Pith. sign in

REVIEW 3 major objections 6 minor 1 cited by

Quantification of the energy consumption of entanglement distribution

T0 review · 3 major / 6 minor · reviewed 2026-08-06 · deepseek-v4-flash

Pith's one-line read A quantum channel that irreversibly degrades entanglement cannot distribute it for free: the paper proves an energy floor per ebit proportional to $2\hbar\omega(E_C/E_D - 1)$.

desk verdict ECRED and the Hamiltonian-model energy cost are genuine contributions, but the advertised 'fundamental' lower bound is really only a lower bound on a restricted standard quantity, so the strongest conclusion needs rewording. read the letter →

arxiv 2507.23108 v1 pith:LZIX3TAR submitted 2025-07-30 quant-ph

classification quant-ph MSC 81P4081P4581P68 PACS 03.67.-a03.67.Mn
keywords entanglementdistillationenergyconsumptionrateirreversibilityquantumchannelsChoistatenetworksLandauerprincipleHamiltonianmodel
verification ladder T0 review T1 audit T2 compute T3 formal

The pith

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The reading

The paper introduces a measure of the fundamental energy cost of distributing entanglement through a noisy quantum channel, in joules per ebit, and proves that entanglement irreversibility forces a positive energy floor on standard distribution protocols. Its central result is a lower bound: for a channel whose Choi state has entanglement cost $E_C$ and distillable entanglement $E_D$, the standard energy consumption rate is at least $2\hbar\omega(E_C/E_D - 1)$, so whenever $E_C > E_D$ the energy per ebit cannot be zero. The paper also builds a Hamiltonian-model definition of the energy cost of a quantum operation, and uses it to compute upper bounds for three concrete distillation protocols on depolarizing channels. A sympathetic reader should care because the result turns a structural fact of entanglement theory, irreversibility, into a concrete resource bill for future quantum networks.

What carries the argument

The Energy Consumption Rate of Entanglement Distribution (ECRED), $C(\Phi|\mathrm{Ent})$, is the infimum over physical realizations, input states, and LOCC distillation protocols of the net energy balance (input energy plus distillation energy minus output energy) divided by the number of distilled ebits. The standard ECRED fixes photons, a maximally entangled input, and the 'send half through the channel' protocol, giving an upper bound on the fundamental ECRED. The lower bound uses the Choi state $\rho_\Phi = (1 \otimes \Phi)(\psi^+_{d_{\rm in}})$ and the non-negativity of the energy cost of a quantum operation, which follows from a Hamiltonian-model definition of that cost satisfying subadditivity in time and locality in space. The upper bounds come from decomposing distillation protocols into building blocks such as CNOT gates, measurements, erasure, and classical communication, whose energy costs are bounded using Landauer-type arguments.

What would settle it

Exhibit a standard protocol, meaning a maximally entangled input, half sent through a passive channel with $E_C(\rho_\Phi) > E_D(\rho_\Phi)$, and LOCC distillation, whose net energy per ebit is strictly below $2\hbar\omega(E_C(\rho_\Phi)/E_D(\rho_\Phi) - 1)$ under the paper's Hamiltonian energy model; a concrete starting point is the qubit erasure channel, where the claimed bound reads $C_{\rm std} \ge 2\hbar\omega\, p/(1-p)$.

Watch

Extended reading notes

Core claim

The central claim is a quantitative bridge between entanglement irreversibility and energy consumption. For the standard way of distributing entanglement, where a maximally entangled state of dimension $d_{\rm in}$ is prepared, half is sent through a passive channel $\Phi$, and the parties distill pure entanglement by LOCC, the paper proves $C^{\epsilon}_{\rm std}(\Phi|\mathrm{Ent}) \ge 2E(\lceil \log_2 d_{\rm in}\rceil / \lceil E^\epsilon_D(\rho_\Phi)\rceil - 1)$ in the single-shot case and $C_{\rm std}(\Phi|\mathrm{Ent}) \ge 2\hbar\omega(\log_2 d_{\rm in}/E_D(\rho_\Phi) - 1)$ in the asymptotic limit. Since $E_C(\rho_\Phi) \le \log_2 d_{\rm in}$, this implies $C_{\rm std}(\Phi|\mathrm{Ent}) \ge 2\hbar\omega(E_C(\rho_\Phi)/E_D(\rho_\Phi) - 1)$. If the Choi state is irreversible in the sense $E_C > E_D$, the standard energy consumption rate is strictly positive.

Load-bearing premise

The bound assumes a maximally entangled state of local dimension $d$ is carried by $2\lceil\log_2 d\rceil$ non-interacting particles of fixed energy $E$, with input and output energies exactly those values; platforms whose qubits share energy levels, interact, or have different energy accounting escape the bound.

Editorial extensions

If this is right

  • Any standard photonic entanglement distribution over a channel whose Choi state satisfies $E_C > E_D$ pays at least $2\hbar\omega(E_C/E_D - 1)$ joules per ebit; the cost is a fundamental floor, not an engineering overhead.
  • For channels with zero distillable entanglement, including separable and bound-entangled Choi states, the standard ECRED diverges: no energy investment can produce even one ebit by LOCC.
  • The gap between the lower bound, of order $10^{-34}\,\mathrm{J/ebit}$, and the upper bounds for three concrete distillation protocols, of order $10^{-12}\,\mathrm{J/ebit}$, means protocol choice matters more than channel physics for current energy budgets.
  • The energy-cost measure for quantum operations satisfies subadditivity in time and locality in space, so it can be applied outside entanglement distribution, for example to estimate the fundamental energy cost of parts of quantum computations.

Reading between the lines

Editorial extensions of the paper, not claims the author makes directly.

  • Editorial extension: the same per-particle energy accounting and irreversibility logic should apply to any pure resource state distributed through a resource-degrading channel, so analogous energy floors are expected for magic-state or coherence distillation on photonic platforms.
  • Editorial extension: because the lower bound is for the standard ECRED and the fully minimized ECRED can only be smaller, a testable prediction is that non-standard protocols, such as encoding multiple logical qubits per particle or recycling output energy, could beat the photonic standard floor.
  • Editorial extension: the upper-bound analysis suggests that reducing the number of probabilistic CNOTs and measurements, rather than maximizing distillation rate, is the most direct route to lower energy per ebit; the paper's numerical results already show that the highest-rate protocol is not the most energy-efficient.
Share X Bluesky LinkedIn Reddit HN

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, and a circularity audit.

Referee Report

3 major / 6 minor

Summary. The manuscript introduces a framework for quantifying the energy cost of entanglement distribution through quantum channels, defining the Energy Consumption Rate of Entanglement Distribution (ECRED) and a 'standard' version (standard ECRED) that fixes a photonic realization, a maximally entangled input, and the usual half-singlet-sending protocol. It derives lower bounds on the standard ECRED in terms of the distillable entanglement, entanglement cost, two-way capacity, and logarithmic negativity of the channel's Choi state, under the assumption that entanglement is encoded in non-interacting particles of fixed energy. It also provides numerical upper bounds on the fundamental ECRED for depolarizing channels by costing the building blocks of three entanglement distillation protocols (BBPSSW, DEJMPS, P1-or-P2). The paper claims that entanglement irreversibility implies a non-zero energy cost of entanglement distribution and emphasizes the hardware-independent, fundamental nature of the cost.

Significance. The paper's formal apparatus is a useful contribution: the axioms for energy costs, the Hamiltonian protocol model, and the explicit derivation of lower bounds under stated assumptions are coherent and clearly presented. The comparison of three distillation protocols on an energy-per-ebit basis is a novel and potentially influential way to benchmark quantum network protocols. If the lower bounds applied to the fully minimized, hardware-independent ECRED, the result would be a significant bridge between entanglement irreversibility and thermodynamics. However, the lower bounds are proven only for the standard ECRED, which is an upper bound on the fundamental ECRED, so the advertised 'fundamental' and 'hardware-independent' lower bound is not established. The upper-bound estimates are also not fully reproducible as presented. For these reasons the manuscript merits a major revision rather than acceptance in its current form.

major comments (3)
  1. [Abstract, §II.C, §V, Eq. (3)] The lower bounds in Theorem 1, Proposition 1, and Corollary 1 (Eqs. (25), (33), (52)) are all lower bounds on Cstd, the standard ECRED, not on the fundamental ECRED C defined in Definition 1. As Eq. (3) states, C(Φ|Ent) ≤ Cstd(Φ|Ent); therefore a lower bound on Cstd does not imply any lower bound on C. The abstract's statement that the paper focuses on the 'hardware-independent, i.e. fundamental cost' and the Discussion's claim (Section V, first paragraph) that 'the fundamental energy cost ... is lower bounded by the so-called distillable entanglement' are not supported by the proofs. This is a load-bearing overclaim: the central conceptual result would only follow from a lower bound on C itself. The authors should either prove such a bound (e.g., by extending the per-particle energy accounting to all physical realizations) or consistently reframe the main results as bounds on the standard ECRED, adjusting the abstract, title, and discussion accordingly.
  2. [§IV.G, Eq. (9), Fig. 3] The numerical upper bounds on C depend on a chain of estimates (p_cnot=1/8, Eaux=ℏω+ELandauer,ub, Emeasurement=2kBT ln2, and the inclusion of classical communication) but no code or complete computational derivation is provided. In particular, the role of the CNOT success probability p_cnot in the energy accounting is unclear: if the probabilistic CNOT implementation of Ref. [25] is used, failed CNOT attempts must be paid for in the expected energy cost, either by multiplying operation counts by 1/p_cnot or by absorbing p_cnot into the success probabilities pk of Eq. (79); the text does not specify which is done. Moreover, Section II.D states that classical communication is neglected, while Table II includes 2ECC terms. As written, the claim of rigorous upper bounds of order O(10^-12) J/ebit is not verifiable. Please provide the code or a detailed step-by-step account, and reconcile these inconsistencies.
  3. [§VI.A, Lemmas 1 and 2] The proofs of Lemmas 1 and 2 rely on the assertion that in the cited erasure and measurement protocols 'heat flows only in one direction', which is essential because the energy cost E(ΛP) in Definition 14 counts only positive ingoing currents. If the protocols involve bidirectional heat or work exchange, bounding the net heat (or energy balance) does not upper-bound the sum of positive currents. The manuscript cites Reeb-Wolf and Abdelkhalek-Nakata-Reeb but does not demonstrate the unidirectional property. Please provide a derivation or a more precise citation showing that the integrated positive currents are bounded by the stated expressions.
minor comments (6)
  1. [§II.E, Eq. (10)] The inequality direction in Eq. (10) is wrong: it should be Cstd(Φ|Ent) ≥ 2ℏω(EC(ρΦ)/ED(ρΦ) − 1), not ≤.
  2. [§II.B] Axiom 1 is stated twice with different content (subadditivity in time and locality of energy); the numbering should be made consistent throughout the main text and the appendix.
  3. [Definition 4] The infimum over dout ∈ N+ includes dout = 1, for which log2 dout = 0; the definition should exclude dout = 1 or handle the zero denominator explicitly.
  4. [§IV.G, item 1] The statement 'We bound ΔS by 1' should read 'by ln2' when Shannon entropies are measured in nats, otherwise the claimed ELandauer,ub = 2kBT ln2 does not follow from Lemma 1.
  5. [Table II, Fig. 9] The protocol name is spelled 'BPPSSW' in Table II and Fig. 9 but 'BBPSSW' elsewhere; please standardize.
  6. [General] No data or code availability statement is provided for the numerical results shown in Figs. 3 and 9, which is important for reproducibility.

Circularity Check

0 steps flagged · score 0.0 of 10

No circularity: the lower bound follows algebraically from the ECRED definition plus standard facts about ED/EC; upper bounds use independent thermodynamic results.

full rationale

The central derivation (Theorem 1 through Proposition 1 and Corollary 1) starts from the definition of the standard ECRED, substitutes the explicitly assumed per-particle energies E(ψ+_d)=2E⌈log2 d⌉, drops the non-negative distillation cost E(Λ,ρ), and uses only standard facts R(Λ) ≤ E^ϵ_D(ρΦ) and EC(ρΦ) ≤ log2 din to obtain the bounds. No parameter is fitted to the target quantity, and no step defines its conclusion into its premises. The relation C(Φ|Ent) ≤ Cstd(Φ|Ent) is explicitly stated, so the lower bounds constrain the standard, not the fully minimized, ECRED; the Discussion's phrasing that the 'fundamental energy cost' is lower bounded goes beyond what the proof establishes, but that is an interpretive overreach rather than a circular reduction. Self-citations such as [5], [6], and [22] are contextual or technical and are not load-bearing for the main inequalities; the upper bounds rely on independent results by Reeb-Wolf and Abdelkhalek-Nakata-Reeb plus explicit protocol estimates. Hence no circular step is present.

Assumptions & free parameters 4 free parameters · 5 assumptions · 1 invented entities

The central lower bound depends on standard properties of entanglement measures and on a domain-specific energy accounting for non-interacting photonic qubits. The upper bounds introduce several hand-picked physical parameters (wavelength, temperature, CNOT success). The mesoscopic interface is a modeling device, not a new physical entity.

free parameters (4)
  • Photon energy ℏω (wavelength 1550 nm) = corresponds to ~1.28e-19 J
    Chosen for numerical estimates of the lower and upper bounds; not derived from data.
  • Ambient temperature T = 293 K
    Used in Landauer erasure upper bounds for the distillation protocols.
  • CNOT success probability p_cnot = 1/8
    Taken from the linear-optics CNOT implementation of Ref. [25]; used to estimate the energy cost of CNOT gates.
  • Epsilon for Landauer upper bound = 1/2
    Set to obtain the factor 2 in the upper bound ELandauer,ub = 2 k_B T ln 2.
assumptions (5)
  • standard math LOCC operations do not increase distillable entanglement.
    Used in Theorem 1 to assert ⌈log2 din⌉ ≥ ⌈R(Λϵ,ρΦ)⌉, citing non-increasing property under LOCC (Ref. [51]).
  • domain assumption The channel Φ is LOCC and passive, i.e., it does not increase distillable entanglement.
    The entire standard scenario assumes the channel only degrades entanglement; stated in Section II.A and used in Theorem 1.
  • ad hoc to paper The energy cost E(Λ,ρ) is non-negative and satisfies subadditivity in time and locality.
    These are axioms of the paper's framework (Axiom 1 and 2 in Section IV.B), later proved for the Hamiltonian model; they are used to drop E(Λ,ρ) in the lower bound.
  • domain assumption The physical carriers are non-interacting particles, each with energy E, and a maximally entangled state of dimension d requires 2⌈log2 d⌉ carriers.
    Introduced in Theorem 1 (Section IV.C) to relate state energies to entanglement rates. This is the load-bearing assumption for the numerical value of the lower bound.
  • domain assumption The distillation operation leaves the local Hamiltonian unchanged for polarization-encoded qubits.
    Remark 3 and the text before Theorem 1; ensures input and output energies are measured with the same Hamiltonian.
invented entities (1)
  • Mesoscopic interface
    purpose: A conceptual device with a few controllable quantum degrees of freedom that mediates energy transfer between a quantum system and its classical controller, used to define the fundamental energy cost E(Λ,ρ) of a quantum operation.
    Introduced in Section VI.A (Definition 9 and surrounding text) as part of the Hamiltonian model. It is a theoretical construct without an independent falsifiable prediction.

how reviews work

0 comments
Cite this review

Pith. "Pith review of Quantification of the energy consumption of entanglement distribution." pith.science (2026). https://pith.science/paper/LZIX3TAR

@misc{pith2026250723108,
  author       = {Pith},
  title        = {Pith review of: Quantification of the energy consumption of entanglement distribution},
  year         = {2026},
  howpublished = {\url{https://pith.science/paper/LZIX3TAR}},
  note         = {Machine review of arXiv:2507.23108}
}
read the original abstract

Inspired by environmental sciences, we develop a framework to quantify the energy needed to generate quantum entanglement via noisy quantum channels, focusing on the hardware-independent, i.e. fundamental cost. Within this framework, we define a measure of the minimal fundamental energy consumption rate per distributed entanglement (expressed in Joule per ebit). We then derive a lower bound on the energy cost of distributing a maximally entangled state via a quantum channel, which yields a quantitative estimate of energy investment per entangled bit for future quantum networks. We thereby show that irreversibility in entanglement theory implies a non-zero energy cost in standard entanglement distribution protocols. We further establish an upper bound on the fundamental energy consumption rate of entanglement distribution by determining the minimal energy required to implement quantum operations via classical control. To this end, we formulate the axioms for an energy cost measure and introduce a Hamiltonian model for classically-controlled quantum operations. The fundamental cost is then defined as the infimum energy over all such Hamiltonian protocols, with or without specific hardware constraints. The study of the energy cost of a quantum operation is general enough to be naturally applicable to quantum computing and is of independent interest. Finally, we evaluate the energy demands of three entanglement distillation protocols for photonic polarization qubits, finding that, due to entanglement irreversibility, their required energy exceeds the fundamental lower bound by many orders of magnitude. The introduced paradigm can be applied to other quantum resources, with appropriate changes depending on their nature.

Figures

Figures reproduced from arXiv: 2507.23108 by the authors.

Figure 1
Figure 1. FIG. 1: The quantification of the energy consumption rate of entanglement distribution in the landscape of scien [PITH_FULL_IMAGE:figures/full_fig_p003_1.png] view at source ↗
Figure 2
Figure 2. FIG. 2: Visual represenation of the formal definition of energy consumption rate of entanglement distribution. [PITH_FULL_IMAGE:figures/full_fig_p004_2.png] view at source ↗
Figure 3
Figure 3. FIG. 3: Upper bounds on the fundamental energy consumption required to obtain one quantum state with fidelity [PITH_FULL_IMAGE:figures/full_fig_p008_3.png] view at source ↗
Figures from the paper (6 more)
Figure 4
Figure 4. Figure 4: FIG. 4: The energy consumption rate of entanglement distribution on a single plot, for a fixed channel Φ = [PITH_FULL_IMAGE:figures/full_fig_p009_4.png]
Figure 5
Figure 5. Figure 5: FIG. 5: The scheme of entanglement distillation. It is assumed that the channel Φ is passive, i.e. it does not increase [PITH_FULL_IMAGE:figures/full_fig_p012_5.png]
Figure 6
Figure 6. Figure 6: FIG. 6: Lower bound on the standard fundamental energy consumption of a distillation protocol using the quantum [PITH_FULL_IMAGE:figures/full_fig_p021_6.png]
Figure 7
Figure 7. Figure 7: FIG. 7: Lower bounds on the standard fundamental energy consumption rate of distillation protocols, for the quantum [PITH_FULL_IMAGE:figures/full_fig_p022_7.png]
Figure 8
Figure 8. Figure 8: FIG. 8: A protocol realizing quantum measurement proposed in [ [PITH_FULL_IMAGE:figures/full_fig_p025_8.png]
Figure 9
Figure 9. Figure 9: FIG. 9: Upper bounds on the fundamental energy consumption required to obtain one quantum state with fidelity [PITH_FULL_IMAGE:figures/full_fig_p029_9.png]

Discussion (0). Continue with ORCID to comment.

Forward citations

Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Thermodynamics of quantum processes: An operational framework for free energy and reversible athermality

    quant-ph 2025-10 conditional novelty 5.0 of 10

    For quantum channels, athermality distillation and formation under Gibbs-preserving superchannels both converge asymptotically to the channel's relative-entropy free energy, making the resource theory asymptotically r...

Reference graph

Works this paper leans on

106 extracted references · 40 canonical work pages · cited by 1 Pith paper

  1. [5]

    To obtain one random bit, it is enough to perform a single measurements on an auxiliary qubit system

    Random bits can be generated by quantum measurements. To obtain one random bit, it is enough to perform a single measurements on an auxiliary qubit system. Thus, we set Erandomness = Emeasurement + Eaux

  2. [15]

    Prepare the quantum state of the relevant degrees of freedom of the mesoscopic device

  3. [25]

    C. H. Bennett, G. Brassard, S. Popescu, B. Schumacher, J. A. Smolin, and W. K. Wootters, Physical review letters 76, 722 (1996)

  4. [1]

    Unfortunately, it is a lower bound on inevitable energetic cost of information erasure, while our aim is to upper bound this quantity

    The Landauer’s principle [61] states that erasing one bit of information requires a minimum energy dissipation of kBT ln 2 into the environment, where T is an ambient temperature. Unfortunately, it is a lower bound on inevitable energetic cost of information erasure, while our aim is to upper bound this quantity. Thus, we make use of Lemma 1, which states...

  5. [2]

    The first one is quantified by ℏω, while the second one can be upper-bounded by already the defined ELandauer,ub

    The fundamental energy consumption of adding an auxiliary system in the state|0⟩ consists in two parts: physical carrier and information erasure. The first one is quantified by ℏω, while the second one can be upper-bounded by already the defined ELandauer,ub. Thus we can upper bound this quantity by Eaux = ℏω + ELandauer,ub

  6. [3]

    Besides ℏω, the energy necessary to prepare a pure state |0⟩, given by ELandauer,ub, also has to be taken into account

    Communication of one classical bit can be realized by encoding it on the polarization degree of freedom of a photon. Besides ℏω, the energy necessary to prepare a pure state |0⟩, given by ELandauer,ub, also has to be taken into account. Overall it gives us ECC = ELandauer,ub + ℏω for one bit of classical communication

  7. [4]

    Since we use the polarization degree of freedom, we have ∆ ES = 0

    To upper-bound the fundamental energy of a qubit measurement with classical (macroscopic) outcome, we make use of Lemma 2, which states that for each ϵ > 0, it is not greater than ∆ ES + (− ln(1 − ϵ) + H({pk})) /β. Since we use the polarization degree of freedom, we have ∆ ES = 0. Moreover, H({pk}) ≤ 1. Finally, by setting ϵ = 1/2 we obtain the desired up...

  8. [6]

    Averaging over applications of bilateral local unitaries from the set G can be realized as random application of a unitary from this set. Random choice of an element from G can be performed with a usage of ⌈log2 |G|⌉ bits of randomness, which by our estimations introduces Erandomness · ⌈log2 |G|⌉ to the energetic cost. Then this random choice of unitary h...

Show all 106 references
  1. [7]

    We set Etwirling = ⌈log2 24⌉(Erandomness + ECC )

    Twirling a bipartite qubit-qubit state into the Bell diagonal state can therefore be performed as aver- aging over bilateral local single-qubit Clifford group, which consists of 24 elements. We set Etwirling = ⌈log2 24⌉(Erandomness + ECC )

  2. [8]

    Thus, in our estimation we take Edepolarization = ⌈log2 4⌉(Erandomness + ECC )

    Depolarization of a Bell diagonal state into the isotropic state can be performed as averaging over bilateral local unitaries from the set {Bx, By, Bz, 1}. Thus, in our estimation we take Edepolarization = ⌈log2 4⌉(Erandomness + ECC )

  3. [9]

    One-qubit local unitaries in linear optics are energetically free from the fundamental point of view, since they are implemented by passive elements. 27

  4. [10]

    In more detail, the non-demolition realization of CNOT gates is necessary for consecutive usage of its outputs in later stages of distillation protocol

    Unitary transformations are for free, but in optical settings with polarization, CNOTs gates are always prob- abilistic and hard to implement. In more detail, the non-demolition realization of CNOT gates is necessary for consecutive usage of its outputs in later stages of dist...

  5. [11]

    Thus, we do not count it, assuming it is negligible

    From the fundamental perspective, post-selection operation does not carry any energetic cost, apart from the one associated with processing of classical information. Thus, we do not count it, assuming it is negligible. To summarize, in our estimation of the energy consumption ...

  6. [12]

    After each successful step, the fidelity with the maximally entangled state is increased and this procedure is repeated until the desired fidelity is achieved

    Numerical approach for estimation of the upper bound on the energy consumption rate Notice that the considered entanglement distillation protocols are iterative and probabilistic, which means that they consist of many steps, which can succeed with some probability. After each ...

  7. [13]

    of entanglement distillation for depolarizing channel. But considered distillation protocols are probabilistic in their 29 (a) Results for three different entanglement distillation protocols: BPPSSW, DEJMPS and P1-or-P2 in no-noise regime. (b) Results for DEJMPS protocol. Here...

  8. [14]

    However, only the interface is subjected to the classical driving, while the interaction between the interface and the quantum system is fully quantum

    , t∈ (t∗ 1, t∗ 1 + t∗ 2] (90) 8 Strictly speaking, the Louvillian acts both on mesoscopic interface and the quantum device. However, only the interface is subjected to the classical driving, while the interaction between the interface and the quantum system is fully quantum. 9...

  9. [16]

    Switch on the interaction between systems S and A

  10. [17]

    Let the systems evolve during some predetermined time window

  11. [18]

    Switch off the interaction between system S and A

  12. [19]

    Read the state of mesoscopic device and prepare its relevant degrees of freedom again

  13. [20]

    Repeat previous steps (1-5) a desired number of times

  14. [21]

    The switching on(off) the interaction steps are optional, since for some physical realizations switching off the inter- action is impossible (e.g

    Reset the state of mesoscopic device by preparing it in state τA. The switching on(off) the interaction steps are optional, since for some physical realizations switching off the inter- action is impossible (e.g. we can not switch off electromagnetic field). In general such a ...

  15. [22]

    For each independent driving field ˆAi we define J drive Ai (t) = Tr ∂Vi(t) ∂t ˆAiρ(t) + c.c. = ∂Vi(t) ∂t Tr [Aiρ(t)] + c.c., (106) J drive→← Ai (t) = η ±J drive Ai (t) · J drive Ai (t), (107) where c.c stands for complex conjugate, and analogously for the interaction Hamilton...

  16. [23]

    (113) We define heat current as a sum of all independent heat currents J drive Q (t) = X i J drive Di (t) (114) J drive→← Q (t) = X i J drive→← Di (t)

    For each dissipator Di A,βi we define its independent heat current as J drive Di (t) = Tr HSA(t)Wi(t)Di A,βi [ρ(t)] , (112) J drive→← Di (t) = η ±J drive Di (t) · J drive Di (t). (113) We define heat current as a sum of all independent heat currents J drive Q (t) = X i J drive...

  17. [24]

    Finally, we define energy current as follows J drive E (t) = J drive Q (t) + J drive W (t) (116) J drive→← E (t) = J drive→← Q (t) + J drive→← W (t). (117) If the choice of Hamiltonian model protocol performing quantum task is not clear from context, we write J drive→← X (t) P...

  18. [26]

    Wehner, D

    S. Wehner, D. Elkouss, and R. Hanson, Science 362 (2018), ISSN 1095-9203, URL http://dx.doi.org/10.1126/science. aam9288

  19. [27]

    R. P. Feynman, International Journal of Theoretical Physics 21, 467–488 (1982), ISSN 1572-9575, URL http://dx.doi. org/10.1007/BF02650179

  20. [28]

    Degen, F

    C. Degen, F. Reinhard, and P. Cappellaro, Reviews of Modern Physics 89 (2017), ISSN 1539-0756, URL http://dx.doi. org/10.1103/RevModPhys.89.035002

  21. [29]

    Yehia, Y

    R. Yehia, Y. Pi´ etri, C. Pascual-Garc ´ ıa, P. Lefebvre, and F. Centrone,Energetic analysis of emerging quantum communi- cation protocols (2024), 2410.10661, URL https://arxiv.org/abs/2410.10661

  22. [30]

    Horodecki, P

    R. Horodecki, P. Horodecki, M. Horodecki, and K. Horodecki, Reviews of Modern Physics 81, 865–942 (2009), ISSN 1539-0756, URL http://dx.doi.org/10.1103/RevModPhys.81.865

  23. [31]

    G. Aad, B. Abbott, K. Abeling, N. J. Abicht, S. H. Abidi, A. Aboulhorma, H. Abramowicz, H. Abreu, Y. Abulaiti, B. S. Acharya, et al., Nature 633, 542 (2024), ISSN 1476-4687, URL https://doi.org/10.1038/s41586-024-07824-z

  24. [32]

    Capozziello and O

    S. Capozziello and O. Luongo, Decoherence, entanglement and cosmic evolution (2013), 1306.1897, URL https://arxiv. org/abs/1306.1897

  25. [33]

    L. Wang, R. Jia, and D. Song, D2p-fed: Differentially private federated learning with efficient communication (2021), 2006.13039, URL https://arxiv.org/abs/2006.13039

  26. [34]

    C. H. Bennett, G. Brassard, C. Cr´ epeau, R. Jozsa, A. Peres, and W. K. Wootters, Phys. Rev. Lett. 70, 1895 (1993), URL https://link.aps.org/doi/10.1103/PhysRevLett.70.1895

  27. [35]

    C. H. Bennett and S. J. Wiesner, Phys. Rev. Lett. 69, 2881 (1992), URL https://link.aps.org/doi/10.1103/ PhysRevLett.69.2881

  28. [36]

    C. H. Bennett and G. Brassard, Theoretical Computer Science 560, 7–11 (2014), ISSN 0304-3975, URL http://dx.doi. org/10.1016/j.tcs.2014.05.025

  29. [37]

    Ac ´ ın, N

    A. Ac ´ ın, N. Brunner, N. Gisin, S. Massar, S. Pironio, and V. Scarani, Phys. Rev. Lett. 98, 230501 (2007), URL https: //link.aps.org/doi/10.1103/PhysRevLett.98.230501

  30. [38]

    ˙Zukowski, A

    M. ˙Zukowski, A. Zeilinger, M. A. Horne, and A. K. Ekert, Phys. Rev. Lett. 71, 4287 (1993), URL https://link.aps. org/doi/10.1103/PhysRevLett.71.4287

  31. [39]

    Fellous-Asiani, J

    M. Fellous-Asiani, J. H. Chai, Y. Thonnart, H. K. Ng, R. S. Whitney, and A. Auff` eves, PRX Quantum 4, 040319 (2023), URL https://link.aps.org/doi/10.1103/PRXQuantum.4.040319

  32. [41]

    Faist and R

    P. Faist and R. Renner, Physical Review X 8 (2018), ISSN 2160-3308, URL http://dx.doi.org/10.1103/PhysRevX.8. 021011

  33. [42]

    Fellous-Asiani, J

    M. Fellous-Asiani, J. H. Chai, R. S. Whitney, A. Auff` eves, and H. K. Ng, PRX Quantum 2, 040335 (2021), URL https: //link.aps.org/doi/10.1103/PRXQuantum.2.040335

  34. [43]

    Bowen and N

    G. Bowen and N. Datta, in 2006 IEEE International Symposium on Information Theory (2006), pp. 451–455

  35. [44]

    Pappalardo, B

    A. Pappalardo, B. Hoyau, E. Gouzien, and J. Stevens, Determining the energy consumption of a quantum algorithm running on a superconducting cat-qubit based fault tolerant quantum computer, The quantum energy initative workshop 2025 (2025)

  36. [45]

    Oppenheim, M

    J. Oppenheim, M. Horodecki, P. Horodecki, and R. Horodecki, Physical Review Letters 89 (2002), ISSN 1079-7114, URL http://dx.doi.org/10.1103/PhysRevLett.89.180402

  37. [46]

    Synak-Radtke, K

    B. Synak-Radtke, K. Horodecki, and M. Horodecki, Journal of Mathematical Physics 46 (2005), ISSN 1089-7658, URL http://dx.doi.org/10.1063/1.2000707

  38. [47]

    Ganardi, P

    R. Ganardi, P. Masajada, M. Naseri, and A. Streltsov, Quantum 9, 1666 (2025), ISSN 2521-327X, URL http://dx.doi. org/10.22331/q-2025-03-20-1666

  39. [48]

    Deutsch, A

    D. Deutsch, A. Ekert, R. Jozsa, C. Macchiavello, S. Popescu, and A. Sanpera, Physical review letters 77, 2818 (1996)

  40. [49]

    J.-P. Li, X. Gu, J. Qin, D. Wu, X. You, H. Wang, C. Schneider, S. H¨ ofling, Y.-H. Huo, C.-Y. Lu, et al., Phys. Rev. Lett. 126, 140501 (2021), URL https://link.aps.org/doi/10.1103/PhysRevLett.126.140501

  41. [50]

    Reeb and M

    D. Reeb and M. M. Wolf, New Journal of Physics 16, 103011 (2014), ISSN 1367-2630, URL http://dx.doi.org/10.1088/ 1367-2630/16/10/103011

  42. [51]

    Abdelkhalek, Y

    K. Abdelkhalek, Y. Nakata, and D. Reeb, Fundamental energy cost for quantum measurement (2018), 1609.06981, URL https://arxiv.org/abs/1609.06981

  43. [52]

    Miguel-Ramiro and W

    J. Miguel-Ramiro and W. D¨ ur, Physical Review A98, 042309 (2018)

  44. [55]

    Jarzyna, Phys

    M. Jarzyna, Phys. Rev. A 104, 022605 (2021), URL https://link.aps.org/doi/10.1103/PhysRevA.104.022605

  45. [56]

    Auff` eves, PRX Quantum3, 020101 (2022), URL https://link.aps.org/doi/10.1103/PRXQuantum.3.020101

    A. Auff` eves, PRX Quantum3, 020101 (2022), URL https://link.aps.org/doi/10.1103/PRXQuantum.3.020101

  46. [57]

    Streltsov, G

    A. Streltsov, G. Adesso, and M. B. Plenio, Rev. Mod. Phys. 89, 041003 (2017), URL https://link.aps.org/doi/10. 1103/RevModPhys.89.041003

  47. [58]

    Knill, Fault-tolerant postselected quantum computation: Schemes (2004), URL https://arxiv.org/abs/quant-ph/ 0402171

    E. Knill, Fault-tolerant postselected quantum computation: Schemes (2004), URL https://arxiv.org/abs/quant-ph/ 0402171

  48. [59]

    Bravyi and A

    S. Bravyi and A. Kitaev, Phys. Rev. A 71, 022316 (2005), URL https://link.aps.org/doi/10.1103/PhysRevA.71. 022316

  49. [61]

    Brunner, D

    N. Brunner, D. Cavalcanti, S. Pironio, V. Scarani, and S. Wehner, Rev. Mod. Phys. 86, 419 (2014), URL https://link. aps.org/doi/10.1103/RevModPhys.86.419

  50. [62]

    Gour, Resources of the quantum world (2024), URL https://arxiv.org/abs/2402.05474

    G. Gour, Resources of the quantum world (2024), URL https://arxiv.org/abs/2402.05474

  51. [63]

    Quantum energy initiative website (2022), URL https://quantum-energy-initiative.org/

  52. [64]

    Ezratty, Mitigating the quantum hype (2022), 2202.01925, URL https://arxiv.org/abs/2202.01925

    O. Ezratty, Mitigating the quantum hype (2022), 2202.01925, URL https://arxiv.org/abs/2202.01925

  53. [65]

    Ezratty, Understanding quantum technologies 2024 (2024), 2111.15352, URL https://arxiv.org/abs/2111.15352

    O. Ezratty, Understanding quantum technologies 2024 (2024), 2111.15352, URL https://arxiv.org/abs/2111.15352

  54. [66]

    Bassman Oftelie, A

    L. Bassman Oftelie, A. De Pasquale, and M. Campisi, PRX Quantum 5 (2024), ISSN 2691-3399, URL http://dx.doi. org/10.1103/PRXQuantum.5.030309

  55. [67]

    L. B. Oftelie and M. Campisi, Measurement of the work statistics of an open quantum system using a quantum computer (2025), 2412.17491, URL https://arxiv.org/abs/2412.17491

  56. [68]

    Pi´ etri, Theses, Sorbonne Universit´ e (2024), URLhttps://theses.hal.science/tel-05042563

    Y. Pi´ etri, Theses, Sorbonne Universit´ e (2024), URLhttps://theses.hal.science/tel-05042563

  57. [69]

    Sparaciari, L

    C. Sparaciari, L. del Rio, C. M. Scandolo, P. Faist, and J. Oppenheim, Quantum 4, 259 (2020), ISSN 2521-327X, URL http://dx.doi.org/10.22331/q-2020-04-30-259

  58. [70]

    Arqand, L

    A. Arqand, L. Memarzadeh, and S. Mancini, Entropy 25, 1001 (2023), ISSN 1099-4300, URL http://dx.doi.org/10. 3390/e25071001

  59. [71]

    Chitambar, D

    E. Chitambar, D. Leung, L. Manˇ cinska, M. Ozols, and A. Winter, Communications in Mathematical Physics328, 303–326 (2014), ISSN 1432-0916, URL http://dx.doi.org/10.1007/s00220-014-1953-9

  60. [72]

    Uhlmann, Reports on Mathematical Physics 9, 273–279 (1976), ISSN 0034-4877, URL http://dx.doi.org/10.1016/ 0034-4877(76)90060-4

    A. Uhlmann, Reports on Mathematical Physics 9, 273–279 (1976), ISSN 0034-4877, URL http://dx.doi.org/10.1016/ 0034-4877(76)90060-4

  61. [73]

    Horodecki, M

    P. Horodecki, M. Horodecki, and R. Horodecki, Physical Review Letters 82, 1056–1059 (1999), ISSN 1079-7114, URL http://dx.doi.org/10.1103/PhysRevLett.82.1056

  62. [74]

    Buscemi and N

    F. Buscemi and N. Datta, Journal of Mathematical Physics 51 (2010), ISSN 1089-7658, URL http://dx.doi.org/10. 1063/1.3483717

  63. [75]

    C. H. Bennett, D. P. DiVincenzo, J. A. Smolin, and W. K. Wootters, Physical Review A 54, 3824–3851 (1996), ISSN 1094-1622, URL http://dx.doi.org/10.1103/PhysRevA.54.3824

  64. [76]

    Horodecki, M

    P. Horodecki, M. Horodecki, and R. Horodecki, Journal of Modern Optics 47, 347–354 (2000), ISSN 1362-3044, URL http://dx.doi.org/10.1080/09500340008244047

  65. [77]

    Horodecki, P

    M. Horodecki, P. W. Shor, and M. B. Ruskai, Reviews in Mathematical Physics 15, 629–641 (2003), ISSN 1793-6659, URL http://dx.doi.org/10.1142/S0129055X03001709

  66. [78]

    P. M. Hayden, M. Horodecki, and B. M. Terhal, Journal of Physics A: Mathematical and General 34, 6891–6898 (2001), ISSN 1361-6447, URL http://dx.doi.org/10.1088/0305-4470/34/35/314

  67. [79]

    M. M. Wilde, Quantum Information Theory (Cambridge University Press, Cambridge, England, 2017), 2nd ed

  68. [80]

    Pirandola, R

    S. Pirandola, R. Laurenza, C. Ottaviani, and L. Banchi, Nature Communications 8 (2017), ISSN 2041-1723, URL http: //dx.doi.org/10.1038/ncomms15043

  69. [81]

    C. H. Bennett, D. P. DiVincenzo, and J. A. Smolin, Physical Review Letters 78, 3217–3220 (1997), ISSN 1079-7114, URL http://dx.doi.org/10.1103/PhysRevLett.78.3217

  70. [82]

    Lami and M

    L. Lami and M. M. Wilde, Nature Photonics 17, 525–530 (2023), ISSN 1749-4893, URL http://dx.doi.org/10.1038/ s41566-023-01190-4

  71. [83]

    Rozpedek, T

    F. Rozpedek, T. Schiet, L. P. Thinh, D. Elkouss, A. C. Doherty, and S. Wehner, Physical Review A 97, 062333 (2018)

  72. [84]

    Dehaene, M

    J. Dehaene, M. Van den Nest, B. De Moor, and F. Verstraete, Physical Review A 67 (2003), ISSN 1094-1622, URL http://dx.doi.org/10.1103/PhysRevA.67.022310

  73. [85]

    Landauer, IBM journal of research and development 5, 183 (1961)

    R. Landauer, IBM journal of research and development 5, 183 (1961)

  74. [86]

    Knill, Physical Review A 66, 052306 (2002)

    E. Knill, Physical Review A 66, 052306 (2002)

  75. [87]

    T. B. Pittman, B. C. Jacobs, and J. D. Franson, Phys. Rev. Lett. 88, 257902 (2002), URL https://link.aps.org/doi/ 10.1103/PhysRevLett.88.257902

  76. [88]

    J. L. O’Brien, G. J. Pryde, A. G. White, T. C. Ralph, and D. Branning, Nature 426, 264 (2003), quant-ph/0403062

  77. [89]

    N. K. Langford, T. J. Weinhold, R. Prevedel, K. J. Resch, A. Gilchrist, J. L. O’Brien, G. J. Pryde, and A. G. White, Phys. Rev. Lett. 95, 210504 (2005), URL https://link.aps.org/doi/10.1103/PhysRevLett.95.210504

  78. [90]

    Okamoto, H

    R. Okamoto, H. F. Hofmann, S. Takeuchi, and K. Sasaki, Physical Review Letters 95 (2005), ISSN 1079-7114, URL http://dx.doi.org/10.1103/PhysRevLett.95.210506

  79. [91]

    Liu, Z.-C

    Z.-F. Liu, Z.-C. Ren, P. Wan, W.-Z. Zhu, Z.-M. Cheng, J. Wang, Y.-P. Shi, H.-B. Xi, M. Huber, N. Friis, et al., Heralded high-dimensional photon-photon quantum gate (2024), 2407.16356, URL https://arxiv.org/abs/2407.16356

  80. [92]

    Mitzenmacher and E

    M. Mitzenmacher and E. Upfal, Probability and computing: randomized algorithms and probabilistic analysis (Cambridge university press, 2005). 46

  81. [93]

    Rozpedek, R

    F. Rozpedek, R. Yehia, K. Goodenough, M. Ruf, P. C. Humphreys, R. Hanson, S. Wehner, and D. Elkouss, Phys. Rev. A 99, 052330 (2019), URL https://link.aps.org/doi/10.1103/PhysRevA.99.052330

  82. [94]

    G. Avis, F. F. da Silva, T. Coopmans, A. Dahlberg, H. Jirovsk´ a, D. Maier, J. Rabbie, A. Torres-Knoop, and S. Wehner, arXiv preprint arXiv:2207.10579 (2022)

  83. [95]

    Coopmans, R

    T. Coopmans, R. Knegjens, A. Dahlberg, D. Maier, L. Nijsten, J. Oliveira, M. Papendrecht, J. Rabbie, F. Rozpedek, M. Skrzypczyk, et al., Netsquid, a discrete-event simulation platform for quantum networks (2021), 2010.12535

  84. [96]

    C. Popp, T. C. Sutter, and B. C. Hiesmayr, arXiv e-prints arXiv:2408.02383 (2024), 2408.02383

  85. [97]

    C. Popp, T. C. Sutter, and B. C. Hiesmayr, arXiv e-prints arXiv:2502.09261 (2025), 2502.09261

  86. [98]

    Miguel-Ramiro, A

    J. Miguel-Ramiro, A. Pirker, and W. D¨ ur, Improving entanglement purification through coherent superposition of roles (2025), 2408.00844, URL https://arxiv.org/abs/2408.00844

  87. [99]

    Thompson, P

    J. Thompson, P. M. Riechers, A. J. P. Garner, T. J. Elliott, and M. Gu, Energetic advantages for quantum agents in online execution of complex strategies (2025), 2503.19896, URL https://arxiv.org/abs/2503.19896

  88. [100]

    Faist, F

    P. Faist, F. Dupuis, J. Oppenheim, and R. Renner, Nature Communications 6 (2015), ISSN 2041-1723, URL http: //dx.doi.org/10.1038/ncomms8669

  89. [101]

    Cimini, S

    V. Cimini, S. Gherardini, M. Barbieri, I. Gianani, M. Sbroscia, L. Buffoni, M. Paternostro, and F. Caruso, npj Quantum Information 6 (2020), ISSN 2056-6387, URL http://dx.doi.org/10.1038/s41534-020-00325-7

  90. [102]

    Fellous-Asiani, The resource cost of large scale quantum computing (2021), URL https://arxiv.org/abs/2112.04022

    M. Fellous-Asiani, The resource cost of large scale quantum computing (2021), URL https://arxiv.org/abs/2112.04022

  91. [103]

    Deffner, Europhysics Letters 134, 40002 (2021), ISSN 1286-4854, URL http://dx.doi.org/10.1209/0295-5075/134/ 40002

    S. Deffner, Europhysics Letters 134, 40002 (2021), ISSN 1286-4854, URL http://dx.doi.org/10.1209/0295-5075/134/ 40002

  92. [104]

    Chiribella, Y

    G. Chiribella, Y. Yang, and R. Renner, Physical Review X 11 (2021), ISSN 2160-3308, URL http://dx.doi.org/10. 1103/PhysRevX.11.021014

  93. [105]

    Stevens, D

    J. Stevens, D. Szombati, M. Maffei, C. Elouard, R. Assouly, N. Cottet, R. Dassonneville, Q. Ficheux, S. Zeppetzauer, A. Bienfait, et al., Physical Review Letters 129 (2022), ISSN 1079-7114, URL http://dx.doi.org/10.1103/PhysRevLett. 129.110601

  94. [106]

    Stevens and S

    J. Stevens and S. Deffner, Hamiltonian quantum gates – energetic advantage from entangleability (2025), URL https: //arxiv.org/abs/2507.01758

  95. [107]

    ˙Zukowski and M

    M. ˙Zukowski and M. Markiewicz, Against (unitary) interpretation (of quantum mechanics): removing the metaphysical load (2024), 2409.17061, URL https://arxiv.org/abs/2409.17061

  96. [108]

    Bohr Brask, G

    J. Bohr Brask, G. Haack, N. Brunner, and M. Huber, New Journal of Physics 17, 113029 (2015), ISSN 1367-2630, URL http://dx.doi.org/10.1088/1367-2630/17/11/113029

  97. [109]

    M. P. Woods, R. Silva, and J. Oppenheim, Annales Henri Poincar´ e 20, 125–218 (2018), ISSN 1424-0661, URL http: //dx.doi.org/10.1007/s00023-018-0736-9

  98. [110]

    Horodecki, C

    K. Horodecki, C. Srivastava, L. Sikorski, and S. Das, In preparation (2025)

Pith tools

Reviewed August 6, 2026 · model on record in the stance chip above.