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arXiv:2610.40638

Entanglement diagnostics of stochastic-resetting steady states: theory and measurement on superconducting qubits

Jakob Murauer, Sabine Tornow, Manas Kulkarni, Eli Barkai, Satya N. Majumdar, Monalisa Singh Roy

quant-phcond-mat.stat-mechcond-mat.str-elSubmitted Oct 29, 2026• Announced Oct 30, 2026• 0 citations
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Abstract

Stochastic resetting drives quantum systems into nonequilibrium stationary states unreachable under uninterrupted unitary evolution, and their entanglement depends on whether the reset history is resolved or averaged over. We study this interplay in the transverse-field Ising chain, deriving closed-form results for two qubits and evaluating chains of up to 12 qubits exactly. In the two-qubit system, these closed-form results show that phase matching between energy eigenstates produces resonances, and their visibility in the stationary state is determined by the symmetry of the reset state. Measurements on an IBM superconducting processor show the entropies evaluated before and after the reset average closely following noiseless predictions with no fitted parameter, while concurrence lies below prediction across most of the hardware measurements. The two diagnostics respond differently because they read different components of the same reconstructed state, and a depolarizing model captures the concurrence suppression with one fitted parameter. The difference between the two entropies, i. e., the Jensen gap of entanglement entropy, equals the Holevo information that a subsystem retains about the time since the last reset. With a Bell-state reset, this information grows with chain length across a half-chain cut over the sizes studied, without visible saturation at the smaller reset probabilities. Since reset times are sampled and recorded classically, the trajectory-averaged entropy, and with it the Jensen gap, is obtained without postselection, in contrast to monitored circuits, where trajectory-resolved entanglement requires sampling exponentially rare measurement records.

AI Summary

The paper asks how stochastic resetting distinguishes entanglement in individual realizations from entanglement and mixedness in the stationary ensemble. It studies the transverse-field Ising model with global resets to a product or Bell-pair state, using analytic two-qubit calculations, exact state-vector evolution up to $N=12$, and two-qubit tomography on an IBM superconducting processor. For reset probability $p$, the stationary ensemble has geometric age weights $p(1-p)^m$. Energy-basis coherences survive averaging unchanged when $(E_i-E_j)T\in2\pi\mathbb Z$, provided the reset state overlaps both eigenstates. Two-qubit parity and overlap selection rules determine which resonances appear. Trajectory-averaged entropy can additionally resolve periodic trajectory patterns absent from averaged-state diagnostics. The difference $\Delta S_A=S(\bar\rho_A)-\sum_m p(1-p)^mS[\rho_A(m)]$ equals the Holevo information about time since the last reset retained by subsystem $A$, with $\Delta S_A\leq\min\{|A|,h(p)/p\}$. Half-chain gaps grow over the studied sizes for tiled-Bell resets, reaching $2.55$ bits; the size-independent age-entropy bound precludes indefinite extensive growth. Classically recorded reset ages permit age-resolved tomography without postselection, but require additional statistics. Hardware entropies closely follow noiseless predictions, whereas concurrence is generally suppressed. A single-parameter local depolarizing model fits the $p=0.05$ concurrence data with strength $1.56\times10^{-3}$ per step and RMS deviation $0.010$. Limitations include unresolved asymptotic size dependence, hardware measurements restricted to two qubits, and a phenomenological noise model without a fitted-parameter uncertainty. Reduced-state entropy ceases to quantify trajectory entanglement under noise; no measurement-induced transition is established.

Some signs of AI-generated textIncremental

Error found: The abstract overgeneralizes the postselection difficulty of generic monitored-trajectory reconstruction into an unrestricted claim that trajectory-resolved entanglement in monitored circuits requires exponentially rare measurement records. The claim that the chain evaluation is exact to machine precision is inconsistent with its stated geometric-series cutoff, which leaves omitted probability weight of approximately 3.5×10^-5 at p = 0.05.

Written by gpt-6.1-sol from the paper's full text. Automated: it can be wrong.

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21 pages (including appendices), 7 figures

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Stochastic resetting drives quantum systems into nonequilibrium stationary states unreachable under uninterrupted unitary evolution, and their entanglement depends on whether the reset history is resolved or averaged over. We study this interplay in the transverse-field Ising chain, deriving closed-form results for two qubits and evaluating chains of up to 12 qubits exactly. In the two-qubit system, these closed-form results show that phase matching between energy eigenstates produces resonances, and their visibility in the stationary state is determined by the symmetry of the reset state. Measurements on an IBM superconducting processor show the entropies evaluated before and after the reset average closely following noiseless predictions with no fitted parameter, while concurrence lies below prediction across most of the hardware measurements. The two diagnostics respond differently because they read different components of the same reconstructed state, and a depolarizing model captures the concurrence suppression with one fitted parameter. The difference between the two entropies, i. e., the Jensen gap of entanglement entropy, equals the Holevo information that a subsystem retains about the time since the last reset. With a Bell-state reset, this information grows with chain length across a half-chain cut over the sizes studied, without visible saturation at the smaller reset probabilities. Since reset times are sampled and recorded classically, the trajectory-averaged entropy, and with it the Jensen gap, is obtained without postselection, in contrast to monitored circuits, where trajectory-resolved entanglement requires sampling exponentially rare measurement records.
The paper asks how stochastic resetting distinguishes entanglement in individual realizations from entanglement and mixedness in the stationary ensemble. It studies the transverse-field Ising model with global resets to a product or Bell-pair state, using analytic two-qubit calculations, exact state-vector evolution up to N=12N=12N=12, and two-qubit tomography on an IBM superconducting processor.
For reset probability ppp, the stationary ensemble has geometric age weights p(1−p)mp(1-p)^mp(1−p)m. Energy-basis coherences survive averaging unchanged when (Ei−Ej)T∈2πZ(E_i-E_j)T\in2\pi\mathbb Z(Ei​−Ej​)T∈2πZ, provided the reset state overlaps both eigenstates. Two-qubit parity and overlap selection rules determine which resonances appear. Trajectory-averaged entropy can additionally resolve periodic trajectory patterns absent from averaged-state diagnostics.
The difference ΔSA=S(ρˉA)−∑mp(1−p)mS[ρA(m)]\Delta S_A=S(\bar\rho_A)-\sum_m p(1-p)^mS[\rho_A(m)]ΔSA​=S(ρˉ​A​)−∑m​p(1−p)mS[ρA​(m)] equals the Holevo information about time since the last reset retained by subsystem AAA, with ΔSA≤min⁡{∣A∣,h(p)/p}\Delta S_A\leq\min\{|A|,h(p)/p\}ΔSA​≤min{∣A∣,h(p)/p}. Half-chain gaps grow over the studied sizes for tiled-Bell resets, reaching 2.552.552.55 bits; the size-independent age-entropy bound precludes indefinite extensive growth. Classically recorded reset ages permit age-resolved tomography without postselection, but require additional statistics.
Hardware entropies closely follow noiseless predictions, whereas concurrence is generally suppressed. A single-parameter local depolarizing model fits the p=0.05p=0.05p=0.05 concurrence data with strength 1.56×10−31.56\times10^{-3}1.56×10−3 per step and RMS deviation 0.0100.0100.010.
Limitations include unresolved asymptotic size dependence, hardware measurements restricted to two qubits, and a phenomenological noise model without a fitted-parameter uncertainty. Reduced-state entropy ceases to quantify trajectory entanglement under noise; no measurement-induced transition is established.
We consider a closed quantum system subjected to stochastic Poissonian resetting with rate rrr to its initial state. Resetting drives the system to a nonequilibrium stationary state (NESS) with a mixed density matrix which has both classical and quantum correlations. We provide a general framework to study these NESS correlations for a closed quantum system with a general Hamiltonian HHH. We then apply this framework to a simple model of a pair of ferromagnetically coupled spins, starting from state $\ensuremath{\mid}\ensuremath{\downarrow}\ensuremath{\downarrow}\ensuremath{\rangle}$ and resetting to the same state with rate rrr. We compute exactly the NESS density matrix of the full system. This then provides access to three basic observables, namely, (i) the von Neumann entropy of a subsystem, (ii) the fidelity between the NESS and the initial density matrix, and (iii) the concurrence in the NESS (that provides a measure of the quantum entanglement in a mixed state), as a function of the two parameters: the resetting rate and the interaction strength. One of our main conclusions is that a nonzero resetting rate and a nonzero interaction strength generate quantum entanglement in the NESS (quantified by a nonzero concurrence) and moreover this concurrence can be maximized by appropriately choosing the two parameters. Our results show that quantum resetting provides a simple and effective mechanism to enhance entanglement between two parts of an interacting quantum system.
Stochastic resetting has emerged as a versatile protocol to drive quantum many-body systems to non-equilibrium steady states by interspersing unitary dynamics with measurements and resets at random times. In spite of this, a quantum hardware validation of such non-equilibrium steady states is still missing. Here, we achieve this goal by first formulating a noisy discrete-time theory where unitary gates alternate with noisy mid-circuit projective measurements and conditional resets. This noisy conditional resetting theory is then demonstrated on a superconducting quantum processor for up to N=7N=7N=7 qubits. We consider, as a paradigmatic case, the unitary dynamics of the interacting Floquet transverse-field Ising model. The stationary state of the noisy conditional resetting agrees quantitatively with the experiments, and it shows crossover behavior related to the equilibrium quantum phase transition of the model. Our results might thus pave the way for the preparation of collective stationary states on noisy quantum devices and for further developments of quantum algorithms involving mid-circuit measurements.
We consider closed quantum many-body systems subject to stochastic resetting. This means that their unitary time evolution is interrupted by resets at randomly selected times. When a reset takes place, the system is reinitialized to a state chosen from a set of reset states conditionally on the outcome of a measurement taken immediately before resetting. We construct analytically the resulting nonequilibrium stationary state, thereby establishing an explicit connection between quantum quenches in closed systems and the emergent open system dynamics induced by stochastic resetting. We discuss as an application the paradigmatic transverse-field quantum Ising chain. We show that signatures of its ground-state quantum phase transition are visible in the steady state of the reset dynamics as a sharp crossover. Our findings show that a controlled stochastic resetting dynamics allows one to design nonequilibrium stationary states of quantum many-body systems, where uncontrolled dissipation and heating can be prevented. These states can thus be created on demand and exploited, e.g., as a resource for quantum enhanced sensing on quantum simulator platforms.
Time evolution in several classes of quantum devices is generated through the application of quantum gates. Resetting is a critical technological feature in these systems allowing for mid-circuit measurement and complete or partial qubit reset. The possibility of realizing discrete-time reset dynamics on quantum computers makes it important to investigate the steady-state properties of such dynamics. Here, we explore the behavior of generic discrete-time unitary dynamics interspersed by random reset events. For Poissonian resets, we compute the stationary state of the process and demonstrate, by taking a weak-reset limit, the existence of "resonances" in the quantum gates, allowing for the emergence of steady state density matrices which are not diagonal in the eigenbasis of the generator of the unitary gate. Such resonances are a genuine discrete-time feature and impact on quantum and classical correlations even beyond the weak-reset limit. Furthermore, we consider non-Poissonian reset processes and explore conditions for the existence of a steady state. We show that, when the reset probability vanishes sufficiently rapidly with time, the system does not approach a steady state. Our results highlight key differences between continuous-time and discrete-time stochastic resetting and may be useful to engineer states with controllable correlations on existing devices.
Quantum entanglement is a cornerstone of quantum technologies, but its susceptibility to environmental noise hinders practical implementations. This study investigates the entanglement dynamics in a two-qubit system governed by a transverse-field Ising Hamiltonian and exposed to local amplitude decoherence via the Lindblad master equation. Beginning with a maximally entangled Bell state, we numerically integrate the density matrix evolution using QuTiP. Entanglement, measured by concurrence, displays oscillatory decay influenced by the coupling J, transverse field B, and decoherence rate γ. Analytical benchmarks, including the unitary limit C(t) ≈ |cos(2Bt)| and non-interacting limit C(t) =ⅇ−2γt, corroborate the simulations. Scans across J/γ reveal that for |J|/γ > 1, entanglement lifetime (time until C < 0.5) can extend by factors of 2–10 relative to weak coupling cases, attributed to interaction-induced level splitting that mitigates damping. Bloch vectors exhibit spiraling contraction in the x-z plane toward the excited state pole, while von Neumann entropy rises in tandem with disentanglement, underscoring decoherence-driven mixing. Local observables such as 〈σ_z〉 oscillate amid relaxation to near-zero equilibrium. At finite temperature (T = 10 mK, n_th = 0.01), lifetime shortens by ~10–20% due to thermal excitations. Anchored in parameters from IBM Eagle and Google Sycamore processors, these results elucidate interaction's protective role against decoherence, offering design guidelines for resilient superconducting qubits in quantum computing and sensing. This work resolves prior inconsistencies in interaction-damping interplay and proposes testable conjectures for entanglement plateaus at specific J/γ ratios.
Abstract We study the evolution of a two-state system that is monitored continuously but with interactions with the detector tuned so as to avoid the Zeno affect. The system is allowed to interact with a sequence of prepared probes. The post-interaction probe states are measured and this leads to a stochastic evolution of the system’s state vector, which can be described by a single angle variable. The system’s effective evolution consists of a deterministic drift and a stochastic resetting to a fixed state at a rate that depends on the instantaneous state vector. The detector readout is a counting process. We obtain analytic results for the distribution of number of detector events and the time-evolution of the probability distribution. Earlier work on this model found transitions in the form of the steady state on increasing the measurement rate. Here we study transitions seen in the dynamics. As a spin-off we obtain, for a general stochastic resetting process with diffusion, drift and position dependent jump rates, an exact and general solution for the evolution of the probability distribution.