Kernels [52.47151453259434]
We show that noise may make quantum kernel methods to only have poor prediction capability, even when the generalization error is small.
We provide a crucial warning to employ noisy quantum kernel methods for quantum computation.
arXiv Detail & Related papers (2024-01-31T01:02:16Z) - Estimate distillable entanglement and quantum capacity by squeezing useless entanglement [5.086696108576776]
Quantum Internet relies on quantum entanglement as a fundamental resource for secure and efficient quantum communication.
It remains challenging to accurately estimate the distillable entanglement and its closely related essential quantity, the quantum capacity.
We propose efficiently computable upper bounds for both quantities based on the idea that the useless entanglement within a state or a quantum channel does not contribute to the distillable entanglement or the quantum capacity.
arXiv Detail & Related papers (2023-03-13T16:02:18Z) - The power of noisy quantum states and the advantage of resource dilution [62.997667081978825]
Entanglement distillation allows to convert noisy quantum states into singlets.
We show that entanglement dilution can increase the resilience of shared quantum states to local noise.
arXiv Detail & Related papers (2022-10-25T17:39:29Z) - Noisy Quantum Kernel Machines [58.09028887465797]
An emerging class of quantum learning machines is that based on the paradigm of quantum kernels.
We study how dissipation and decoherence affect their performance.
We show that decoherence and dissipation can be seen as an implicit regularization for the quantum kernel machines.
arXiv Detail & Related papers (2022-04-26T09:52:02Z) - One-Shot Yield-Cost Relations in General Quantum Resource Theories [5.37133760455631]
We establish a relation between the one-shot distillable resource yield and dilution cost.
We show that our techniques provide strong converse bounds relating the distillable resource and resource dilution cost in the regime.
arXiv Detail & Related papers (2021-10-05T17:59:30Z) - Quantifying Qubit Magic Resource with Gottesman-Kitaev-Preskill Encoding [58.720142291102135]
We define a resource measure for magic, the sought-after property in most fault-tolerant quantum computers.
Our formulation is based on bosonic codes, well-studied tools in continuous-variable quantum computation.
arXiv Detail & Related papers (2021-09-27T12:56:01Z) - Extendibility limits the performance of quantum processors [5.949779668853555]
We introduce the resource theory of unextendibility, which is associated with the inability of extending quantum entanglement in a given quantum state to multiple parties.
We derive non-asymptotic, upper bounds on the rate at which quantum communication or entanglement preservation is possible by utilizing an arbitrary quantum channel a finite number of times.
We show that the bounds obtained are significantly tighter than previously known bounds for quantum communication over both the depolarizing and erasure channels.
arXiv Detail & Related papers (2021-08-06T14:17:08Z) - Asymptotically Consistent Measures of General Quantum Resources:
Discord, Non-Markovianity, and Non-Gaussianity [1.90365714903665]
In this paper, we establish an alternative axiom, of resource measures, which quantify resources without contradicting the rates of the resource transformation.
Results show that consistent resource measures are widely applicable to the quantitative analysis of various quantum-dimensional properties.
arXiv Detail & Related papers (2021-03-09T19:08:36Z) - Quantum noise protects quantum classifiers against adversaries [120.08771960032033]
Noise in quantum information processing is often viewed as a disruptive and difficult-to-avoid feature, especially in near-term quantum technologies.
We show that by taking advantage of depolarisation noise in quantum circuits for classification, a robustness bound against adversaries can be derived.
This is the first quantum protocol that can be used against the most general adversaries.
arXiv Detail & Related papers (2020-03-20T17:56:14Z)
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.