Ergotropy of quantum many-body scars
Pith reviewed 2026-05-16 20:10 UTC · model grok-4.3
The pith
Quantum many-body scars exhibit extensive ergotropy scaling in the PXP model.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
In the PXP model, families of states that interpolate between quantum many-body scars and thermal states display extensive ergotropy that scales linearly with system size. This occurs together with a phenomenological link between ergotropy and entanglement entropy that carries over from integrable free-fermion cases to this interacting model. A reset step consisting of a global uniform coherent rotation can inject extractable energy, demonstrating a workable protocol for charging a many-body quantum battery that is feasible on current Rydberg-atom arrays.
What carries the argument
Interpolating states between scars and thermal states in the PXP model, which carry the extensive ergotropy scaling and the ergotropy-entanglement relation.
If this is right
- Scars can store extractable energy efficiently despite occupying only a small fraction of the Hilbert space.
- Scarring offers a practical route to building quantum many-body batteries.
- A uniform coherent rotation suffices to recharge the battery in a global reset step.
- The ergotropy-entanglement relation provides a diagnostic that works for interacting as well as integrable systems.
Where Pith is reading between the lines
- The same charging protocol may extend to other scarred Hamiltonians beyond the PXP model.
- Entanglement could serve as a general proxy for estimating ergotropy in non-ergodic many-body states.
- Engineering stronger scars or controlling their density might further improve battery performance.
Load-bearing premise
The phenomenological link between ergotropy and entanglement that holds for free fermions also holds for the interacting PXP model, and the interpolating states accurately reflect thermodynamic-limit behavior.
What would settle it
Numerical computation of ergotropy on larger PXP chains that shows sub-linear rather than linear growth with size, or direct measurement of vanishing ergotropy in the interpolating states at sizes where finite-size effects are expected to be small.
Figures
read the original abstract
Quantum many-body scars break ergodicity and evade thermalization, resulting in sub-volume law entanglement entropy even with high energy density. While their quantum correlations and entanglement have been elaborated previously, their capacity in storing extractable energy, quantified by the notion ergotropy, remains an open question. Here we focus on the representative PXP model, and unveil the extensive ergotropy scaling of a family of states interpolating between quantum many-body scars and thermal states, the latter of which are known to be passive with vanishing ergotropy in the thermodynamic limit. A phenomenological relation between ergotropy and entanglement is uncovered, which generalizes the existing free fermion integrable results to an interacting scenario. The ergotropy in a dynamical protocol shows that a reset with a global uniform coherent rotation can inject extractable energy, as a proof of principle way to charge a quantum "battery". Our protocol is tailored for near term Rydberg neutral atoms array, while also being feasible for other quantum processors. Our results establish that quantum many-body scars, despite the tiny fraction of the Hilbert space they occupy, can be efficiently exploited for storing extractable energy, and "scarring" a many-body system as a promising route for engineering quantum many-body battery.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper investigates ergotropy in the PXP model, showing that a family of states interpolating between quantum many-body scars and thermal states exhibits extensive ergotropy scaling in the thermodynamic limit, in contrast to passive thermal states. It reports a phenomenological relation linking ergotropy to entanglement entropy that extends prior free-fermion results to interacting systems, and demonstrates a dynamical charging protocol via global coherent rotation, proposing scars as a route to quantum many-body batteries realizable in Rydberg arrays.
Significance. If the extensive ergotropy scaling and phenomenological relation hold without finite-size artifacts, the work would be significant for quantum thermodynamics and many-body physics, providing a concrete mechanism to exploit non-ergodic states for energy storage in near-term quantum hardware. The numerical evidence for scars enabling extractable work despite their small Hilbert-space fraction, combined with the proposed Rydberg protocol, strengthens the case for scarring as an engineering principle for quantum batteries.
major comments (3)
- [numerical results on ergotropy scaling] The central claim of extensive ergotropy scaling surviving L→∞ (abstract and numerical results section) rests on interpolating states whose behavior must be shown to be free of the known hybridization-induced weakening of PXP scars at larger sizes. The manuscript should include explicit finite-size scaling collapse or extrapolation plots for ergotropy density versus L, with data for at least L=20–30 if feasible, to rule out artifacts.
- [phenomenological relation and interpolating states] The phenomenological ergotropy-entanglement relation (reported in the results on interpolating states) is presented without details on the precise definition of the interpolating family, the range of system sizes, fitting procedure, or error bars. This undermines assessment of whether the relation generalizes robustly beyond the free-fermion case or is limited to small-L numerics.
- [dynamical protocol] The dynamical charging protocol (section on reset with global rotation) claims proof-of-principle for battery charging, but the analysis should quantify how the extractable work scales with system size and confirm that the post-rotation state remains in the scarred subspace without rapid leakage to thermal states.
minor comments (2)
- [methods] Clarify the exact construction of the interpolating states (e.g., linear combination parameters or variational ansatz) in the methods or appendix to allow reproducibility.
- [figures] Add a brief comparison table or plot contrasting ergotropy of scars, interpolating states, and thermal states across multiple L values for visual clarity.
Simulated Author's Rebuttal
We are grateful to the referee for their thorough review and constructive feedback, which has helped improve the clarity and robustness of our manuscript. We have addressed all major comments by providing additional numerical analysis, details on methods, and extended discussions in the revised version. Our responses to each point are detailed below.
read point-by-point responses
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Referee: [numerical results on ergotropy scaling] The central claim of extensive ergotropy scaling surviving L→∞ (abstract and numerical results section) rests on interpolating states whose behavior must be shown to be free of the known hybridization-induced weakening of PXP scars at larger sizes. The manuscript should include explicit finite-size scaling collapse or extrapolation plots for ergotropy density versus L, with data for at least L=20–30 if feasible, to rule out artifacts.
Authors: We thank the referee for highlighting this important point. In the revised version, we have added finite-size scaling plots for the ergotropy density as a function of 1/L for system sizes up to L=20, which is the largest feasible with our exact diagonalization resources for the PXP model. The data shows a clear linear trend with extrapolation to a finite value in the thermodynamic limit, consistent with our claims. For L>20, full exact diagonalization becomes computationally prohibitive due to the exponential Hilbert space size, but we have included a note on this limitation and suggest that future work with matrix product states could extend this. We believe this addresses the concern regarding finite-size artifacts. revision: partial
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Referee: [phenomenological relation and interpolating states] The phenomenological ergotropy-entanglement relation (reported in the results on interpolating states) is presented without details on the precise definition of the interpolating family, the range of system sizes, fitting procedure, or error bars. This undermines assessment of whether the relation generalizes robustly beyond the free-fermion case or is limited to small-L numerics.
Authors: We agree that additional details are necessary for clarity. In the revised manuscript, we have expanded the section on interpolating states to include: (i) the precise definition of the family as a linear interpolation in the state vector between the scar state and a thermal state at the same energy density, parameterized by an angle θ; (ii) results for system sizes ranging from L=6 to L=16; (iii) the fitting procedure, which involves a linear fit to ergotropy versus entanglement entropy with R² values reported; and (iv) error bars obtained from averaging over multiple disorder realizations or bootstrap methods. These additions demonstrate that the relation holds robustly across the studied sizes and generalizes the free-fermion results to the interacting PXP model. revision: yes
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Referee: [dynamical protocol] The dynamical charging protocol (section on reset with global rotation) claims proof-of-principle for battery charging, but the analysis should quantify how the extractable work scales with system size and confirm that the post-rotation state remains in the scarred subspace without rapid leakage to thermal states.
Authors: We appreciate this suggestion for strengthening the dynamical protocol section. In the revision, we have added plots showing the extractable work (ergotropy) after the global rotation as a function of system size L, demonstrating extensive scaling similar to the static case. Furthermore, we have quantified the fidelity of the post-rotation state with the scarred subspace, showing it remains above 0.85 for evolution times relevant to the protocol, and the deviation from thermal states is measured via the entanglement entropy, which stays sub-volume law. This confirms minimal leakage within the timescales considered, supporting the proof-of-principle for charging quantum many-body batteries. revision: yes
Circularity Check
No significant circularity in the derivation chain
full rationale
The paper computes ergotropy directly from the PXP Hamiltonian eigenstates and a family of numerically constructed interpolating states between scars and thermal states. The phenomenological ergotropy-entanglement relation is presented as an observed numerical pattern that generalizes prior free-fermion results, not as a self-derived identity or fitted parameter renamed as a prediction. No load-bearing step reduces to a self-citation, ansatz smuggled via prior work, or uniqueness theorem imported from the authors themselves. Thermal-state passivity is an external benchmark, and the extensive scaling claim follows from explicit finite-size numerics rather than by construction. The derivation is therefore self-contained.
Axiom & Free-Parameter Ledger
axioms (1)
- domain assumption The PXP model is representative of quantum many-body scars in Rydberg systems.
Lean theorems connected to this paper
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IndisputableMonolith/Cost/FunctionalEquation.leanwashburn_uniqueness_aczel echoes?
echoesECHOES: this paper passage has the same mathematical shape or conceptual pattern as the Recognition theorem, but is not a direct formal dependency.
The resulting effective Hilbert space dimension obeys the Fibonacci sequence and scales asymptotically with the Golden ratio (√5+1)/2 ^L when L≫1
What do these tags mean?
- matches
- The paper's claim is directly supported by a theorem in the formal canon.
- supports
- The theorem supports part of the paper's argument, but the paper may add assumptions or extra steps.
- extends
- The paper goes beyond the formal theorem; the theorem is a base layer rather than the whole result.
- uses
- The paper appears to rely on the theorem as machinery.
- contradicts
- The paper's claim conflicts with a theorem or certificate in the canon.
- unclear
- Pith found a possible connection, but the passage is too broad, indirect, or ambiguous to say the theorem truly supports the claim.
Reference graph
Works this paper leans on
-
[1]
L. D’Alessio, Y . Kafri, A. Polkovnikov, and M. Rigol, From quantum chaos and eigenstate thermalization to statistical me- chanics and thermodynamics, Advances in Physics65, 239 (2016)
work page 2016
-
[2]
A. M. Kaufman, M. E. Tai, A. Lukin, M. Rispoli, R. Schittko, P. M. Preiss, and M. Greiner, Quantum thermalization through entanglement in an isolated many-body system, Science353, 794 (2016)
work page 2016
-
[3]
S. Moudgalya, B. A. Bernevig, and N. Regnault, Quantum many-body scars and hilbert space fragmentation: a review of exact results, Reports on Progress in Physics85, 086501 (2022)
work page 2022
-
[4]
R. Nandkishore and D. A. Huse, Many-body localization and thermalization in quantum statistical mechanics, Annual Re- view of Condensed Matter Physics6, 15–38 (2015)
work page 2015
-
[5]
S. Popescu, A. J. Short, and A. Winter, Entanglement and the foundations of statistical mechanics, Nature Physics2, 754 (2006)
work page 2006
-
[6]
J. M. Deutsch, Quantum statistical mechanics in a closed sys- tem, Phys. Rev. A43, 2046 (1991)
work page 2046
-
[7]
Srednicki, Chaos and quantum thermalization, Phys
M. Srednicki, Chaos and quantum thermalization, Phys. Rev. E 50, 888 (1994)
work page 1994
- [8]
-
[9]
H. Tasaki, From quantum dynamics to the canonical distribu- tion: General picture and a rigorous example, Phys. Rev. Lett. 80, 1373 (1998)
work page 1998
-
[10]
P. Skrzypczyk, R. Silva, and N. Brunner, Passivity, complete passivity, and virtual temperatures, Physical Review E91, 052133 (2015)
work page 2015
-
[11]
W. Pusz and S. L. Woronowicz, Passive states and kms states for general quantum systems, Communications in Mathemati- cal Physics58, 273 (1978)
work page 1978
- [12]
-
[13]
Lenard, Thermodynamical proof of the gibbs formula for elementary quantum systems, J
A. Lenard, Thermodynamical proof of the gibbs formula for elementary quantum systems, J. Stat. Phys.19, 575 (1978)
work page 1978
-
[14]
G. Francica, F. C. Binder, G. Guarnieri, M. T. Mitchison, J. Goold, and F. Plastina, Quantum coherence and ergotropy, Physical Review Letters125, 180603 (2020)
work page 2020
-
[15]
S. Vinjanampathy and J. Anders, Quantum thermodynamics, Contemporary Physics57, 545 (2016), arXiv:2406.19206
work page internal anchor Pith review Pith/arXiv arXiv 2016
-
[16]
F. Campaioli, S. Gherardini, J. Q. Quach, M. Polini, and G. M. Andolina, Colloquium: Quantum batteries, Reviews of Modern Physics96, 31001 (2024), arXiv:2308.02277
-
[17]
F. Campaioli, F. A. Pollock, F. C. Binder, L. C ´eleri, J. Goold, S. Vinjanampathy, and K. Modi, Enhancing the charging power of quantum batteries, Physical review letters118, 150601 (2017)
work page 2017
-
[18]
D. Ferraro, M. Campisi, G. M. Andolina, V . Pellegrini, and M. Polini, High-power collective charging of a solid-state quan- tum battery, Physical review letters120, 117702 (2018)
work page 2018
-
[19]
R. Alicki and M. Fannes, Entanglement boost for extractable work from ensembles of quantum batteries, Phys. Rev. E87, 042123 (2013)
work page 2013
- [20]
-
[21]
H. Bernien, S. Schwartz, A. Keesling, H. Levine, A. Omran, H. Pichler, S. Choi, A. S. Zibrov, M. Endres, M. Greiner, V . Vuleti´c, and M. D. Lukin, Probing many-body dynamics on a 51-atom quantum simulator, Nature551, 579 (2017)
work page 2017
- [22]
-
[23]
A. Chandran, T. Iadecola, V . Khemani, and R. Moessner, Quan- tum many-body scars: A quasiparticle perspective, Annual Re- view of Condensed Matter Physics14, 443 (2023)
work page 2023
-
[24]
C. N. Yang,ηpairing and off-diagonal long-range order in a 6 hubbard model, Phys. Rev. Lett.63, 2144 (1989)
work page 1989
-
[25]
T. Iadecola and M. ˇZnidariˇc, Exact localized and ballistic eigenstates in disordered chaotic spin ladders and the fermi- hubbard model, Physical Review Letters123, 10.1103/phys- revlett.123.036403 (2019)
-
[26]
S. Moudgalya, N. Regnault, and B. A. Bernevig, Entanglement of exact excited states of affleck-kennedy-lieb-tasaki models: Exact results, many-body scars, and violation of the strong eigenstate thermalization hypothesis, Phys. Rev. B98, 235156 (2018)
work page 2018
-
[27]
S. Moudgalya, S. Rachel, B. A. Bernevig, and N. Regnault, Exact excited states of nonintegrable models, Phys. Rev. B98, 235155 (2018)
work page 2018
-
[28]
G.-X. Su, H. Sun, A. Hudomal, J.-Y . Desaules, Z.-Y . Zhou, B. Yang, J. C. Halimeh, Z.-S. Yuan, Z. Papi ´c, and J.-W. Pan, Observation of many-body scarring in a bose-hubbard quantum simulator, Physical Review Research5, 023010 (2023)
work page 2023
- [29]
-
[30]
P. Zhang, H. Dong, Y . Gao, L. Zhao, J. Hao, J.-Y . Desaules, Q. Guo, J. Chen, J. Deng, B. Liu, W. Ren, Y . Yao, X. Zhang, S. Xu, K. Wang, F. Jin, X. Zhu, B. Zhang, H. Li, C. Song, Z. Wang, F. Liu, Z. Papi ´c, L. Ying, H. Wang, and Y .-C. Lai, Many-body hilbert space scarring on a superconducting proces- sor, Nature Physics19, 120–125 (2022)
work page 2022
-
[31]
C.-J. Lin, V . Calvera, and T. H. Hsieh, Quantum many-body scar states in two-dimensional rydberg atom arrays, Phys. Rev. B101, 220304 (2020)
work page 2020
-
[32]
F. M. Surace, M. V otto, E. Gonzalez Lazo, A. Silva, M. Dal- monte, and G. Giudici, Exact many-body scars and their stabil- ity in constrained quantum chains, Phys. Rev. B103, 104302 (2021)
work page 2021
-
[33]
C. J. Turner, A. A. Michailidis, D. A. Abanin, M. Serbyn, and Z. Papi´c, Quantum scarred eigenstates in a rydberg atom chain: Entanglement, breakdown of thermalization, and stability to perturbations, Phys. Rev. B98, 155134 (2018)
work page 2018
- [34]
-
[35]
J.-J. Feng, B. Wu, and F. Wilczek, Quantum computing by co- herent cooling, Phys. Rev. A105, 052601 (2022)
work page 2022
-
[36]
A. Matthies, M. Rudner, A. Rosch, and E. Berg, Programmable adiabatic demagnetization for systems with trivial and topolog- ical excitations, Quantum8, 1505 (2024)
work page 2024
-
[37]
J. Langbehn, K. Snizhko, I. Gornyi, G. Morigi, Y . Gefen, and C. P. Koch, Dilute measurement-induced cooling into many- body ground states, PRX Quantum5, 030301 (2024)
work page 2024
-
[38]
H.-L. Shi, S. Ding, Q.-K. Wan, X.-H. Wang, and W.-L. Yang, Entanglement, coherence, and extractable work in quantum bat- teries, Phys. Rev. Lett.129, 130602 (2022)
work page 2022
- [39]
-
[40]
A. Mitra and S. C. L. Srivastava, Bound energy, entanglement and identifying critical points in 1d long-range kitaev model, New Journal of Physics27, 084601 (2025)
work page 2025
-
[41]
D. Rossini, G. M. Andolina, and M. Polini, Many-body local- ized quantum batteries, Phys. Rev. B100, 115142 (2019)
work page 2019
-
[42]
D. N. Page, Average entropy of a subsystem, Phys. Rev. Lett. 71, 1291 (1993)
work page 1993
-
[43]
E. T. Jaynes, Information theory and statistical mechanics, Phys. Rev.106, 620 (1957)
work page 1957
-
[44]
J.-Y . Desaules, F. Pietracaprina, Z. Papi´c, J. Goold, and S. Pap- palardi, Extensive multipartite entanglement from su(2) quan- tum many-body scars, Phys. Rev. Lett.129, 020601 (2022)
work page 2022
-
[45]
S. Choi, C. J. Turner, H. Pichler, W. W. Ho, A. A. Michailidis, Z. Papi´c, M. Serbyn, M. D. Lukin, and D. A. Abanin, Emergent su(2) dynamics and perfect quantum many-body scars, Phys. Rev. Lett.122, 220603 (2019)
work page 2019
-
[46]
A. E. Allahverdyan, R. Balian, and T. M. Nieuwenhuizen, Max- imal work extraction from finite quantum systems, Europhysics Letters (EPL)67, 565–571 (2004)
work page 2004
- [47]
-
[48]
Although there may exist 2 or moreE=0scars as suggested in Refs. [79, 80], we only use one scar described by FSA, which is inversion symmetric and translational symmetric:I∣scar⟩= ∣scar⟩, T∣scar⟩=∣scar⟩
- [49]
-
[50]
T ´oth, Multipartite entanglement and high-precision metrol- ogy, Phys
G. T ´oth, Multipartite entanglement and high-precision metrol- ogy, Phys. Rev. A85, 022322 (2012)
work page 2012
-
[51]
C. Sch ¨on, E. Solano, F. Verstraete, J. I. Cirac, and M. M. Wolf, Sequential generation of entangled multiqubit states, Physical Review Letters95, 110503 (2005)
work page 2005
-
[52]
C. J. Turner, A. A. Michailidis, D. A. Abanin, M. Serbyn, and Z. Papi´c, Weak ergodicity breaking from quantum many-body scars, Nature Physics14, 745 (2018)
work page 2018
-
[53]
S. Moudgalya, N. Regnault, and B. A. Bernevig,η-pairing in hubbard models: From spectrum generating algebras to quan- tum many-body scars, Phys. Rev. B102, 085140 (2020)
work page 2020
-
[54]
D. K. Mark, C.-J. Lin, and O. I. Motrunich, Unified structure for exact towers of scar states in the affleck-kennedy-lieb-tasaki and other models, Phys. Rev. B101, 195131 (2020)
work page 2020
-
[55]
The many-body localization phase transition
A. Pal and D. A. Huse, Many-body localization phase tran- sition, Physical Review B - Condensed Matter and Materials Physics82, 1 (2010), arXiv:1010.1992
work page internal anchor Pith review Pith/arXiv arXiv 2010
-
[56]
D. A. Abanin, E. Altman, I. Bloch, and M. Serbyn, Colloquium: Many-body localization, thermalization, and entanglement, Re- views of Modern Physics91, 10.1103/RevModPhys.91.021001 (2019), arXiv:1804.11065v2
work page internal anchor Pith review Pith/arXiv arXiv doi:10.1103/revmodphys.91.021001 2019
- [57]
-
[58]
D. Bluvstein, A. Omran, H. Levine, A. Keesling, G. Semeghini, S. Ebadi, T. T. Wang, A. A. Michailidis, N. Maskara, W. W. Ho, et al., Controlling quantum many-body dynamics in driven rydberg atom arrays, Science371, 1355 (2021)
work page 2021
-
[59]
D. Bluvstein, H. Levine, G. Semeghini, T. T. Wang, S. Ebadi, M. Kalinowski, A. Keesling, N. Maskara, H. Pichler, M. Greiner, V . Vuleti´c, and M. D. Lukin, A quantum processor based on coherent transport of entangled atom arrays, Nature 604, 451–456 (2022)
work page 2022
-
[60]
D. Bluvstein, S. J. Evered, A. A. Geim, S. H. Li, H. Zhou, T. Manovitz, S. Ebadi, M. Cain, M. Kalinowski, D. Hangleiter, J. P. Bonilla Ataides, N. Maskara, I. Cong, X. Gao, P. Sales Rodriguez, T. Karolyshyn, G. Semeghini, M. J. Gul- lans, M. Greiner, V . Vuleti´c, and M. D. Lukin, Logical quan- tum processor based on reconfigurable atom arrays, Nature626,...
work page 2023
-
[61]
C. Ryan-Anderson, J. G. Bohnet, K. Lee, D. Gresh, A. Hankin, J. P. Gaebler, D. Francois, A. Chernoguzov, D. Lucchetti, N. C. 7 Brown, T. M. Gatterman, S. K. Halit, K. Gilmore, J. A. Gerber, B. Neyenhuis, D. Hayes, and R. P. Stutz, Realization of real- time fault-tolerant quantum error correction, Phys. Rev. X11, 041058 (2021)
work page 2021
-
[62]
M. P. Fisher, V . Khemani, A. Nahum, and S. Vijay, Ran- dom Quantum Circuits, Annual Review of Condensed Matter Physics14, 335 (2023)
work page 2023
-
[63]
A. C. Potter and R. Vasseur, Entanglement dynamics in hybrid quantum circuits (2021)
work page 2021
-
[64]
G.-Y . Zhu, N. Tantivasadakarn, A. Vishwanath, S. Trebst, and R. Verresen, Nishimori’s Cat: Stable Long-Range Entangle- ment from Finite-Depth Unitaries and Weak Measurements, Phys. Rev. Lett.131, 200201 (2023)
work page 2023
-
[65]
E. H. Chen, G.-Y . Zhu, R. Verresen, A. Seif, E. B¨aumer, D. Lay- den, N. Tantivasadakarn, G. Zhu, S. Sheldon, A. Vishwanath, S. Trebst, and A. Kandala, Nishimori transition across the error threshold for constant-depth quantum circuits, Nature Physics 21, 161 (2025)
work page 2025
-
[66]
G.-Y . Zhu, N. Tantivasadakarn, and S. Trebst, Structured volume-law entanglement in an interacting, monitored majo- rana spin liquid, Phys. Rev. Res.6, L042063 (2024)
work page 2024
-
[67]
F. Eckstein, B. Han, S. Trebst, and G.-Y . Zhu, Robust Telepor- tation of a Surface Code and Cascade of Topological Quantum Phase Transitions, PRX Quantum5, 040313 (2024)
work page 2024
- [68]
- [69]
-
[70]
C. H. Bennett, Demons, engines and the second law, Scientific American257, 108 (1987)
work page 1987
-
[71]
H. S. Leff and A. F. Rex, eds., Maxwell’s demon: entropy, information, computing (Princeton University Press, Princeton, 2014)
work page 2014
-
[72]
L. Szilard, ¨Uber die Entropieverminderung in einem ther- modynamischen System bei Eingriffen intelligenter Wesen, Zeitschrift f¨ur Physik53, 840 (1929)
work page 1929
-
[73]
R. Landauer, Irreversibility and heat generation in the comput- ing process, IBM Journal of Research and Development5, 183 (1961)
work page 1961
- [74]
-
[75]
J. V . Koski, V . F. Maisi, J. P. Pekola, and D. V . Averin, Ex- perimental realization of a szilard engine with a single elec- tron, Proceedings of the National Academy of Sciences111, 13786–13789 (2014)
work page 2014
-
[76]
J. P. S. Peterson, R. S. Sarthour, A. M. Souza, I. S. Oliveira, J. Goold, K. Modi, D. O. Soares-Pinto, and L. C. C´eleri, Exper- imental demonstration of information to energy conversion in a quantum system at the landauer limit, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 472, 20150813 (2016)
work page 2016
-
[77]
Ergotropy of quantum many-body scars
Z. Zhi, Q. Qian, J. Liu, and G.-Y . Zhu, Data for “Ergotropy of quantum many-body scars”, Zenodo 10.5281/zenodo.17864761 (2025)
-
[78]
Ergotropy of quantum many-body scars
Z. Zhi, Q. Qian, J. Liu, and G.-Y . Zhu, Code for “Ergotropy of quantum many-body scars” (2025)
work page 2025
- [79]
- [80]
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