Precision and Work Fluctuations in Gaussian Battery Charging

Nicolai Friis1,2 and Marcus Huber1

1Institute for Quantum Optics and Quantum Information, Austrian Academy of Sciences, Boltzmanngasse 3, 1090 Vienna, Austria
2Institute for Theoretical Physics, University of Innsbruck, Technikerstraße 21a, 6020 Innsbruck, Austria

Find this paper interesting or want to discuss? Scite or leave a comment on SciRate.

Abstract

One of the most fundamental tasks in quantum thermodynamics is extracting energy from one system and subsequently storing this energy in an appropriate battery. Both of these steps, work extraction and charging, can be viewed as cyclic Hamiltonian processes acting on individual quantum systems. Interestingly, so-called passive states exist, whose energy cannot be lowered by unitary operations, but it is safe to assume that the energy of any not fully charged battery may be increased unitarily. However, unitaries raising the average energy by the same amount may differ in qualities such as their precision, fluctuations, and charging power. Moreover, some unitaries may be extremely difficult to realize in practice. It is hence of crucial importance to understand the qualities that can be expected from practically implementable transformations. Here, we consider the limitations on charging batteries when restricting to the feasibly realizable family of Gaussian unitaries. We derive optimal protocols for general unitary operations as well as for the restriction to easier implementable Gaussian unitaries. We find that practical Gaussian battery charging, while performing significantly less well than is possible in principle, still offers asymptotically vanishing relative charge variances and fluctuations.

► BibTeX data

► References

[1] J. Goold, M. Huber, A. Riera, L. del Rio, and P. Skrzypczyk, The role of quantum information in thermodynamics — a topical review, J. Phys. A: Math. Theor. 49, 143001 (2016) [arXiv:1505.07835].
https:/​/​doi.org/​10.1088/​1751-8113/​49/​14/​143001
arXiv:1505.07835

[2] J. Millen and A. Xuereb, Perspective on quantum thermodynamics, New J. Phys. 18, 011002 (2016) [arXiv:1509.01086].
https:/​/​doi.org/​10.1088/​1367-2630/​18/​1/​011002
arXiv:1509.01086

[3] S. Vinjanampathy and J. Anders, Quantum Thermodynamics, Contemp. Phys. 57, 1 (2016) [arXiv:1508.06099].
https:/​/​doi.org/​10.1080/​00107514.2016.1201896
arXiv:1508.06099

[4] F. G. S. L. Brandão, M. Horodecki, N. H. Y. Ng, J. Oppenheim, and S. Wehner, The second laws of quantum thermodynamics, Proc. Natl. Acad. Sci. U.S.A. 112, 3275 (2015) [arXiv:1305.5278].
https:/​/​doi.org/​10.1073/​pnas.1411728112
arXiv:1305.5278

[5] F. G. S. L. Brandão, M. Horodecki, J. Oppenheim, J. M. Renes, and R. W. Spekkens, The Resource Theory of Quantum States Out of Thermal Equilibrium, Phys. Rev. Lett. 111, 250404 (2013) [arXiv:1111.3882].
https:/​/​doi.org/​10.1103/​PhysRevLett.111.250404
arXiv:1111.3882

[6] M. P. Müller, Correlating thermal machines and the second law at the nanoscale, e-print arXiv:1707.03451 [quant-ph] (2017).
arXiv:1707.03451

[7] C. Gogolin and J. Eisert, Equilibration, thermalisation, and the emergence of statistical mechanics in closed quantum systems, Rep. Prog. Phys. 79, 056001 (2016) [arXiv:1503.07538].
https:/​/​doi.org/​10.1088/​0034-4885/​79/​5/​056001
arXiv:1503.07538

[8] W. Pusz and S. L. Woronowicz, Passive states and KMS states for general quantum systems, Commun. Math. Phys. 58, 273 (1978).
https:/​/​doi.org/​10.1007/​BF01614224

[9] M. Perarnau-Llobet, K. V. Hovhannisyan, M. Huber, P. Skrzypczyk, J. Tura, and A. Acín, Most energetic passive states, Phys. Rev. E 92, 042147 (2015) [arXiv:1502.07311].
https:/​/​doi.org/​10.1103/​PhysRevE.92.042147
arXiv:1502.07311

[10] E. G. Brown, N. Friis, and M. Huber, Passivity and practical work extraction using Gaussian operations, New J. Phys. 18, 113028 (2016) [arXiv:1608.04977].
https:/​/​doi.org/​10.1088/​1367-2630/​18/​11/​113028
arXiv:1608.04977

[11] C. Perry, P. Ć wikliński, J. Anders, M. Horodecki, and J. Oppenheim, A sufficient set of experimentally implementable thermal operations, e-print arXiv:1511.06553 [quant-ph] (2017).
arXiv:1511.06553

[12] M. Lostaglio, Á. M. Alhambra, and C. Perry, Elementary Thermal Operations, Quantum 2, 52 (2018) [arXiv:1607.00394].
https:/​/​doi.org/​10.22331/​q-2018-02-08-52
arXiv:1607.00394

[13] P. Mazurek and M. Horodecki, Decomposability and Convex Structure of Thermal Processes, e-print arXiv:1707.06869 [quant-ph] (2017).
arXiv:1707.06869

[14] F. Clivaz, R. Silva, G. Haack, J. Bohr Brask, N. Brunner, and M. Huber, Unifying paradigms of quantum refrigeration: resource-dependent limits, e-print arXiv:1710.11624 [quant-ph] (2017).
arXiv:1710.11624

[15] M. Horodecki and J. Oppenheim, Fundamental limitations for quantum and nanoscale thermodynamics, Nat. Commun. 4, 2059 (2013) [arXiv:1111.3834].
https:/​/​doi.org/​10.1038/​ncomms3059
arXiv:1111.3834

[16] G. Gour, M. P. Müller, V. Narasimhachar, R. W. Spekkens, and N. Yunger Halpern, The resource theory of informational nonequilibrium in thermodynamics, Phys. Rep. 583, 1-58 (2015) [arXiv:1309.6586].
https:/​/​doi.org/​10.1016/​j.physrep.2015.04.003
arXiv:1309.6586

[17] J. Åberg, Catalytic Coherence, Phys. Rev. Lett. 113, 150402 (2014), [arXiv:1304.1060].
https:/​/​doi.org/​10.1103/​PhysRevLett.113.150402
arXiv:1304.1060

[18] A. S. L. Malabarba, A. J. Short, and P. Kammerlander, Clock-Driven Quantum Thermal Engines, New J. Phys. 17, 045027 (2015) [arXiv:1412.1338].
https:/​/​doi.org/​10.1088/​1367-2630/​17/​4/​045027
arXiv:1412.1338

[19] P. Skrzypczyk, A. J. Short, and S. Popescu, Extracting work from quantum systems, e-print arXiv:1302.2811 [quant-ph] (2013).
arXiv:1302.2811

[20] P. Skrzypczyk, A. J. Short, and S. Popescu, Work extraction and thermodynamics for individual quantum systems, Nat. Commun. 5, 4185 (2014) [arXiv:1307.1558].
https:/​/​doi.org/​10.1038/​ncomms5185
arXiv:1307.1558

[21] F. C. Binder, S. Vinjanampathy, K. Modi, and J. Goold, Quantacell: Powerful charging of quantum batteries, New J. Phys. 17, 075015 (2015) [arXiv:1503.07005].
https:/​/​doi.org/​10.1088/​1367-2630/​17/​7/​075015
arXiv:1503.07005

[22] F. Campaioli, F. A. Pollock, F. C. Binder, L. C. Céleri, J. Goold, S. Vinjanampathy, and K. Modi, Enhancing the charging power of quantum batteries, Phys. Rev. Lett. 118, 150601 (2017) [arXiv:1612.04991].
https:/​/​doi.org/​10.1103/​PhysRevLett.118.150601
arXiv:1612.04991

[23] D. Ferraro, M. Campisi, G. M. Andolina, V. Pellegrini, and M. Polini, High-Power Collective Charging of a Solid-State Quantum Battery, Phys. Rev. Lett. 120, 117702 (2018) [arXiv:1707.04930].
https:/​/​doi.org/​10.1103/​PhysRevLett.120.117702
arXiv:1707.04930

[24] P. P. Hofer, J.-R. Souquet, and A. A. Clerk, Quantum heat engine based on photon-assisted Cooper pair tunneling, Phys. Rev. B 93, 041418 (2016) [arXiv:1512.02165].
https:/​/​doi.org/​10.1103/​PhysRevB.93.041418
arXiv:1512.02165

[25] P. P. Hofer, M. Perarnau-Llobet, J. Bohr Brask, R. Silva, M. Huber, and N. Brunner, Autonomous Quantum Refrigerator in a Circuit-QED Architecture Based on a Josephson Junction, Phys. Rev. B 94, 235420 (2016) [arXiv:1607.05218].
https:/​/​doi.org/​10.1103/​PhysRevB.94.235420
arXiv:1607.05218

[26] M. T. Mitchison, M. Huber, J. Prior, M. P. Woods, and M. B. Plenio, Realising a quantum absorption refrigerator with an atom-cavity system, Quantum Sci. Technol. 1, 015001 (2016) [arXiv:1603.02082].
https:/​/​doi.org/​10.1088/​2058-9565/​1/​1/​015001
arXiv:1603.02082

[27] G. Maslennikov, S. Ding, R. Hablutzel, J. Gan, A. Roulet, S. Nimmrichter, J. Dai, V. Scarani, and D. Matsukevich, Quantum absorption refrigerator with trapped ions, e-print arXiv:1702.08672 [quant-ph] (2017).
arXiv:1702.08672

[28] J. Roßnagel, S. T. Dawkins, K. N. Tolazzi, O. Abah, E. Lutz, F. Schmidt-Kaler, and K. Singer, A single-atom heat engine, Science 352, 325 (2016) [arXiv:1510.03681].
https:/​/​doi.org/​10.1126/​science.aad6320
arXiv:1510.03681

[29] C. Weedbrook, S. Pirandola, R. García-Patrón, N. J. Cerf, T. C. Ralph, J. H. Shapiro, and S. Lloyd, Gaussian quantum information, Rev. Mod. Phys. 84, 621 (2012) [arXiv:1110.3234].
https:/​/​doi.org/​10.1103/​RevModPhys.84.621
arXiv:1110.3234

[30] M. Campisi, P. Hänggi, and P. Talkner, Colloquium. Quantum Fluctuation Relations: Foundations and Applications, Rev. Mod. Phys. 83, 771 (2011); Erratum: Rev. Mod. Phys. 83, 1653 (2011) [arXiv:1012.2268].
https:/​/​doi.org/​10.1103/​RevModPhys.83.771
arXiv:1012.2268

[31] Á. M. Alhambra, L. Masanes, J. Oppenheim, and C. Perry, The second law of quantum thermodynamics as an equality, Phys. Rev. X 6, 041017 (2016) [arXiv:1601.05799].
https:/​/​doi.org/​10.1103/​PhysRevX.6.041017
arXiv:1601.05799

[32] J. G. Richens and L. Masanes, From single-shot to general work extraction with bounded fluctuations in work, Nat. Commun. 7, 13511 (2016) [arXiv:1603.02417].
https:/​/​doi.org/​10.1038/​ncomms13511
arXiv:1603.02417

[33] M. Esposito, U. Harbola, and S. Mukamel, Nonequilibrium fluctuations, fluctuation theorems, and counting statistics in quantum systems, Rev. Mod. Phys. 81, 1665 (2009) [arXiv:0811.3717].
https:/​/​doi.org/​10.1103/​RevModPhys.81.1665
arXiv:0811.3717

[34] S. Olivares, Quantum optics in the phase space - A tutorial on Gaussian states, Eur. Phys. J. 203, 3 (2012) [arXiv:1111.0786].
https:/​/​doi.org/​10.1140/​epjst/​e2012-01532-4
arXiv:1111.0786

[35] S. L. Braunstein, Squeezing as an irreducible resource, Phys. Rev. A 71, 055801 (2005) [arXiv:quant-ph/​9904002].
https:/​/​doi.org/​10.1103/​PhysRevA.71.055801
arXiv:quant-ph/9904002

[36] S. Lloyd and S. L. Braunstein, Quantum computation over continuous variables, Phys. Rev. Lett. 82, 1784 (1999) [arXiv:quant-ph/​9810082].
https:/​/​doi.org/​10.1103/​PhysRevLett.82.1784
arXiv:quant-ph/9810082

[37] D. E. Bruschi, M. Perarnau-Llobet, N. Friis, K. V. Hovhannisyan, and M. Huber, The thermodynamics of creating correlations: Limitations and optimal protocols, Phys. Rev. E 91, 032118 (2015) [arXiv:1409.4647].
https:/​/​doi.org/​10.1103/​PhysRevE.91.032118
arXiv:1409.4647

[38] D. E. Bruschi, N. Friis, I. Fuentes, and S. Weinfurtner, On the robustness of entanglement in analogue gravity systems, New J. Phys. 15, 113016 (2013) [arXiv:1305.3867].
https:/​/​doi.org/​10.1088/​1367-2630/​15/​11/​113016
arXiv:arXiv:1305.3867

[39] M. Perarnau-Llobet, K. V. Hovhannisyan, M. Huber, P. Skrzypczyk, N. Brunner, and A. Acín, Extractable work from correlations, Phys. Rev. X 5, 041011 (2015) [arXiv:1407.7765].
https:/​/​doi.org/​10.1103/​PhysRevX.5.041011
arXiv:1407.7765

[40] M. Huber, M. Perarnau-Llobet, K. V. Hovhannisyan, P. Skrzypczyk, C. Klöckl, N. Brunner, and A. Acín, Thermodynamic cost of creating correlations, New J. Phys. 17, 065008 (2015) [arXiv:1404.2169].
https:/​/​doi.org/​10.1088/​1367-2630/​17/​6/​065008
arXiv:1404.2169

[41] N. Friis, M. Huber, and M. Perarnau-Llobet, Energetics of correlations in interacting systems, Phys. Rev. E 93, 042135 (2016) [arXiv:1511.08654].
https:/​/​doi.org/​10.1103/​PhysRevE.93.042135
arXiv:1511.08654

[42] M. Brunelli, M. G. Genoni, M. Barbieri, and M. Paternostro, Detecting Gaussian entanglement via extractable work, Phys. Rev. A 96, 062311 (2017) [arXiv:1702.05110].
https:/​/​doi.org/​10.1103/​PhysRevA.96.062311
arXiv:1702.05110

Cited by

[1] A Crescente, M Carrega, M Sassetti, and D Ferraro, "Charging and energy fluctuations of a driven quantum battery", New Journal of Physics 22 6, 063057 (2020).

[2] Asadullah Khalid, Shahid Tufail, and Arif I. Sarwat, SoutheastCon 2021 1 (2021) ISBN:978-1-6654-0379-5.

[3] Sergi Julià-Farré, Tymoteusz Salamon, Arnau Riera, Manabendra N. Bera, and Maciej Lewenstein, "Bounds on the capacity and power of quantum batteries", Physical Review Research 2 2, 023113 (2020).

[4] Kowsar Al‐Sadat Mousavitaha, Varinder Singh, and Özgür E. Müstecaplıoğlu, "Performance Analysis of a Two‐Mode Micromaser Quantum Battery", Advanced Quantum Technologies 9 2, e00441 (2026).

[5] Francesco Campaioli, Felix A. Pollock, and Sai Vinjanampathy, Fundamental Theories of Physics 195, 207 (2018) ISBN:978-3-319-99045-3.

[6] Benjamin Yadin, Hyejung H Jee, Carlo Sparaciari, Gerardo Adesso, and Alessio Serafini, "Catalytic Gaussian thermal operations", Journal of Physics A: Mathematical and Theoretical 55 32, 325301 (2022).

[7] Javas Nurzaky Azalli, Muhammad Imron Rosyady, Vera Khoirunisa, Listra Yehezkiel Ginting, and M Shoufie Ukhtary, "Optimal performance of a three-level quantum battery under external drivings", Physica Scripta 101 20, 205103 (2026).

[8] Yunxiu Jiang, Tianhao Chen, Chu Xiao, Kaiyan Pan, Guangri Jin, Youbin Yu, and Aixi Chen, "Quantum Battery Based on Hybrid Field Charging", Entropy 24 12, 1821 (2022).

[9] Hai Li, Xiaotian Chen, Wenli Yu, and Yaming Hao, "Charging optimization of quantum battery via phase-controlled coherent ancillae", Physical Review A 113 5, 052437 (2026).

[10] Elisa Bäumer, Martí Perarnau-Llobet, Philipp Kammerlander, Henrik Wilming, and Renato Renner, "Imperfect Thermalizations Allow for Optimal Thermodynamic Processes", Quantum 3, 153 (2019).

[11] Sanah Rahman K and S Murugesh, "Effect of DM Interaction in the charging process of a Heisenberg spin chain quantum battery", Physica Scripta 100 1, 015106 (2025).

[12] Patryk Lipka-Bartosik, Henrik Wilming, and Nelly H. Y. Ng, "Catalysis in quantum information theory", Reviews of Modern Physics 96 2, 025005 (2024).

[13] Uttam Singh, Jarosław K. Korbicz, and Nicolas J. Cerf, "Gaussian work extraction from random Gaussian states is nearly impossible", Physical Review Research 5 3, L032010 (2023).

[14] Yaniv Kurman, Kieran Hymas, Arkady Fedorov, William J. Munro, and James Quach, "Powering Quantum Computation with Quantum Batteries", Physical Review X 16 1, 011016 (2026).

[15] Emma McKay, Nayeli A. Rodríguez-Briones, and Eduardo Martín-Martínez, "Fluctuations of work cost in optimal generation of correlations", Physical Review E 98 3, 032132 (2018).

[16] Fang Zhao, Fu-Quan Dou, and Qing Zhao, "Quantum battery of interacting spins with environmental noise", Physical Review A 103 3, 033715 (2021).

[17] Saikat Mondal and Sourav Bhattacharjee, "Periodically driven many-body quantum battery", Physical Review E 105 4, 044125 (2022).

[18] Pharnam Bakhshinezhad, Beniamin R. Jablonski, Felix C. Binder, and Nicolai Friis, "Trade-offs between precision and fluctuations in charging finite-dimensional quantum batteries", Physical Review E 109 1, 014131 (2024).

[19] Lucas Q. Galvão, Ana Clara das Neves, Maron F. Anka, and Clebson Cruz, "Simulating work extraction in a dinuclear quantum battery using a variational quantum algorithm", Physical Review E 111 6, 064119 (2025).

[20] Mark T. Mitchison, John Goold, and Javier Prior, "Charging a quantum battery with linear feedback control", Quantum 5, 500 (2021).

[21] C. A. Downing and M. S. Ukhtary, "Energy storage in a continuous-variable quantum battery with nonlinear coupling", Physical Review E 112 4, 044143 (2025).

[22] Lu Wang, Shu-Qian Liu, Feng-lin Wu, Hao Fan, and Si-Yuan Liu, "Two-mode Raman quantum battery dependent on coupling strength", Physical Review A 108 6, 062402 (2023).

[23] Srijon Ghosh, Titas Chanda, and Aditi Sen(De), "Enhancement in the performance of a quantum battery by ordered and disordered interactions", Physical Review A 101 3, 032115 (2020).

[24] Hong-Bing Ma, Kai Xu, Hong-Guo Li, Zong-Guo Li, and Han-Jie Zhu, "Enhancing the charging performance of quantum batteries with the work medium of an entangled coupled-cavity array", Physical Review A 110 2, 022433 (2024).

[25] Dario Ferraro, Gian Marcello Andolina, Michele Campisi, Vittorio Pellegrini, and Marco Polini, "Quantum supercapacitors", Physical Review B 100 7, 075433 (2019).

[26] Satoya Imai, Otfried Gühne, and Stefan Nimmrichter, "Work fluctuations and entanglement in quantum batteries", Physical Review A 107 2, 022215 (2023).

[27] Giuseppe Vitagliano, Claude Klöckl, Marcus Huber, and Nicolai Friis, Fundamental Theories of Physics 195, 731 (2018) ISBN:978-3-319-99045-3.

[28] Kai Xu, Hong-Guo Li, Han-Jie Zhu, and Wu-Ming Liu, "Inhibiting the self-discharging process of quantum batteries in non-Markovian noises", Physical Review E 109 5, 054132 (2024).

[29] Ke-Xiong Yan, Yang Liu, Yang Xiao, Jun-Hao Lin, Jie Song, Ye-Hong Chen, Franco Nori, and Yan Xia, "Giant-Atom Quantum Batteries: Lossless Energy Transfer via Interference Engineering", Physical Review Letters 136 18, 180401 (2026).

[30] Dario Ferraro, Fabio Cavaliere, Marco G. Genoni, Giuliano Benenti, and Maura Sassetti, "Opportunities and challenges of quantum batteries", Nature Reviews Physics 8 2, 115 (2026).

[31] Martí Perarnau-Llobet and Raam Uzdin, "Collective operations can extremely reduce work fluctuations", New Journal of Physics 21 8, 083023 (2019).

[32] Vahid Shaghaghi, Varinder Singh, Matteo Carrega, Dario Rosa, and Giuliano Benenti, "Lossy Micromaser Battery: Almost Pure States in the Jaynes–Cummings Regime", Entropy 25 3, 430 (2023).

[33] Dario Rosa, Davide Rossini, Gian Marcello Andolina, Marco Polini, and Matteo Carrega, "Ultra-stable charging of fast-scrambling SYK quantum batteries", Journal of High Energy Physics 2020 11, 67 (2020).

[34] Francesco Caravelli, Ghislaine Coulter-De Wit, Luis Pedro García-Pintos, and Alioscia Hamma, "Random quantum batteries", Physical Review Research 2 2, 023095 (2020).

[35] Li Peng, Wen-Bin He, Stefano Chesi, Hai-Qing Lin, and Xi-Wen Guan, "Lower and upper bounds of quantum battery power in multiple central spin systems", Physical Review A 103 5, 052220 (2021).

[36] Fang Zhao, Fu-Quan Dou, and Qing Zhao, "Charging performance of the Su-Schrieffer-Heeger quantum battery", Physical Review Research 4 1, 013172 (2022).

[37] Kornikar Sen and Ujjwal Sen, "Local passivity and entanglement in shared quantum batteries", Physical Review A 104 3, L030402 (2021).

[38] Bin-Yuan Huang, Zhi He, and Yu Chen, "Charging performance of quantum batteries based on intensity-dependent Dicke model", Acta Physica Sinica 72 18, 180301 (2023).

[39] Paolo Andrea Erdman, Gian Marcello Andolina, Vittorio Giovannetti, and Frank Noé, "Reinforcement Learning Optimization of the Charging of a Dicke Quantum Battery", Physical Review Letters 133 24, 243602 (2024).

[40] Stefano Gherardini, Francesco Campaioli, Filippo Caruso, and Felix C. Binder, "Stabilizing open quantum batteries by sequential measurements", Physical Review Research 2 1, 013095 (2020).

[41] Salvatore Tirone, Raffaele Salvia, and Vittorio Giovannetti, "Quantum Energy Lines and the Optimal Output Ergotropy Problem", Physical Review Letters 127 21, 210601 (2021).

[42] A. Serafini, M. Lostaglio, S. Longden, U. Shackerley-Bennett, C.-Y. Hsieh, and G. Adesso, "Gaussian Thermal Operations and The Limits of Algorithmic Cooling", Physical Review Letters 124 1, 010602 (2020).

[43] Jia Zuo, Sumei Huang, Li Deng, and Aixi Chen, "Enhancement of Charging Performance of Micromaser Quantum Battery via Classical Driving Field and Optical Parametric Amplifier", Photonics 12 3, 177 (2025).

[44] Raffaele Salvia, Martí Perarnau-Llobet, Géraldine Haack, Nicolas Brunner, and Stefan Nimmrichter, "Quantum advantage in charging cavity and spin batteries by repeated interactions", Physical Review Research 5 1, 013155 (2023).

[45] Alba Crescente, Matteo Carrega, Maura Sassetti, and Dario Ferraro, "Ultrafast charging in a two-photon Dicke quantum battery", Physical Review B 102 24, 245407 (2020).

[46] Francisco Divi, Jeff Murugan, and Dario Rosa, "Sachdev-Ye-Kitaev charging advantage as a random walk on graphs", Physical Review B 111 7, 075138 (2025).

[47] N Metwally, A R Mohammed, and M Yassin, "Accelerated quantum batteries and business implications", Physica Scripta 100 12, 125016 (2025).

[48] Zefeng Huang, Dayang Zhang, Zhuoheng Wang, Yu Zhao, Youbin Yu, Guangri Jin, and Aixi Chen, "Multilevel quantum batteries: Large battery capacity and high charging speed", Physical Review A 113 4, 042616 (2026).

[49] Wei-Xi Guo, Fang-Mei Yang, and Fu-Quan Dou, "Analytically solvable many-body Rosen-Zener quantum battery", Physical Review A 109 3, 032201 (2024).

[50] Federico Centrone, Luca Mancino, and Mauro Paternostro, "Charging batteries with quantum squeezing", Physical Review A 108 5, 052213 (2023).

[51] Ludovico Lami, Bartosz Regula, Xin Wang, Rosanna Nichols, Andreas Winter, and Gerardo Adesso, "Gaussian quantum resource theories", Physical Review A 98 2, 022335 (2018).

[52] Felipe Barra, "Efficiency Fluctuations in a Quantum Battery Charged by a Repeated Interaction Process", Entropy 24 6, 820 (2022).

[53] Alba Crescente, Dario Ferraro, Matteo Carrega, and Maura Sassetti, "Analytically Solvable Model for Qubit-Mediated Energy Transfer between Quantum Batteries", Entropy 25 5, 758 (2023).

[54] Souha K. Badr, Hanaa Abu-Zinadah, and Eied M. Khalil, "Exact dynamics of a four-level quantum battery driven by an external field", Results in Engineering 30, 110154 (2026).

[55] Anna Delmonte, Alba Crescente, Matteo Carrega, Dario Ferraro, and Maura Sassetti, "Characterization of a Two-Photon Quantum Battery: Initial Conditions, Stability and Work Extraction", Entropy 23 5, 612 (2021).

[56] Raffaele Salvia and Vittorio Giovannetti, "Zero-fluctuation quantum work extraction", Physical Review A 110 1, 012213 (2024).

[57] Paolo Stornati, Antonio Acin, Ulysse Chabaud, Alexandre Dauphin, Valentina Parigi, and Federico Centrone, "Variational quantum simulation using non-Gaussian continuous-variable systems", Physical Review Research 6 4, 043212 (2024).

[58] Charles Andrew Downing and Muhammad Shoufie Ukhtary, "Energetics of a pulsed quantum battery", Europhysics Letters 146 1, 10001 (2024).

[59] Si-Yuan Bai and Jun-Hong An, "Floquet engineering to reactivate a dissipative quantum battery", Physical Review A 102 6, 060201 (2020).

[60] Anirban Karmakar and Gautam Gangopadhyay, "Coherent control of steady state and dynamic ergotropy in bipartite quantum batteries", Physica Scripta 100 10, 105007 (2025).

[61] Wei Chang, Tian-Ran Yang, Hui Dong, Libin Fu, Xiaoguang Wang, and Yu-Yu Zhang, "Optimal building block of multipartite quantum battery in the driven-dissipative charging", New Journal of Physics 23 10, 103026 (2021).

[62] Philip Taranto, Faraj Bakhshinezhad, Andreas Bluhm, Ralph Silva, Nicolai Friis, Maximilian P.E. Lock, Giuseppe Vitagliano, Felix C. Binder, Tiago Debarba, Emanuel Schwarzhans, Fabien Clivaz, and Marcus Huber, "Landauer Versus Nernst: What is the True Cost of Cooling a Quantum System?", PRX Quantum 4 1, 010332 (2023).

[63] Charles Andrew Downing and Muhammad Shoufie Ukhtary, "Hyperbolic enhancement of a quantum battery", Physical Review A 109 5, 052206 (2024).

[64] Francesco Caravelli, Bin Yan, Luis Pedro García-Pintos, and Alioscia Hamma, "Energy storage and coherence in closed and open quantum batteries", Quantum 5, 505 (2021).

[65] Luis Pedro García-Pintos, Alioscia Hamma, and Adolfo del Campo, "Fluctuations in Extractable Work Bound the Charging Power of Quantum Batteries", Physical Review Letters 125 4, 040601 (2020).

[66] Barış Çakmak, "Ergotropy from coherences in an open quantum system", Physical Review E 102 4, 042111 (2020).

[67] Ju-Yeon Gyhm, Dario Rosa, and Dominik Šafránek, "Minimal time required to charge a quantum system", Physical Review A 109 2, 022607 (2024).

[68] Beatrice Donelli, Stefano Gherardini, Raffaele Marino, Francesco Campaioli, and Lorenzo Buffoni, "Charging a quantum spin network with superextensive precision", Physical Review E 111 6, L062102 (2025).

[69] Jiawei Li and Ning Wu, "Collective charging of an organic quantum battery", Physical Review E 111 4, 044118 (2025).

[70] Varun Narasimhachar, Syed Assad, Felix C. Binder, Jayne Thompson, Benjamin Yadin, and Mile Gu, "Thermodynamic resources in continuous-variable quantum systems", npj Quantum Information 7 1, 9 (2021).

[71] Jianying Du, Yanjiang Guo, and Baowen Li, "Nonequilibrium quantum battery based on quantum measurements", Physical Review Research 7 1, 013151 (2025).

[72] Stella Seah, Martí Perarnau-Llobet, Géraldine Haack, Nicolas Brunner, and Stefan Nimmrichter, "Quantum Speed-Up in Collisional Battery Charging", Physical Review Letters 127 10, 100601 (2021).

[73] Francesco Campaioli, Stefano Gherardini, James Q. Quach, Marco Polini, and Gian Marcello Andolina, "Colloquium : Quantum batteries", Reviews of Modern Physics 96 3, 031001 (2024).

[74] Jie Chen, Liyao Zhan, Lei Shao, Xingyu Zhang, Yuyu Zhang, and Xiaoguang Wang, "Charging Quantum Batteries with a General Harmonic Driving Field", Annalen der Physik 532 4, 1900487 (2020).

[75] Kai Xu, Jin-Huan Zhang, Han-Jie Zhu, Hong-Guo Li, Wei Qin, and Wu-Ming Liu, "Efficient charging of quantum batteries via non-Markovian squeezed reservoirs", Physical Review A 113 2, 022615 (2026).

[76] Xiang Hao, Yan Chen, Tian-Xi Ren, Jia Tan, and Yin-Zhong Wu, "Quantum energy preservation in a moving Heisenberg-ring quantum battery", Quantum Information Processing 24 8, 235 (2025).

[77] Yoshihiko Hasegawa, "Fundamental Precision Limits in Finite-Dimensional Quantum Thermal Machines", Physical Review Letters 135 20, 200404 (2025).

[78] Alan C. Santos, Barış Çakmak, Steve Campbell, and Nikolaj T. Zinner, "Stable adiabatic quantum batteries", Physical Review E 100 3, 032107 (2019).

[79] Tanoy Kanti Konar, Ayan Patra, Rivu Gupta, Srijon Ghosh, and Aditi Sen(De), "Multimode advantage in continuous-variable quantum batteries", Physical Review A 110 2, 022226 (2024).

[80] Niels Lörch, Christoph Bruder, Nicolas Brunner, and Patrick P Hofer, "Optimal work extraction from quantum states by photo-assisted Cooper pair tunneling", Quantum Science and Technology 3 3, 035014 (2018).

[81] Dong-Lin Yang, Fang-Mei Yang, and Fu-Quan Dou, "Three-level Dicke quantum battery", Physical Review B 109 23, 235432 (2024).

[82] Raffaele Salvia and Vittorio Giovannetti, "Energy upper bound for structurally stableN-passive states", Quantum 4, 274 (2020).

[83] Chen-yi Zhang and Jun Jing, "Dissipative qutrit-mediated stable charging", Physical Review A 112 3, 032206 (2025).

[84] Vahid Shaghaghi, Varinder Singh, Giuliano Benenti, and Dario Rosa, "Micromasers as quantum batteries", Quantum Science and Technology 7 4, 04LT01 (2022).

[85] Disha Verma, Indrajith V.S., and R. Sankaranarayanan, "Ergotropy dynamics in a dissipative graphene quantum battery", Physica E: Low-dimensional Systems and Nanostructures 182, 116574 (2026).

[86] Dario Ferraro, Michele Campisi, Gian Marcello Andolina, Vittorio Pellegrini, Marco Polini, and E. Puppin, "Quantum resources for energy storage", EPJ Web of Conferences 230, 00003 (2020).

[87] Yiding Wang, Hui Liu, Shao‐Ming Fei, and Tinggui Zhang, "Improving Quantum Battery Capacity in Tripartite Quantum Systems by Local Projective Measurements", Advanced Quantum Technologies 8 10, 2500095 (2025).

[88] Sourav Bhattacharjee and Amit Dutta, "Quantum thermal machines and batteries", The European Physical Journal B 94 12, 239 (2021).

[89] Mir Alimuddin, Tamal Guha, and Preeti Parashar, "Structure of passive states and its implication in charging quantum batteries", Physical Review E 102 2, 022106 (2020).

[90] Xue Yang, Yan-Han Yang, Xin-Zhu Liu, Jun-Li Jiang, Xing-Zhou Zheng, Shao-Ming Fei, and Ming-Xing Luo, "Experimental verification of quantum battery capacity with an optical platform", Cell Reports Physical Science 5 12, 102300 (2024).

[91] Kai Xu, Han-Jie Zhu, Hao Zhu, Guo-Feng Zhang, and Wu-Ming Liu, "Charging and self-discharging process of a quantum battery in composite environments", Frontiers of Physics 18 3, 31301 (2023).

[92] Abdelkader El Makouri, Abdallah Slaoui, and Rachid Ahl Laamara, "Fluctuations in measurement-based quantum engines and quantum batteries derived from the Kirkwood-Dirac quasiprobability distribution", APS Open Science 1, 000020 (2026).

[93] Tiago Debarba, Gonzalo Manzano, Yelena Guryanova, Marcus Huber, and Nicolai Friis, "Work estimation and work fluctuations in the presence of non-ideal measurements", New Journal of Physics 21 11, 113002 (2019).

[94] Ju-Yeon Gyhm, Dominik Šafránek, and Dario Rosa, "Quantum Charging Advantage Cannot Be Extensive without Global Operations", Physical Review Letters 128 14, 140501 (2022).

[95] Fu-Quan Dou, You-Qi Lu, Yuan-Jin Wang, and Jian-An Sun, "Extended Dicke quantum battery with interatomic interactions and driving field", Physical Review B 105 11, 115405 (2022).

[96] Dengke Qu, Xiang Zhan, Haiqing Lin, and Peng Xue, "Experimental optimization of charging quantum batteries through a catalyst system", Physical Review B 108 18, L180301 (2023).

[97] Andrew R Hogan and Andy M Martin, "Quench dynamics in the Jaynes-Cummings-Hubbard and Dicke models", Physica Scripta 99 5, 055118 (2024).

[98] Yu-Yu Zhang, Tian-Ran Yang, Libin Fu, and Xiaoguang Wang, "Powerful harmonic charging in a quantum battery", Physical Review E 99 5, 052106 (2019).

[99] Domingos S. P. Salazar and Gabriel T. Landi, "Nonlinear Onsager relations for Gaussian quantum maps", Physical Review Research 2 3, 033090 (2020).

[100] G. Francica, F. C. Binder, G. Guarnieri, M. T. Mitchison, J. Goold, and F. Plastina, "Quantum Coherence and Ergotropy", Physical Review Letters 125 18, 180603 (2020).

[101] Fu-Quan Dou, Yuan-Jin Wang, and Jian-An Sun, "Closed-loop three-level charged quantum battery", EPL (Europhysics Letters) 131 4, 43001 (2020).

[102] Fu-Quan Dou, Hang Zhou, and Jian-An Sun, "Cavity Heisenberg-spin-chain quantum battery", Physical Review A 106 3, 032212 (2022).

[103] Charles Andrew Downing and Muhammad Shoufie Ukhtary, "A quantum battery with quadratic driving", Communications Physics 6 1, 322 (2023).

[104] Arnab Ghosh, Wolfgang Niedenzu, Victor Mukherjee, and Gershon Kurizki, Fundamental Theories of Physics 195, 37 (2018) ISBN:978-3-319-99045-3.

[105] Hachem Tarif, Abdallah Slaoui, Lalla Btissam Drissi, and Rachid Ahl Laamara, "Coherence-driven ergotropy stabilization and collective quantum advantage in few-body quantum batteries", The European Physical Journal Plus 141 5, 611 (2026).

[106] Thao P. Le, Jesper Levinsen, Kavan Modi, Meera M. Parish, and Felix A. Pollock, "Spin-chain model of a many-body quantum battery", Physical Review A 97 2, 022106 (2018).

[107] Francesco Campaioli, Felix A. Pollock, and Sai Vinjanampathy, "Quantum Batteries - Review Chapter", arXiv:1805.05507, (2018).

[108] Tiago Debarba, Gonzalo Manzano, Yelena Guryanova, Marcus Huber, and Nicolai Friis, "Work estimation and work fluctuations in the presence of non-ideal measurements", arXiv:1902.08568, (2019).

The above citations are from Crossref's cited-by service (last updated successfully 2026-07-17 02:31:49) and SAO/NASA ADS (last updated successfully 2026-07-17 02:31:50). The list may be incomplete as not all publishers provide suitable and complete citation data.