Scaling of energy and power in a large quantum battery-charger model
- URL: http://arxiv.org/abs/2208.10190v4
- Date: Fri, 28 Oct 2022 04:45:25 GMT
- Title: Scaling of energy and power in a large quantum battery-charger model
- Authors: Lei Gao, Chen Cheng, Wen-Bin He, Rubem Mondaini, Xi-Wen Guan and
Hai-Qing Lin
- Abstract summary: We investigate a multi-qubit quantum battery-charger model, focusing on its potential emulation on a superconducting qubit chip.
By checking a diverse set of system configurations, we classify the system size scalings of $E_Brm max$ and $P_Brm max$.
Our work provides an overall guide for expected features in experiments of quantum batteries emulated in superconducting qubit platforms.
- Score: 7.927685242174114
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: We investigate a multi-qubit quantum battery-charger model, focusing on its
potential emulation on a superconducting qubit chip. Using a large-spin
representation, we first obtain the analytical form of the energy $E_B(t)$,
power $P_B(t)$ and their maximum values, $E_B^{\rm max}$ and $P_B^{\rm max}$,
of the battery part by means of the antiferromagnetic Holstein-Primakoff
(AFM-HP) transformation within the low-energy approximation. In this case, our
results show that superextensive scaling behavior of $P_B^{\rm max}$ ensues. By
further combining these with the ones obtained via exact diagonalization (ED),
we classify the dynamics of various physical quantities, including the
entanglement between the battery and charger parts for system sizes
encompassing over 10,000 qubits. Finally, by checking a diverse set of system
configurations, including either a fixed battery size with growing number of
charger qubits, or when both parts simultaneously grow, we classify the system
size scalings of $E_B^{\rm max}$ and $P_B^{\rm max}$, relating it with the
entanglement entropy in the system. In agreement with the analytical results,
robust superextensive behavior of $P_B^{\rm max}$ is also observed in this
case. Our work provides an overall guide for expected features in experiments
of quantum batteries emulated in superconducting qubit platforms, in particular
ones that exhibit long-range couplings.
Related papers
- Towards large-scale quantum optimization solvers with few qubits [59.63282173947468]
We introduce a variational quantum solver for optimizations over $m=mathcalO(nk)$ binary variables using only $n$ qubits, with tunable $k>1$.
We analytically prove that the specific qubit-efficient encoding brings in a super-polynomial mitigation of barren plateaus as a built-in feature.
arXiv Detail & Related papers (2024-01-17T18:59:38Z) - Optimal energy storage in the Tavis-Cummings quantum battery [11.061126692312946]
The Tavis-Cummings (TC) model serves as a natural physical realization of a quantum battery.
In this study, we introduce the invariant subspace method to effectively represent the quantum dynamics of the TC battery.
arXiv Detail & Related papers (2023-12-20T21:36:09Z) - Variational-quantum-eigensolver-inspired optimization for spin-chain work extraction [39.58317527488534]
Energy extraction from quantum sources is a key task to develop new quantum devices such as quantum batteries.
One of the main issues to fully extract energy from the quantum source is the assumption that any unitary operation can be done on the system.
We propose an approach to optimize the extractable energy inspired by the variational quantum eigensolver (VQE) algorithm.
arXiv Detail & Related papers (2023-10-11T15:59:54Z) - Quantum Dicke battery supercharging in the "bound luminocity" state [0.0]
Dicke model describes an ensemble of two--level systems interacting with a single--mode electromagnetic wave in a resonator cavity.
In order to charge the battery, a coupling between the ensemble of two--level systems and resonator cavity should be turned off at a certain moment of time.
We derive analytically the superlinear law for the quantum battery charging power.
arXiv Detail & Related papers (2023-09-21T19:01:16Z) - Simulation of IBM's kicked Ising experiment with Projected Entangled
Pair Operator [71.10376783074766]
We perform classical simulations of the 127-qubit kicked Ising model, which was recently emulated using a quantum circuit with error mitigation.
Our approach is based on the projected entangled pair operator (PEPO) in the Heisenberg picture.
We develop a Clifford expansion theory to compute exact expectation values and use them to evaluate algorithms.
arXiv Detail & Related papers (2023-08-06T10:24:23Z) - On sampling determinantal and Pfaffian point processes on a quantum
computer [49.1574468325115]
DPPs were introduced by Macchi as a model in quantum optics the 1970s.
Most applications require sampling from a DPP, and given their quantum origin, it is natural to wonder whether sampling a DPP on a classical computer is easier than on a classical one.
Vanilla sampling consists in two steps, of respective costs $mathcalO(N3)$ and $mathcalO(Nr2)$ operations on a classical computer, where $r$ is the rank of the kernel matrix.
arXiv Detail & Related papers (2023-05-25T08:43:11Z) - Unimon qubit [42.83899285555746]
Superconducting qubits are one of the most promising candidates to implement quantum computers.
Here, we introduce and demonstrate a superconducting-qubit type, the unimon, which combines the desired properties of high non-linearity, full insensitivity to dc charge noise, insensitivity to flux noise, and a simple structure consisting only of a single Josephson junction in a resonator.
arXiv Detail & Related papers (2022-03-11T12:57:43Z) - Extended Dicke quantum battery with interatomic interactions and driving
field [0.0]
We investigate the charging process of quantum battery systems in an extended Dicke model with both atomic interactions and an external driving field.
For the maximum charging power, we obtain the quantum advantage of the QB, which approximately satisfies a superlinear scaling relation $P_maxpropto Nalpha$.
In the ultra-strong coupling regime, the atomic interaction can lead to a faster battery charging, and the quantum advantage $alpha = 1.88$ can be achieved.
arXiv Detail & Related papers (2021-12-25T12:18:15Z) - Graph neural networks for fast electron density estimation of molecules,
liquids, and solids [0.0]
We present a machine learning framework for the prediction of $rho(vecr)$.
The model is tested across multiple data sets of molecules (QM9), liquid ethylene carbonate electrolyte (EC) and LixNiyMnzCo (1-y-z)O2 lithium ion battery cathodes (NMC)
arXiv Detail & Related papers (2021-12-01T16:57:31Z) - Lower and upper bounds of quantum battery power in multiple central spin
systems [2.8240204213951343]
We study the energy transfer process in quantum battery systems consisting of multiple central spins and bath spins.
For the single central-spin battery, we analytically derive the time evolutions of the energy transfer and the charging power with arbitrary number of bath spins.
arXiv Detail & Related papers (2021-03-14T02:38:02Z) - Mapping the charge-dyon system into the position-dependent effective
mass background via Pauli equation [77.34726150561087]
This work aims to reproduce a quantum system composed of a charged spin - $1/2$ fermion interacting with a dyon with an opposite electrical charge.
arXiv Detail & Related papers (2020-11-01T14:38:34Z)
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.