First Hitting Times on a Quantum Computer: Tracking vs. Local Monitoring, Topological Effects, and Dark States
- URL: http://arxiv.org/abs/2402.15843v2
- Date: Wed, 10 Apr 2024 07:01:51 GMT
- Title: First Hitting Times on a Quantum Computer: Tracking vs. Local Monitoring, Topological Effects, and Dark States
- Authors: Qingyuan Wang, Silin Ren, Ruoyu Yin, Klaus Ziegler, Eli Barkai, Sabine Tornow,
- Abstract summary: We investigate a quantum walk on a ring represented by a directed triangle graph with complex edge weights.
The first hitting time statistics are recorded using unitary dynamics interspersed stroboscopically by measurements.
We conclude that, for the IBM quantum computer under study, the first hitting times of monitored quantum walks are resilient to noise.
- Score: 1.352425155225249
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: We investigate a quantum walk on a ring represented by a directed triangle graph with complex edge weights and monitored at a constant rate until the quantum walker is detected. To this end, the first hitting time statistics is recorded using unitary dynamics interspersed stroboscopically by measurements, which is implemented on IBM quantum computers with a midcircuit readout option. Unlike classical hitting times, the statistical aspect of the problem depends on the way we construct the measured path, an effect that we quantify experimentally. First, we experimentally verify the theoretical prediction that the mean return time to a target state is quantized, with abrupt discontinuities found for specific sampling times and other control parameters, which has a well-known topological interpretation. Second, depending on the initial state, system parameters, and measurement protocol, the detection probability can be less than one or even zero, which is related to dark-state physics. Both, return-time quantization and the appearance of the dark states are related to degeneracies in the eigenvalues of the unitary time evolution operator. We conclude that, for the IBM quantum computer under study, the first hitting times of monitored quantum walks are resilient to noise. Yet, a finite number of measurements leads to broadening effects, which modify the topological quantization and chiral effects of the asymptotic theory with an infinite number of measurements. Our results point the way for the development of novel quantum walk algorithms that exploit measurement-induced effects on quantum computers.
Related papers
- Quantum data learning for quantum simulations in high-energy physics [55.41644538483948]
We explore the applicability of quantum-data learning to practical problems in high-energy physics.
We make use of ansatz based on quantum convolutional neural networks and numerically show that it is capable of recognizing quantum phases of ground states.
The observation of non-trivial learning properties demonstrated in these benchmarks will motivate further exploration of the quantum-data learning architecture in high-energy physics.
arXiv Detail & Related papers (2023-06-29T18:00:01Z) - Measurement-induced entanglement and teleportation on a noisy quantum
processor [105.44548669906976]
We investigate measurement-induced quantum information phases on up to 70 superconducting qubits.
We use a duality mapping, to avoid mid-circuit measurement and access different manifestations of the underlying phases.
Our work demonstrates an approach to realize measurement-induced physics at scales that are at the limits of current NISQ processors.
arXiv Detail & Related papers (2023-03-08T18:41:53Z) - Universality of critical dynamics with finite entanglement [68.8204255655161]
We study how low-energy dynamics of quantum systems near criticality are modified by finite entanglement.
Our result establishes the precise role played by entanglement in time-dependent critical phenomena.
arXiv Detail & Related papers (2023-01-23T19:23:54Z) - Measurement induced quantum walks on an IBM Quantum Computer [0.0]
We study a quantum walk of a single particle subject to stroboscopic projective measurements on a graph with two sites.
The mean first detected transition and return time are computed on an IBM quantum computer.
arXiv Detail & Related papers (2022-10-18T15:45:24Z) - Anticipative measurements in hybrid quantum-classical computation [68.8204255655161]
We present an approach where the quantum computation is supplemented by a classical result.
Taking advantage of its anticipation also leads to a new type of quantum measurements, which we call anticipative.
In an anticipative quantum measurement the combination of the results from classical and quantum computations happens only in the end.
arXiv Detail & Related papers (2022-09-12T15:47:44Z) - 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) - Quantum simulation of dissipative collective effects on noisy quantum
computers [0.0]
We put forward the first fully quantum simulation of dissipative collective phenomena on a real quantum computer.
The quantum simulation is based on the recently introduced multipartite collision model.
We implement the algorithm on some IBM quantum computers to simulate superradiance and subradiance between a pair of qubits.
arXiv Detail & Related papers (2022-01-27T15:50:58Z) - Measurement induced quantum walks [0.0]
We investigate a quantum walk on a graph with classical and quantum mechanical properties.
For a quantum walk on a line we show that in our system the first detection probability decays classically like $(texttime)-3/2$.
arXiv Detail & Related papers (2021-08-30T08:11:24Z) - Pushing the limits in real-time measurements of quantum dynamics [0.0]
We show that an evaluation scheme based on factorial cumulants can reduce the influence of such errors by orders of magnitude.
The error resilience is supported by a general theory for the detection errors as well as experimental data of single-electron tunnelling through a self-assembled quantum dot.
arXiv Detail & Related papers (2021-06-23T16:21:57Z) - Quantum feedback for measurement and control [0.0]
Experimentally, we show that continuous measurement allows one to observe the dynamics of a system undergoing simultaneous non-commuting measurements.
We combine the theoretical focus on quantum feedback with the experimental capabilities of superconducting circuits to implement a feedback controlled quantum amplifier.
arXiv Detail & Related papers (2020-04-21T06:00:54Z) - Quantum Zeno effect appears in stages [64.41511459132334]
In the quantum Zeno effect, quantum measurements can block the coherent oscillation of a two level system by freezing its state to one of the measurement eigenstates.
We show that the onset of the Zeno regime is marked by a $textitcascade of transitions$ in the system dynamics as the measurement strength is increased.
arXiv Detail & Related papers (2020-03-23T18:17:36Z)
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.