1
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Hadipour M, Haseli S. Work extraction from quantum coherence in non-equilibrium environment. Sci Rep 2024; 14:24876. [PMID: 39438638 PMCID: PMC11496670 DOI: 10.1038/s41598-024-75478-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 10/07/2024] [Indexed: 10/25/2024] Open
Abstract
Ergotropy, which represents the maximum amount of work that can be extracted from a quantum system, has become a focal point of interest in the fields of quantum thermodynamics and information processing. In practical scenarios, the interaction of quantum systems with their surrounding environment is unavoidable. Recent studies have increasingly focused on analyzing open quantum systems affected by non-stationary environmental fluctuations due to their significant impact on various physical scenarios. While much research has concentrated on work extraction from these systems, it often assumes that the environmental degrees of freedom are substantial and that the environment is effectively in equilibrium. This has led us to explore work extraction from quantum systems under non-stationary environmental conditions. In this work, the dynamics of ergotropy will be investigated in a non-equilibrium environment for both Markovian and non-Markovian regime. In this study, both the coherent and incoherent parts of the ergotropy will be considered. It will be shown that for a non-equilibrium environment, the extraction of work is more efficient compared to when the environment is in equilibrium.
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Affiliation(s)
- Maryam Hadipour
- Faculty of Physics, Urmia University of Technology, Urmia, Iran
| | - Soroush Haseli
- Faculty of Physics, Urmia University of Technology, Urmia, Iran.
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2
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Song WL, Liu HB, Zhou B, Yang WL, An JH. Remote Charging and Degradation Suppression for the Quantum Battery. PHYSICAL REVIEW LETTERS 2024; 132:090401. [PMID: 38489615 DOI: 10.1103/physrevlett.132.090401] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 01/22/2024] [Indexed: 03/17/2024]
Abstract
The quantum battery (QB) makes use of quantum effects to store and supply energy, which may outperform its classical counterpart. However, there are two challenges in this field. One is that the environment-induced decoherence causes the energy loss and aging of the QB, the other is that the decreasing of the charger-QB coupling strength with increasing their distance makes the charging of the QB become inefficient. Here, we propose a QB scheme to realize a remote charging via coupling the QB and the charger to a rectangular hollow metal waveguide. It is found that an ideal charging is realized as long as two bound states are formed in the energy spectrum of the total system consisting of the QB, the charger, and the electromagnetic environment in the waveguide. Using the constructive role of the decoherence, our QB is immune to the aging. Additionally, without resorting to the direct charger-QB interaction, our scheme works in a way of long-range and wireless-like charging. Effectively overcoming the two challenges, our result supplies an insightful guideline to the practical realization of the QB by reservoir engineering.
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Affiliation(s)
- Wan-Lu Song
- Department of Physics, Hubei University, Wuhan 430062, China
| | - Hai-Bin Liu
- Department of Physics, Hubei University, Wuhan 430062, China
| | - Bin Zhou
- Department of Physics, Hubei University, Wuhan 430062, China
| | - Wan-Li Yang
- State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
| | - Jun-Hong An
- Key Laboratory of Quantum Theory and Applications of MoE, Lanzhou Center for Theoretical Physics, and Key Laboratory of Theoretical Physics of Gansu Province, Lanzhou University, Lanzhou 730000, China
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3
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Mohammadi A, Shafiee A. Quantum non-Markovianity, quantum coherence and extractable work in a general quantum process. Phys Chem Chem Phys 2024; 26:3990-3999. [PMID: 38224013 DOI: 10.1039/d3cp04528e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2024]
Abstract
A key concept in quantum thermodynamics is extractable work, which specifies the maximum amount of work that can be extracted from a quantum system. Different quantities are used to measure extractable work, the most prevalent of which are ergotropy and the difference between the non-equilibrium and equilibrium quantum free energies. Using the latter, we investigate the evolution of extractable work when an open quantum system undergoes a general quantum process described by a completely-positive and trace-preserving dynamical map. We derive a fundamental equation of thermodynamics for such processes as a relation between the distinct sorts of energy change in such a way that the first and the second law of thermodynamics are combined. We then identify the contributions from the reversible and irreversible processes in this equation and demonstrate that they are respectively responsible for the evolution of heat and extractable work of the open quantum system. Furthermore, we show how this correspondence between irreversibility and extractable work has the potential to provide a clear explanation of how the quantum properties of a system affect its extractable work evolution. Specifically, we establish this by directly connecting the change in extractable work with the change in standard quantifiers of quantum non-Markovianity and quantum coherence during a general quantum process. We illustrate these results with two examples.
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Affiliation(s)
- Amin Mohammadi
- Research Group on Foundations of Quantum Theory and Information, Department of Chemistry, Sharif University of Technology, P.O. Box 11365-9516, Tehran, Iran.
| | - Afshin Shafiee
- Research Group on Foundations of Quantum Theory and Information, Department of Chemistry, Sharif University of Technology, P.O. Box 11365-9516, Tehran, Iran.
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4
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Bakhshinezhad P, Jablonski BR, Binder FC, Friis N. Trade-offs between precision and fluctuations in charging finite-dimensional quantum batteries. Phys Rev E 2024; 109:014131. [PMID: 38366482 DOI: 10.1103/physreve.109.014131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 12/21/2023] [Indexed: 02/18/2024]
Abstract
Within quantum thermodynamics, many tasks are modeled by processes that require work sources represented by out-of-equilibrium quantum systems, often dubbed quantum batteries, in which work can be deposited or from which work can be extracted. Here we consider quantum batteries modeled as finite-dimensional quantum systems initially in thermal equilibrium that are charged via cyclic Hamiltonian processes. We present optimal or near-optimal protocols for N identical two-level systems and individual d-level systems with equally spaced energy gaps in terms of the charging precision and work fluctuations during the charging process. We analyze the trade-off between these figures of merit as well as the performance of local and global operations.
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Affiliation(s)
- Pharnam Bakhshinezhad
- Atominstitut, Technische Universität Wien, Stadionallee 2, 1020 Vienna, Austria
- Department of Physics and Nanolund, Lund University, Box 118, 221 00 Lund, Sweden
- Institute for Quantum Optics and Quantum Information-IQOQI Vienna, Austrian Academy of Sciences, Boltzmanngasse 3, 1090 Vienna, Austria
| | - Beniamin R Jablonski
- Institute for Quantum Optics and Quantum Information-IQOQI Vienna, Austrian Academy of Sciences, Boltzmanngasse 3, 1090 Vienna, Austria
| | - Felix C Binder
- School of Physics, Trinity College Dublin, Dublin 2, Ireland
| | - Nicolai Friis
- Atominstitut, Technische Universität Wien, Stadionallee 2, 1020 Vienna, Austria
- Institute for Quantum Optics and Quantum Information-IQOQI Vienna, Austrian Academy of Sciences, Boltzmanngasse 3, 1090 Vienna, Austria
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5
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Zhu G, Chen Y, Hasegawa Y, Xue P. Charging Quantum Batteries via Indefinite Causal Order: Theory and Experiment. PHYSICAL REVIEW LETTERS 2023; 131:240401. [PMID: 38181157 DOI: 10.1103/physrevlett.131.240401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 05/15/2023] [Accepted: 10/25/2023] [Indexed: 01/07/2024]
Abstract
In the standard quantum theory, the causal order of occurrence between events is prescribed, and must be definite. This has been maintained in all conventional scenarios of operation for quantum batteries. In this study we take a step further to allow the charging of quantum batteries in an indefinite causal order (ICO). We propose a nonunitary dynamics-based charging protocol and experimentally investigate this using a photonic quantum switch. Our results demonstrate that both the amount of energy charged and the thermal efficiency can be boosted simultaneously. Moreover, we reveal a counterintuitive effect that a relatively less powerful charger guarantees a charged battery with more energy at a higher efficiency. Through investigation of different charger configurations, we find that ICO protocol can outperform the conventional protocols and gives rise to the anomalous inverse interaction effect. Our findings highlight a fundamental difference between the novelties arising from ICO and other coherently controlled processes, providing new insights into ICO and its potential applications.
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Affiliation(s)
- Gaoyan Zhu
- Beijing Computational Science Research Center, Beijing 100084, China
| | - Yuanbo Chen
- Department of Information and Communication Engineering, Graduate School of Information Science and Technology, The University of Tokyo, Tokyo 113-8656, Japan
| | - Yoshihiko Hasegawa
- Department of Information and Communication Engineering, Graduate School of Information Science and Technology, The University of Tokyo, Tokyo 113-8656, Japan
| | - Peng Xue
- Beijing Computational Science Research Center, Beijing 100084, China
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6
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Mojaveri B, Jafarzadeh Bahrbeig R, Fasihi MA, Babanzadeh S. Enhancing the direct charging performance of an open quantum battery by adjusting its velocity. Sci Rep 2023; 13:19827. [PMID: 37964073 PMCID: PMC10645758 DOI: 10.1038/s41598-023-47193-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Accepted: 11/10/2023] [Indexed: 11/16/2023] Open
Abstract
The performance of open quantum batteries (QBs) is severely limited by decoherence due to the interaction with the surrounding environment. So, protecting the charging processes against decoherence is of great importance for realizing QBs. In this work we address this issue by developing a charging process of a qubit-based open QB composed of a qubit-battery and a qubit-charger, where each qubit moves inside an independent cavity reservoir. Our results show that, in both the Markovian and non-Markovian dynamics, the charging characteristics, including the charging energy, efficiency and ergotropy, regularly increase with increasing the speed of charger and battery qubits. Interestingly, when the charger and battery move with higher velocities, the initial energy of the charger is completely transferred to the battery in the Markovian dynamics. In this situation, it is possible to extract the total stored energy as work for a long time. Our findings show that open moving-qubit systems are robust and reliable QBs, thus making them a promising candidate for experimental implementations.
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Affiliation(s)
- B Mojaveri
- Department of Physics, Azarbaijan Shahid Madani University, PO Box 51745-406, Tabriz, Iran.
| | - R Jafarzadeh Bahrbeig
- Department of Physics, Azarbaijan Shahid Madani University, PO Box 51745-406, Tabriz, Iran
| | - M A Fasihi
- Department of Physics, Azarbaijan Shahid Madani University, PO Box 51745-406, Tabriz, Iran
| | - S Babanzadeh
- Department of Physics, Azarbaijan Shahid Madani University, PO Box 51745-406, Tabriz, Iran
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7
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Hadipour M, Haseli S, Dolatkhah H, Rashidi M. Study the charging process of moving quantum batteries inside cavity. Sci Rep 2023; 13:10672. [PMID: 37393354 DOI: 10.1038/s41598-023-37800-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Accepted: 06/28/2023] [Indexed: 07/03/2023] Open
Abstract
In quantum mechanics, quantum batteries are devices that can store energy by utilizing the principles of quantum mechanics. While quantum batteries has been investigated largely theoretical, recent research indicates that it may be possible to implement such a device using existing technologies. The environment plays an important role in the charging of quantum batteries. If a strong coupling exists between the environment and the battery, then battery can be charged properly. It has also been demonstrated that quantum battery can be charged even in weak coupling regime just by choosing a suitable initial state for battery and charger. In this study, we investigate the charging process of open quantum batteries mediated by a common dissipative environment. We will consider a wireless-like charging scenario, where there is no external power and direct interaction between charger and battery. Moreover, we consider the case in which the battery and charger move inside the environment with a particular speed. Our results demonstrate that the movement of the quantum battery inside the environment has a negative effect on the performance of the quantum batteries during the charging process. It is also shown that the non-Markovian environment has a positive effect on improving battery performance.
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Affiliation(s)
- Maryam Hadipour
- Faculty of Physics, Urmia University of Technology, Urmia, Iran
| | - Soroush Haseli
- Faculty of Physics, Urmia University of Technology, Urmia, Iran.
- School of Physics, Institute for Research in Fundamental Sciences (IPM), P.O. Box 19395-5531, Tehran, Iran.
| | - Hazhir Dolatkhah
- RCQI, Institute of physics, Slovak Academy of Sciences, Dúbravská Cesta 9, 84511, Bratislava, Slovakia
| | - Maryam Rashidi
- Department of Medical Physics, Faculty of Medicine, Urmia University of Medical Sciences, Urmia, Iran
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8
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Shaghaghi V, Singh V, Carrega M, Rosa D, Benenti G. Lossy Micromaser Battery: Almost Pure States in the Jaynes-Cummings Regime. ENTROPY (BASEL, SWITZERLAND) 2023; 25:430. [PMID: 36981319 PMCID: PMC10048159 DOI: 10.3390/e25030430] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 02/15/2023] [Accepted: 02/25/2023] [Indexed: 06/01/2023]
Abstract
We consider a micromaser model of a quantum battery, where the battery is a single mode of the electromagnetic field in a cavity, charged via repeated interactions with a stream of qubits, all prepared in the same non-equilibrium state, either incoherent or coherent, with the matter-field interaction modeled by the Jaynes-Cummings model. We show that the coherent protocol is superior to the incoherent one, in that an effective pure steady state is achieved for generic values of the model parameters. Finally, we supplement the above collision model with cavity losses, described by a Lindblad master equation. We show that battery performances, in terms of stored energy, charging power, and steady-state purity, are slightly degraded up to moderated dissipation rate. Our results show that micromasers are robust and reliable quantum batteries, thus making them a promising model for experimental implementations.
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Affiliation(s)
- Vahid Shaghaghi
- Center for Nonlinear and Complex Systems, Dipartimento di Scienza e Alta Tecnologia, Università degli Studi dell’Insubria, via Valleggio 11, 22100 Como, Italy
- Istituto Nazionale di Fisica Nucleare, Sezione di Milano, via Celoria 16, 20133 Milano, Italy
- Center for Theoretical Physics of Complex Systems, Institute for Basic Science (IBS), Daejeon 34126, Republic of Korea
| | - Varinder Singh
- Center for Theoretical Physics of Complex Systems, Institute for Basic Science (IBS), Daejeon 34126, Republic of Korea
| | | | - Dario Rosa
- Center for Theoretical Physics of Complex Systems, Institute for Basic Science (IBS), Daejeon 34126, Republic of Korea
- Basic Science Program, Korea University of Science and Technology (UST), Daejeon 34113, Republic of Korea
| | - Giuliano Benenti
- Center for Nonlinear and Complex Systems, Dipartimento di Scienza e Alta Tecnologia, Università degli Studi dell’Insubria, via Valleggio 11, 22100 Como, Italy
- Istituto Nazionale di Fisica Nucleare, Sezione di Milano, via Celoria 16, 20133 Milano, Italy
- NEST, Istituto Nanoscienze-CNR, 56126 Pisa, Italy
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9
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Li JL, Shen HZ, Yi XX. Quantum batteries in non-Markovian reservoirs. OPTICS LETTERS 2022; 47:5614-5617. [PMID: 37219284 DOI: 10.1364/ol.471820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 09/24/2022] [Indexed: 05/24/2023]
Abstract
In this Letter, we propose schemes to improve the performance of quantum batteries and provide a new, to the best of our knowledge, quantum source for a quantum battery without an external driving field. We show that the memory effect of the non-Markovian reservoir can play a significant role in improving the performance of quantum batteries, which originates from a backflow on the ergotropy in the non-Markovian regime, while there is no counterpart in Markovian approximation. We find that the peak for the maximum average storing power in the non-Markovian regime can be enhanced by manipulating the coupling strength between the charger and the battery. Finally, we find that the battery can also be charged by non-rotating wave terms without driving fields.
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10
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Song ML, Li LJ, Song XK, Ye L, Wang D. Environment-mediated entropic uncertainty in charging quantum batteries. Phys Rev E 2022; 106:054107. [PMID: 36559341 DOI: 10.1103/physreve.106.054107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Accepted: 10/18/2022] [Indexed: 11/06/2022]
Abstract
We studied the dynamics of entropic uncertainty in Markovian and non-Markovian systems during the charging of open quantum batteries (QBs) mediated by a common dissipation environment. In the non-Markovian regime, the battery is almost fully charged efficiently, and the strong non-Markovian property is beneficial for improving the charging power. In addition, the results show that the energy storage is closely related to the couplings of the charger-reservoir and battery-reservoir; that is, the stronger coupling of a charger reservoir improves energy storage. In particular, entanglement is required to obtain the most stored energy and is accompanied by the least tight entropic bound. Interestingly, it was found that the tightness of the entropic bound can be considered as a good indicator of the energy transfer in different charging processes, and the complete energy transfer always corresponds to the tightest entropic bound. Our results provide insight into the optimal charging efficiency of QBs during practical charging.
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Affiliation(s)
- Meng-Long Song
- School of Physics and Optoelectronic Engineering, Anhui University, Hefei 230601, People's Republic of China
| | - Li-Juan Li
- School of Physics and Optoelectronic Engineering, Anhui University, Hefei 230601, People's Republic of China
| | - Xue-Ke Song
- School of Physics and Optoelectronic Engineering, Anhui University, Hefei 230601, People's Republic of China
| | - Liu Ye
- School of Physics and Optoelectronic Engineering, Anhui University, Hefei 230601, People's Republic of China
| | - Dong Wang
- School of Physics and Optoelectronic Engineering, Anhui University, Hefei 230601, People's Republic of China
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11
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Shi HL, Ding S, Wan QK, Wang XH, Yang WL. Entanglement, Coherence, and Extractable Work in Quantum Batteries. PHYSICAL REVIEW LETTERS 2022; 129:130602. [PMID: 36206414 DOI: 10.1103/physrevlett.129.130602] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 08/22/2022] [Accepted: 09/12/2022] [Indexed: 06/16/2023]
Abstract
We investigate the connection between quantum resources and extractable work in quantum batteries. We demonstrate that quantum coherence in the battery or the battery-charger entanglement is a necessary resource for generating nonzero extractable work during the charging process. At the end of the charging process, we also establish a tight link of coherence and entanglement with the final extractable work: coherence naturally promotes the coherent work while coherence and entanglement inhibit the incoherent work. We also show that obtaining maximally coherent work is faster than obtaining maximally incoherent work. Examples ranging from the central-spin battery and the Tavis-Cummings battery to the spin-chain battery are given to illustrate these results.
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Affiliation(s)
- Hai-Long Shi
- School of Physics, Northwest University, Xi'an 710127, China
- State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, Wuhan Institute of Physics and Mathematics, APM, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Shu Ding
- School of Physics, Northwest University, Xi'an 710127, China
| | - Qing-Kun Wan
- State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, Wuhan Institute of Physics and Mathematics, APM, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiao-Hui Wang
- School of Physics, Northwest University, Xi'an 710127, China
- Shaanxi Key Laboratory for Theoretical Physics Frontiers, Xi'an 710127, China
- Peng Huanwu Center for Fundamental Theory, Xi'an 710127, China
| | - Wen-Li Yang
- Shaanxi Key Laboratory for Theoretical Physics Frontiers, Xi'an 710127, China
- Peng Huanwu Center for Fundamental Theory, Xi'an 710127, China
- Institute of Modern Physics, Northwest University, Xi'an 710127, China
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12
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Bassman Oftelie L, Klymko K, Liu D, Tubman NM, de Jong WA. Computing Free Energies with Fluctuation Relations on Quantum Computers. PHYSICAL REVIEW LETTERS 2022; 129:130603. [PMID: 36206437 DOI: 10.1103/physrevlett.129.130603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 01/07/2022] [Accepted: 08/05/2022] [Indexed: 06/16/2023]
Abstract
As a central thermodynamic property, free energy enables the calculation of virtually any equilibrium property of a physical system, allowing for the construction of phase diagrams and predictions about transport, chemical reactions, and biological processes. Thus, methods for efficiently computing free energies, which in general is a difficult problem, are of great interest to broad areas of physics and the natural sciences. The majority of techniques for computing free energies target classical systems, leaving the computation of free energies in quantum systems less explored. Recently developed fluctuation relations enable the computation of free energy differences in quantum systems from an ensemble of dynamic simulations. While performing such simulations is exponentially hard on classical computers, quantum computers can efficiently simulate the dynamics of quantum systems. Here, we present an algorithm utilizing a fluctuation relation known as the Jarzynski equality to approximate free energy differences of quantum systems on a quantum computer. We discuss under which conditions our approximation becomes exact, and under which conditions it serves as a strict upper bound. Furthermore, we successfully demonstrate a proof of concept of our algorithm using the transverse field Ising model on a real quantum processor. As quantum hardware continues to improve, we anticipate that our algorithm will enable computation of free energy differences for a wide range of quantum systems useful across the natural sciences.
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Affiliation(s)
| | | | - Diyi Liu
- School of Mathematics, University of Minnesota, Minnesota 55455, USA
| | - Norm M Tubman
- NASA Ames Research Center, Mountain View, California 94035, USA
| | - Wibe A de Jong
- Lawrence Berkeley National Lab, Berkeley, California 94720
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13
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Yao Y, Shao XQ. Optimal charging of open spin-chain quantum batteries via homodyne-based feedback control. Phys Rev E 2022; 106:014138. [PMID: 35974574 DOI: 10.1103/physreve.106.014138] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 07/08/2022] [Indexed: 06/15/2023]
Abstract
We study the problem of charging a dissipative one-dimensional XXX spin-chain quantum battery using local magnetic fields in the presence of spin decay. The introduction of quantum feedback control based on homodyne measurement contributes to improving various performances of the quantum battery, such as energy storage, ergotropy, and effective space utilization rate. For the zero-temperature environment, there is a set of optimal parameters to ensure that the spin-chain quantum battery can be fully charged and the energy stored in the battery can be fully extracted under the perfect measurement condition, which is found through the analytical calculation of a simple two-site spin-chain quantum battery and further verified by numerical simulation of a four-site spin-chain counterpart. For completeness, the adverse effects of imperfect measurement, anisotropic parameter, and finite temperature on the charging process of the quantum battery are also considered.
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Affiliation(s)
- Y Yao
- Center for Quantum Sciences and School of Physics, Northeast Normal University, Changchun 130024, China and Center for Advanced Optoelectronic Functional Materials Research, and Key Laboratory for UV Light-Emitting Materials and Technology of Ministry of Education, Northeast Normal University, Changchun 130024, China
| | - X Q Shao
- Center for Quantum Sciences and School of Physics, Northeast Normal University, Changchun 130024, China and Center for Advanced Optoelectronic Functional Materials Research, and Key Laboratory for UV Light-Emitting Materials and Technology of Ministry of Education, Northeast Normal University, Changchun 130024, China
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14
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Barra F. Efficiency Fluctuations in a Quantum Battery Charged by a Repeated Interaction Process. ENTROPY (BASEL, SWITZERLAND) 2022; 24:820. [PMID: 35741541 PMCID: PMC9223045 DOI: 10.3390/e24060820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 06/05/2022] [Accepted: 06/07/2022] [Indexed: 11/16/2022]
Abstract
A repeated interaction process assisted by auxiliary thermal systems charges a quantum battery. The charging energy is supplied by switching on and off the interaction between the battery and the thermal systems. The charged state is an equilibrium state for the repeated interaction process, and the ergotropy characterizes its charge. The working cycle consists in extracting the ergotropy and charging the battery again. We discuss the fluctuating efficiency of the process, among other fluctuating properties. These fluctuations are dominated by the equilibrium distribution and depend weakly on other process properties.
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Affiliation(s)
- Felipe Barra
- Departamento de Física, Facultad de Ciencias Físicas y Matemáticas, Universidad de Chile, Santiago 8370415, Chile
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15
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Gyhm JY, Šafránek D, Rosa D. Quantum Charging Advantage Cannot Be Extensive without Global Operations. PHYSICAL REVIEW LETTERS 2022; 128:140501. [PMID: 35476489 DOI: 10.1103/physrevlett.128.140501] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 02/08/2022] [Indexed: 06/14/2023]
Abstract
Quantum batteries are devices made from quantum states, which store and release energy in a fast and efficient manner, thus offering numerous possibilities in future technological applications. They offer a significant charging speedup when compared to classical batteries, due to the possibility of using entangling charging operations. We show that the maximal speedup that can be achieved is extensive in the number of cells, thus offering at most quadratic scaling in the charging power over the classically achievable linear scaling. To reach such a scaling, a global charging protocol, charging all the cells collectively, needs to be employed. This concludes the quest on the limits of charging power of quantum batteries and adds to other results in which quantum methods are known to provide at most quadratic scaling over their classical counterparts.
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Affiliation(s)
- Ju-Yeon Gyhm
- Center for Theoretical Physics of Complex Systems, Institute for Basic Science (IBS), Daejeon 34126, Republic of Korea
- Department of Physics and Astronomy, Seoul National University, 1 Gwanak-ro, Seoul 08826, Korea
| | - Dominik Šafránek
- Center for Theoretical Physics of Complex Systems, Institute for Basic Science (IBS), Daejeon 34126, Republic of Korea
| | - Dario Rosa
- Center for Theoretical Physics of Complex Systems, Institute for Basic Science (IBS), Daejeon 34126, Republic of Korea
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16
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Zakavati S, Tabesh FT, Salimi S. Bounds on charging power of open quantum batteries. Phys Rev E 2021; 104:054117. [PMID: 34942849 DOI: 10.1103/physreve.104.054117] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Accepted: 10/19/2021] [Indexed: 11/07/2022]
Abstract
In general, quantum systems most likely undergo open-system dynamics due to their smallness and sensitivity. Energy storage devices, so-called quantum batteries, are not excluded from this phenomenon. Here, we study fundamental bounds on the power of open quantum batteries from the geometric point of view. By defining an activity operator, a tight upper bound on the charging power is derived for the open quantum batteries in terms of the fluctuations of the activity operator and the quantum Fisher information. The variance of the activity operator may be interpreted as a generalized thermodynamic force, while the quantum Fisher information describes the speed of evolution in the state space of the battery. The thermodynamic interpretation of the upper bound is discussed in detail. As an example, a model for the battery, taking into account the environmental effects, is proposed, and the effect of dissipation and decoherence during the charging process on both the stored work and the charging power is investigated. Our results show that the upper bound is saturated in some time intervals. Also, the maximum value of both the stored work and the corresponding power is achieved in the non-Markovian underdamped regime.
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Affiliation(s)
- Shadab Zakavati
- Department of Physics, University of Kurdistan, P.O. Box 66177-15175, Sanandaj, Iran
| | - Fatemeh T Tabesh
- Department of Physics, University of Kurdistan, P.O. Box 66177-15175, Sanandaj, Iran
| | - Shahriar Salimi
- Department of Physics, University of Kurdistan, P.O. Box 66177-15175, Sanandaj, Iran
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17
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Yao Y, Shao XQ. Stable charging of a Rydberg quantum battery in an open system. Phys Rev E 2021; 104:044116. [PMID: 34781510 DOI: 10.1103/physreve.104.044116] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 09/22/2021] [Indexed: 11/07/2022]
Abstract
The charging of an open quantum battery is investigated where the charger and the quantum battery interact with a common environment. At zero temperature, the stored energy of the battery is optimal as the charger and the quantum battery share the same coupling strength (g_{C}=g_{B}). By contrast, in the presence of the quantum jump-based feedback control, the energy stored in the battery can be greatly enhanced for different couplings (g_{C}>g_{B}). Considering the feasibility of the experiment, a model of Rydberg quantum battery is proposed with cascade-type atoms interacting with a dissipative optical cavity. The effective coupling strength between the charger (quantum battery) and the cavity field is hence adjustable and one can make the battery close to perfect excitation. The adverse factors of charging quantum batteries such as time delay for feedback, finite temperature, and spontaneous emission of Rydberg atoms are also discussed, and the result shows that the quantum battery is still able to retain a satisfactory energy storage effect.
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Affiliation(s)
- Y Yao
- Center for Quantum Sciences and School of Physics, Northeast Normal University, Changchun 130024, China and Center for Advanced Optoelectronic Functional Materials Research, and Key Laboratory for UV Light-Emitting Materials and Technology of Ministry of Education, Northeast Normal University, Changchun 130024, China
| | - X Q Shao
- Center for Quantum Sciences and School of Physics, Northeast Normal University, Changchun 130024, China and Center for Advanced Optoelectronic Functional Materials Research, and Key Laboratory for UV Light-Emitting Materials and Technology of Ministry of Education, Northeast Normal University, Changchun 130024, China
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18
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Wang SY. Fluctuations in Extractable Work and Bounds on the Charging Power of Quantum Batteries. ENTROPY (BASEL, SWITZERLAND) 2021; 23:1455. [PMID: 34828153 PMCID: PMC8623022 DOI: 10.3390/e23111455] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 10/03/2021] [Accepted: 10/29/2021] [Indexed: 11/16/2022]
Abstract
Motivated by a recent disagreement about the claim that fluctuations in the free energy operator bound the charging power of a quantum battery, we present a critical analysis of the original derivation. The analysis shows that the above claim does not hold for both closed- and open-system dynamics. Our results indicate that the free energy operator is not a consistent quantifying operator for the work content of a charging quantum battery.
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Affiliation(s)
- Shang-Yung Wang
- Department of Physics, Tamkang University, New Taipei City 25137, Taiwan
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19
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Kamin FH, Salimi S, Santos AC. Exergy of passive states: Waste energy after ergotropy extraction. Phys Rev E 2021; 104:034134. [PMID: 34654149 DOI: 10.1103/physreve.104.034134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 09/15/2021] [Indexed: 11/07/2022]
Abstract
Work extraction protocol is always a significant issue in the context of quantum batteries, in which the notion of ergotropy is used to quantify a particular amount of energy that can be extracted through unitary processes. Given the total amount of energy stored in a quantum system, quantifying wasted energy after the ergotropy extraction is a question to be considered when undesired coupling with thermal reservoirs is taken into account. In this paper, we show that some amount of energy can be lost when we extract ergotropy from a quantum system and quantified by the exergy of passive states. Through a particular example, one shows that ergotropy extraction can be done by preserving the quantum correlations of a quantum system. Our study opens the perspective for new advances in open system quantum batteries able to explore exergy stored as quantum correlations.
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Affiliation(s)
- F H Kamin
- Department of Physics, University of Kurdistan, P. O. Box 66177-15175, Sanandaj, Iran
| | - S Salimi
- Department of Physics, University of Kurdistan, P. O. Box 66177-15175, Sanandaj, Iran
| | - Alan C Santos
- Departamento de Física, Universidade Federal de São Carlos, Rodovia Washington Luís, km 235-SP-310, 13565-905 São Carlos, SP, Brazil
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20
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Seah S, Perarnau-Llobet M, Haack G, Brunner N, Nimmrichter S. Quantum Speed-Up in Collisional Battery Charging. PHYSICAL REVIEW LETTERS 2021; 127:100601. [PMID: 34533344 DOI: 10.1103/physrevlett.127.100601] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 07/01/2021] [Accepted: 08/06/2021] [Indexed: 06/13/2023]
Abstract
We present a collision model for the charging of a quantum battery by identical nonequilibrium qubit units. When the units are prepared in a mixture of energy eigenstates, the energy gain in the battery can be described by a classical random walk, where both average energy and variance grow linearly with time. Conversely, when the qubits contain quantum coherence, interference effects buildup in the battery and lead to a faster spreading of the energy distribution, reminiscent of a quantum random walk. This can be exploited for faster and more efficient charging of a battery initialized in the ground state. Specifically, we show that coherent protocols can yield higher charging power than any possible incoherent strategy, demonstrating a quantum speed-up at the level of a single battery. Finally, we characterize the amount of extractable work from the battery through the notion of ergotropy.
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Affiliation(s)
- Stella Seah
- Département de Physique Appliquée, Université de Genève, 1211 Genève, Switzerland
| | | | - Géraldine Haack
- Département de Physique Appliquée, Université de Genève, 1211 Genève, Switzerland
| | - Nicolas Brunner
- Département de Physique Appliquée, Université de Genève, 1211 Genève, Switzerland
| | - Stefan Nimmrichter
- Naturwissenschaftlich-Technische Fakultät, Universität Siegen, Siegen 57068, Germany
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21
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García-Pintos LP, Hamma A, Del Campo A. García-Pintos, Hamma, and del Campo Reply. PHYSICAL REVIEW LETTERS 2021; 127:028902. [PMID: 34296920 DOI: 10.1103/physrevlett.127.028902] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 06/04/2021] [Indexed: 06/13/2023]
Abstract
We acknowledge that a derivation reported in Phys. Rev. Lett. 125, 040601 (2020)PRLTAO0031-900710.1103/PhysRevLett.125.040601 is incorrect as pointed out by Cusumano and Rudnicki. We respond by giving a correct proof of the claim "fluctuations in the free energy operator upper bound the charging power of a quantum battery" that we made in the Letter.
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Affiliation(s)
- Luis Pedro García-Pintos
- Joint Center for Quantum Information and Computer Science and Joint Quantum Institute, NIST/University of Maryland, College Park, Maryland 20742, USA
| | - Alioscia Hamma
- Department of Physics, University of Massachusetts, Boston, Massachusetts 02125, USA
| | - Adolfo Del Campo
- Department of Physics, University of Massachusetts, Boston, Massachusetts 02125, USA
- Donostia International Physics Center, E-20018 San Sebastián, Spain
- IKERBASQUE, Basque Foundation for Science, E-48013 Bilbao, Spain
- Department of Physics and Materials Science, University of Luxembourg, L-1511 Luxembourg, Luxembourg
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22
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Cusumano S, Rudnicki Ł. Comment on "Fluctuations in Extractable Work Bound the Charging Power of Quantum Batteries". PHYSICAL REVIEW LETTERS 2021; 127:028901. [PMID: 34296931 DOI: 10.1103/physrevlett.127.028901] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 06/04/2021] [Indexed: 06/13/2023]
Abstract
In the abstract of [Phys. Rev. Lett. 125, 040601 (2020)PRLTAO0031-900710.1103/PhysRevLett.125.040601] one can read that "[…] to have a nonzero rate of change of the extractable work, the state ρ_{W} of the battery cannot be an eigenstate of a 'free energy operator,' defined by F≡H_{W}+β^{-1}log(ρ_{W}), where H_{W} is the Hamiltonian of the battery and β is the inverse temperature […]." Contrarily to what is presented below Eq. (17) of the Letter, we observe that the above conclusion does not hold when the battery is subject to nonunitary dynamics.
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Affiliation(s)
- Stefano Cusumano
- International Centre for Theory of Quantum Technologies, University of Gdańsk, Wita Stwosza 63, 80-308 Gdańsk, Poland
| | - Łukasz Rudnicki
- International Centre for Theory of Quantum Technologies, University of Gdańsk, Wita Stwosza 63, 80-308 Gdańsk, Poland
- Center for Theoretical Physics, Polish Academy of Sciences, Aleja Lotników 32/46, 02-668 Warsaw, Poland
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23
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Delmonte A, Crescente A, Carrega M, Ferraro D, Sassetti M. Characterization of a Two-Photon Quantum Battery: Initial Conditions, Stability and Work Extraction. ENTROPY (BASEL, SWITZERLAND) 2021; 23:612. [PMID: 34069301 PMCID: PMC8155984 DOI: 10.3390/e23050612] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 05/02/2021] [Accepted: 05/12/2021] [Indexed: 01/25/2023]
Abstract
We consider a quantum battery that is based on a two-level system coupled with a cavity radiation by means of a two-photon interaction. Various figures of merit, such as stored energy, average charging power, energy fluctuations, and extractable work are investigated, considering, as possible initial conditions for the cavity, a Fock state, a coherent state, and a squeezed state. We show that the first state leads to better performances for the battery. However, a coherent state with the same average number of photons, even if it is affected by stronger fluctuations in the stored energy, results in quite interesting performance, in particular since it allows for almost completely extracting the stored energy as usable work at short enough times.
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Affiliation(s)
- Anna Delmonte
- Dipartimento di Fisica, Università di Genova, Via Dodecaneso 33, 16146 Genova, Italy; (A.D.); (A.C.); (M.S.)
| | - Alba Crescente
- Dipartimento di Fisica, Università di Genova, Via Dodecaneso 33, 16146 Genova, Italy; (A.D.); (A.C.); (M.S.)
- SPIN-CNR, Via Dodecaneso 33, 16146 Genova, Italy;
| | | | - Dario Ferraro
- Dipartimento di Fisica, Università di Genova, Via Dodecaneso 33, 16146 Genova, Italy; (A.D.); (A.C.); (M.S.)
- SPIN-CNR, Via Dodecaneso 33, 16146 Genova, Italy;
| | - Maura Sassetti
- Dipartimento di Fisica, Università di Genova, Via Dodecaneso 33, 16146 Genova, Italy; (A.D.); (A.C.); (M.S.)
- SPIN-CNR, Via Dodecaneso 33, 16146 Genova, Italy;
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24
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Lostaglio M. Certifying Quantum Signatures in Thermodynamics and Metrology via Contextuality of Quantum Linear Response. PHYSICAL REVIEW LETTERS 2020; 125:230603. [PMID: 33337232 DOI: 10.1103/physrevlett.125.230603] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 11/03/2020] [Indexed: 06/12/2023]
Abstract
I identify a fundamental difference between classical and quantum dynamics in the linear response regime by showing that the latter is, in general, contextual. This allows me to provide an example of a quantum engine whose favorable power output scaling unavoidably requires nonclassical effects in the form of contextuality. Furthermore, I describe contextual advantages for local metrology. Given the ubiquity of linear response theory, I anticipate that these tools will allow one to certify the nonclassicality of a wide array of quantum phenomena.
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Affiliation(s)
- Matteo Lostaglio
- ICFO-Institut de Ciencies Fotoniques, The Barcelona Institute of Science and Technology, Castelldefels (Barcelona) 08860, Spain
- QuTech, Delft University of Technology, P.O. Box 5046, 2600 GA Delft, Netherlands
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25
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Rossini D, Andolina GM, Rosa D, Carrega M, Polini M. Quantum Advantage in the Charging Process of Sachdev-Ye-Kitaev Batteries. PHYSICAL REVIEW LETTERS 2020; 125:236402. [PMID: 33337187 DOI: 10.1103/physrevlett.125.236402] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Revised: 07/01/2020] [Accepted: 11/10/2020] [Indexed: 06/12/2023]
Abstract
The exactly solvable Sachdev-Ye-Kitaev (SYK) model has recently received considerable attention in both condensed matter and high energy physics because it describes quantum matter without quasiparticles, while being at the same time the holographic dual of a quantum black hole. In this Letter, we examine SYK-based charging protocols of quantum batteries with N quantum cells. Extensive numerical calculations based on exact diagonalization for N up to 16 strongly suggest that the optimal charging power of our SYK quantum batteries displays a superextensive scaling with N that stems from genuine quantum mechanical effects. While the complexity of the nonequilibrium SYK problem involved in the charging dynamics prevents us from an analytical proof, we believe that this Letter offers the first (to the best of our knowledge) strong numerical evidence of a quantum advantage occurring due to the maximally entangling underlying quantum dynamics.
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Affiliation(s)
- Davide Rossini
- Dipartimento di Fisica dell'Università di Pisa, Largo Bruno Pontecorvo 3, I-56127 Pisa, Italy
- INFN, Sezione di Pisa, Largo Bruno Pontecorvo 3, I-56127 Pisa, Italy
| | - Gian Marcello Andolina
- NEST, Scuola Normale Superiore, I-56126 Pisa, Italy
- Istituto Italiano di Tecnologia, Graphene Labs, Via Morego 30, I-16163 Genova, Italy
| | - Dario Rosa
- School of Physics, Korea Institute for Advanced Study, 85 Hoegiro Dongdaemun-gu, Seoul 02455, Republic of Korea
| | - Matteo Carrega
- NEST, Istituto Nanoscienze-CNR and Scuola Normale Superiore, I-56127 Pisa, Italy
| | - Marco Polini
- Dipartimento di Fisica dell'Università di Pisa, Largo Bruno Pontecorvo 3, I-56127 Pisa, Italy
- Istituto Italiano di Tecnologia, Graphene Labs, Via Morego 30, I-16163 Genova, Italy
- School of Physics and Astronomy, University of Manchester, Oxford Road, Manchester M13 9PL, United Kingdom
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26
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Francica G, Binder FC, Guarnieri G, Mitchison MT, Goold J, Plastina F. Quantum Coherence and Ergotropy. PHYSICAL REVIEW LETTERS 2020; 125:180603. [PMID: 33196219 DOI: 10.1103/physrevlett.125.180603] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 08/13/2020] [Accepted: 09/22/2020] [Indexed: 06/11/2023]
Abstract
Constraints on work extraction are fundamental to our operational understanding of the thermodynamics of both classical and quantum systems. In the quantum setting, finite-time control operations typically generate coherence in the instantaneous energy eigenbasis of the dynamical system. Thermodynamic cycles can, in principle, be designed to extract work from this nonequilibrium resource. Here, we isolate and study the quantum coherent component to the work yield in such protocols. Specifically, we identify a coherent contribution to the ergotropy (the maximum amount of unitarily extractable work via cyclical variation of Hamiltonian parameters). We show this by dividing the optimal transformation into an incoherent operation and a coherence extraction cycle. We obtain bounds for both the coherent and incoherent parts of the extractable work and discuss their saturation in specific settings. Our results are illustrated with several examples, including finite-dimensional systems and bosonic Gaussian states that describe recent experiments on quantum heat engines with a quantized load.
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Affiliation(s)
- G Francica
- CNR-SPIN, I-84084 Fisciano (Salerno), Italy
| | - F C Binder
- Institute for Quantum Optics and Quantum Information-IQOQI Vienna, Austrian Academy of Sciences, Boltzmanngasse 3, 1090 Vienna, Austria
| | - G Guarnieri
- School of Physics, Trinity College Dublin, Dublin 2, Ireland
| | - M T Mitchison
- School of Physics, Trinity College Dublin, Dublin 2, Ireland
| | - J Goold
- School of Physics, Trinity College Dublin, Dublin 2, Ireland
| | - F Plastina
- Dipartimento di Fisica, Università della Calabria, 87036 Arcavacata di Rende (CS), Italy
- INFN-Gruppo Collegato di Cosenza
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27
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Alimuddin M, Guha T, Parashar P. Structure of passive states and its implication in charging quantum batteries. Phys Rev E 2020; 102:022106. [PMID: 32942516 DOI: 10.1103/physreve.102.022106] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Accepted: 07/10/2020] [Indexed: 11/07/2022]
Abstract
In this article, in addition to the characterization of geometrical state spaces for the passive states, an operational approach has been introduced to distinguish them on their charging capabilities of a quantum battery. Unlike the thermal states, the structural instability of passive states assures the existence of a natural number n, for which n+1 copies of the state can charge a quantum battery while n copies cannot. This phenomenon can be presented in an n copy resource-theoretic approach, for which the free states are unable to charge the battery in n copies. Here we have exhibited the single copy scenario explicitly. We also show that general ordering of the passive states on the basis of their charging capabilities is not possible and even the macroscopic entities (viz. energy and entropy) are unable to order them precisely. Interestingly, for some of the passive states, the majorization criterion gives sufficient order to the charging and discharging capabilities. However, the charging capacity for the set of thermal states (for which charging is possible) is directly proportional to their temperature.
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Affiliation(s)
- Mir Alimuddin
- Physics and Applied Mathematics Unit, Indian Statistical Institute, 203 B. T. Road, Kolkata-700108, India
| | - Tamal Guha
- Physics and Applied Mathematics Unit, Indian Statistical Institute, 203 B. T. Road, Kolkata-700108, India
| | - Preeti Parashar
- Physics and Applied Mathematics Unit, Indian Statistical Institute, 203 B. T. Road, Kolkata-700108, India
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