Maximal work extraction unitarily from an unknown quantum state: Ergotropy estimation via feedback experiments
- URL: http://arxiv.org/abs/2409.04087v2
- Date: Tue, 8 Oct 2024 08:32:27 GMT
- Title: Maximal work extraction unitarily from an unknown quantum state: Ergotropy estimation via feedback experiments
- Abstract summary: We propose and experimentally demonstrate a feedback-based algorithm (FQErgo) for estimating ergotropy.
FQErgo applies drive fields whose strengths are iteratively adjusted via certain expectation values, conveniently read using a single probe qubit.
By numerically analyzing FQErgo on random initial states, we confirm the successful preparation of passive states and estimation of ergotropy.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Considering the emerging applications of quantum technologies, studying energy storage and usage at the quantum level is of great interest. In this context, there is a significant contemporary interest in studying ergotropy, the maximum amount of work that can be extracted unitarily from an energy-storing quantum device. Here, we propose and experimentally demonstrate a feedback-based algorithm (FQErgo) for estimating ergotropy. This method also transforms an arbitrary initial state to its passive state, which allows no further unitary work extraction. FQErgo applies drive fields whose strengths are iteratively adjusted via certain expectation values, conveniently read using a single probe qubit. Thus, FQErgo provides a practical way for unitary energy extraction and for preparing passive states. By numerically analyzing FQErgo on random initial states, we confirm the successful preparation of passive states and estimation of ergotropy, even in the presence of drive errors. Finally, we implement FQErgo on two- and three-qubit NMR registers, prepare their passive states, and accurately estimate their ergotropy.
Related papers
- Quantum work extraction from partial information and with finite resources [0.0]
In quantum mechanics information about a state must be inferred statistically from measurements on a finite number of copies.<n>We study work extraction in this finite-resource setting by introducing a partial-information and finite-resources quantum Maxwell's demon.
arXiv Detail & Related papers (2026-08-29T18:28:39Z) - Certifying ergotropy under partial information [0.0]
Ergotropy, the maximum work extractable from a quantum system, is a central resource in quantum physics.<n>Here we introduce a general certification framework that lower bounds ergotropy using only the expectation values of a limited set of arbitrary observables.<n>We benchmark our approach on both synthetic data and experimental measurements from an IBM quantum processor.
arXiv Detail & Related papers (2026-03-19T12:24:31Z) - Active Sampling Sample-based Quantum Diagonalization from Finite-Shot Measurements [0.0]
Near-term quantum devices provide only finite-shot measurements and prepare imperfect, contaminated states.<n>This motivates algorithms that convert samples into reliable low-energy estimates without full tomography or exhaustive measurements.<n>We propose Active Sampling Sample-based Quantum Diagonalization (AS-SQD), framing SQD as an active learning problem.
arXiv Detail & Related papers (2026-03-13T19:17:33Z) - Grassmann Variational Monte Carlo with neural wave functions [45.935798913942904]
We formalize the framework introduced by Pfau et al.citepfau2024accurate in terms of Grassmann geometry of the Hilbert space.<n>We validate our approach on the Heisenberg quantum spin model on the square lattice, achieving highly accurate energies and physical observables for a large number of excited states.
arXiv Detail & Related papers (2025-07-14T13:53:13Z) - Daemonic ergotropy of Gaussian quantum states and the role of measurement-induced purification via general-dyne detection [0.0]
In quantum systems, the maximum work extractable via unitary operations is referred to as daemonic ergotropy.<n>We show that for single-mode Gaussian states, the ergotropy depends solely on the state's energy and purity.
arXiv Detail & Related papers (2025-06-27T15:02:14Z) - Experimental Extraction of Coherent Ergotropy and Its Energetic Cost in a Superconducting Qubit [13.370677452632352]
We experimentally investigate the role of initial-state coherence in work extraction from a superconducting transmon qubit.<n>We find that the choice of initial state depends on the dominant decoherence channel-energy relaxation or dephasing.<n>These results establish initial-state design as a practical and scalable approach to coherence control, offering guidance for the development of efficient quantum thermodynamic devices.
arXiv Detail & Related papers (2025-06-20T10:05:48Z) - Universal work extraction in quantum thermodynamics [0.0]
evaluating the maximum amount of work extractable from a nanoscale quantum system is one of the central problems in quantum thermodynamics.
Previous works identified the free energy of the input state as the optimal rate of extractable work under the crucial assumption: experimenters know the description of the given quantum state.
Here, we show that this optimal extractable work can be achieved without knowing the input states at all, removing the fundamental operational restrictions.
arXiv Detail & Related papers (2025-04-16T18:00:00Z) - Experimental simulation of daemonic work extraction in open quantum batteries on a digital quantum computer [0.0]
We show how to implement the corresponding dynamics as a quantum circuit, including the final conditional feedback unitary evolution.
We experimentally simulate the work extraction protocol showing how the obtained experimental values of the daemonic extracted work are close to their theoretical upper bound quantified by the so-called daemonic ergotropy.
arXiv Detail & Related papers (2024-10-21T22:56:24Z) - Thermalization and Criticality on an Analog-Digital Quantum Simulator [133.58336306417294]
We present a quantum simulator comprising 69 superconducting qubits which supports both universal quantum gates and high-fidelity analog evolution.
We observe signatures of the classical Kosterlitz-Thouless phase transition, as well as strong deviations from Kibble-Zurek scaling predictions.
We digitally prepare the system in pairwise-entangled dimer states and image the transport of energy and vorticity during thermalization.
arXiv Detail & Related papers (2024-05-27T17:40:39Z) - Variational Gibbs State Preparation on NISQ devices [1.6600832946471173]
We propose a variational quantum algorithm (VQA) to prepare Gibbs states of a quantum many-body system.
The novelty of our VQA consists in implementing a parameterized quantum circuit acting on two distinct, yet connected, quantum registers.
We benchmark our VQA by preparing Gibbs states of the transverse field Ising and Heisenberg XXZ models and achieve remarkably high fidelities.
arXiv Detail & Related papers (2023-03-20T17:09:34Z) - Daemonic ergotropy in continuously-monitored open quantum batteries [0.0]
daemonic ergotropy is introduced to properly describe and quantify this work extraction enhancement in the quantum regime.
We show that the corresponding daemonic ergotropy takes values between the ergotropy and the energy of the corresponding unconditional state.
The upper bound is achieved by assuming an initial pure state and a perfectly efficient projective measurement on the environment.
arXiv Detail & Related papers (2023-02-23T19:04:47Z) - Sparse random Hamiltonians are quantumly easy [105.6788971265845]
A candidate application for quantum computers is to simulate the low-temperature properties of quantum systems.
This paper shows that, for most random Hamiltonians, the maximally mixed state is a sufficiently good trial state.
Phase estimation efficiently prepares states with energy arbitrarily close to the ground energy.
arXiv Detail & Related papers (2023-02-07T10:57:36Z) - Quantum Simulation of Preferred Tautomeric State Prediction [9.52571197166768]
A more accurate estimation of the stable tautomeric form can be achieved by quantum chemistry calculations.
We propose a hybrid quantum chemistry-quantum computation workflow to efficiently predict the dominant tautomeric form.
arXiv Detail & Related papers (2022-10-06T15:06:44Z) - Work extraction from unknown quantum sources [0.0]
In quantum physics, ergotropy measures the amount of work extractable under cyclic Hamiltonian control.
Here, we derive a new notion of ergotropy applicable when nothing is known about the quantum states produced by the source.
We find that in this case the extracted work is defined by the Boltzmann and observational entropy, in cases where the measurement outcomes are, or are not, used in the work extraction.
arXiv Detail & Related papers (2022-09-22T15:07:04Z) - Probing finite-temperature observables in quantum simulators of spin
systems with short-time dynamics [62.997667081978825]
We show how finite-temperature observables can be obtained with an algorithm motivated from the Jarzynski equality.
We show that a finite temperature phase transition in the long-range transverse field Ising model can be characterized in trapped ion quantum simulators.
arXiv Detail & Related papers (2022-06-03T18:00:02Z) - Probabilistic imaginary-time evolution by using forward and backward
real-time evolution with a single ancilla: first-quantized eigensolver of
quantum chemistry for ground states [0.0]
Imaginary-time evolution (ITE) on a quantum computer is a promising formalism for obtaining the ground state of a quantum system.
We propose a new approach of PITE which requires only a single ancillary qubit.
We discuss the application of our approach to quantum chemistry by focusing on the scaling of computational cost.
arXiv Detail & Related papers (2021-11-24T12:54:27Z) - Exergy of passive states: Waste energy after ergotropy extraction [0.0]
We show that some amount of energy can be lost when we extract ergotropy from a quantum system and quantified by the exergy of passive states.
Our study opens the perspective for new advances in open system quantum batteries.
arXiv Detail & Related papers (2021-07-05T07:24:33Z) - Computing molecular excited states on a D-Wave quantum annealer [52.5289706853773]
We demonstrate the use of a D-Wave quantum annealer for the calculation of excited electronic states of molecular systems.
These simulations play an important role in a number of areas, such as photovoltaics, semiconductor technology and nanoscience.
arXiv Detail & Related papers (2021-07-01T01:02:17Z) - Benchmarking adaptive variational quantum eigensolvers [63.277656713454284]
We benchmark the accuracy of VQE and ADAPT-VQE to calculate the electronic ground states and potential energy curves.
We find both methods provide good estimates of the energy and ground state.
gradient-based optimization is more economical and delivers superior performance than analogous simulations carried out with gradient-frees.
arXiv Detail & Related papers (2020-11-02T19:52:04Z) - Probing eigenstate thermalization in quantum simulators via
fluctuation-dissipation relations [77.34726150561087]
The eigenstate thermalization hypothesis (ETH) offers a universal mechanism for the approach to equilibrium of closed quantum many-body systems.
Here, we propose a theory-independent route to probe the full ETH in quantum simulators by observing the emergence of fluctuation-dissipation relations.
Our work presents a theory-independent way to characterize thermalization in quantum simulators and paves the way to quantum simulate condensed matter pump-probe experiments.
arXiv Detail & Related papers (2020-07-20T18:00:02Z) - Simulation of Thermal Relaxation in Spin Chemistry Systems on a Quantum
Computer Using Inherent Qubit Decoherence [53.20999552522241]
We seek to take advantage of qubit decoherence as a resource in simulating the behavior of real world quantum systems.
We present three methods for implementing the thermal relaxation.
We find excellent agreement between our results, experimental data, and the theoretical prediction.
arXiv Detail & Related papers (2020-01-03T11:48:11Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.