Loschmidt echo, emerging dual unitarity and scaling of generalized temporal entropies after quenches to the critical point
- URL: http://arxiv.org/abs/2405.14706v3
- Date: Thu, 09 Jan 2025 08:40:06 GMT
- Title: Loschmidt echo, emerging dual unitarity and scaling of generalized temporal entropies after quenches to the critical point
- Authors: Stefano Carignano, Luca Tagliacozzo,
- Abstract summary: We show how the Loschmidt echo of a product state after a quench can be predicted by using conformal field theories.<n>We are also able to predict and confirm an emerging dual-unitarity of the evolution at late times.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: We show how the Loschmidt echo of a product state after a quench to a conformal invariant critical point and its leading finite time corrections can be predicted by using conformal field theories (CFT). We check such predictions with tensor networks, finding excellent agreement. As a result, we can use the Loschmidt echo to extract the universal information of the underlying CFT including the central charge, the operator content, and its generalized temporal entropies. We are also able to predict and confirm an emerging dual-unitarity of the evolution at late times, since the spatial transfer matrix operator that evolves the system in space becomes unitary in such limit. Our results on the growth of temporal entropies also imply that, using state-of-the art tensor networks algorithms, such calculations only require resources that increase polynomially with the duration of the quench, thus providing an example of numerically efficiently solvable out-of-equilibrium scenario.
Related papers
- KPZ scaling from the Krylov space [83.88591755871734]
Recently, a superdiffusion exhibiting the Kardar-Parisi-Zhang scaling in late-time correlators and autocorrelators has been reported.
Inspired by these results, we explore the KPZ scaling in correlation functions using their realization in the Krylov operator basis.
arXiv Detail & Related papers (2024-06-04T20:57:59Z) - Thermodynamic phases in first detected return times of quantum many-body systems [0.0]
We study the probability distribution of the first return time to the initial state of a quantum many-body system.
We show that this distribution can be mapped to a continuation of the canonical partition function of a classical spin chain.
arXiv Detail & Related papers (2023-11-09T18:47:07Z) - Real-time dynamics of false vacuum decay [49.1574468325115]
We investigate false vacuum decay of a relativistic scalar field in the metastable minimum of an asymmetric double-well potential.
We employ the non-perturbative framework of the two-particle irreducible (2PI) quantum effective action at next-to-leading order in a large-N expansion.
arXiv Detail & Related papers (2023-10-06T12:44:48Z) - Temporal fluctuations of correlators in integrable and chaotic quantum
systems [0.0]
We provide bounds on temporal fluctuations around the infinite-time average of out-of-time-ordered and time-ordered correlators of many-body quantum systems without energy gap degeneracies.
For physical initial states, our bounds predict the exponential decay of the temporal fluctuations as a function of the system size.
arXiv Detail & Related papers (2023-07-17T12:35:38Z) - Machine learning in and out of equilibrium [58.88325379746631]
Our study uses a Fokker-Planck approach, adapted from statistical physics, to explore these parallels.
We focus in particular on the stationary state of the system in the long-time limit, which in conventional SGD is out of equilibrium.
We propose a new variation of Langevin dynamics (SGLD) that harnesses without replacement minibatching.
arXiv Detail & Related papers (2023-06-06T09:12:49Z) - Understanding the Generalization Ability of Deep Learning Algorithms: A
Kernelized Renyi's Entropy Perspective [11.255943520955764]
We propose a novel information theoretical measure: kernelized Renyi's entropy.
We establish the generalization error bounds for gradient/Langevin descent (SGD/SGLD) learning algorithms under kernelized Renyi's entropy.
We show that our information-theoretical bounds depend on the statistics of the gradients, and are rigorously tighter than the current state-of-the-art (SOTA) results.
arXiv Detail & Related papers (2023-05-02T01:17:15Z) - Timelike entanglement entropy [0.880802134366532]
We define a new complex-valued measure of information called the timelike entanglement entropy (EE)
For holographic systems we define the timelike EE as the total valued area of a particular stationary combination of both space and timelike surfaces.
arXiv Detail & Related papers (2023-02-22T23:16:41Z) - Dynamical singularity of the rate function for quench dynamics in
finite-size quantum systems [1.2514666672776884]
We study the realization of the dynamical singularity of the rate function for finite-size systems under the twist boundary condition.
We show that exact zeros of the Loschmidt echo can be always achieved when the postquench parameter is across the underlying equilibrium phase transition point.
arXiv Detail & Related papers (2022-11-06T14:35:57Z) - Convex Analysis of the Mean Field Langevin Dynamics [49.66486092259375]
convergence rate analysis of the mean field Langevin dynamics is presented.
$p_q$ associated with the dynamics allows us to develop a convergence theory parallel to classical results in convex optimization.
arXiv Detail & Related papers (2022-01-25T17:13:56Z) - Fast Thermalization from the Eigenstate Thermalization Hypothesis [69.68937033275746]
Eigenstate Thermalization Hypothesis (ETH) has played a major role in understanding thermodynamic phenomena in closed quantum systems.
This paper establishes a rigorous link between ETH and fast thermalization to the global Gibbs state.
Our results explain finite-time thermalization in chaotic open quantum systems.
arXiv Detail & Related papers (2021-12-14T18:48:31Z) - Detecting quantum phase transitions in the quasi-stationary regime of
Ising chains [0.15749416770494704]
We show the potential of single-site observables as probes of quantum phase transitions in integrable and nonintegrable transverse-field Ising chains.
We analytically prove the requirement of zero modes for a quasi-stationary temporal regime to emerge at a bulk probe site.
We find that both finite-size and finite-time analyses suggest a dynamical critical point for a strongly nonintegrable and locally connected TFIC.
arXiv Detail & Related papers (2021-10-06T18:11:37Z) - The edge of chaos: quantum field theory and deep neural networks [0.0]
We explicitly construct the quantum field theory corresponding to a general class of deep neural networks.
We compute the loop corrections to the correlation function in a perturbative expansion in the ratio of depth $T$ to width $N$.
Our analysis provides a first-principles approach to the rapidly emerging NN-QFT correspondence, and opens several interesting avenues to the study of criticality in deep neural networks.
arXiv Detail & Related papers (2021-09-27T18:00:00Z) - Out-of-time-order correlations and the fine structure of eigenstate
thermalisation [58.720142291102135]
Out-of-time-orderors (OTOCs) have become established as a tool to characterise quantum information dynamics and thermalisation.
We show explicitly that the OTOC is indeed a precise tool to explore the fine details of the Eigenstate Thermalisation Hypothesis (ETH)
We provide an estimation of the finite-size scaling of $omega_textrmGOE$ for the general class of observables composed of sums of local operators in the infinite-temperature regime.
arXiv Detail & Related papers (2021-03-01T17:51:46Z) - Continuous-time dynamics and error scaling of noisy highly-entangling
quantum circuits [58.720142291102135]
We simulate a noisy quantum Fourier transform processor with up to 21 qubits.
We take into account microscopic dissipative processes rather than relying on digital error models.
We show that depending on the dissipative mechanisms at play, the choice of input state has a strong impact on the performance of the quantum algorithm.
arXiv Detail & Related papers (2021-02-08T14:55:44Z) - Multi-time correlations in the positive-P, Q, and doubled phase-space
representations [0.0]
It is shown that expressions for time-ordered normal-ordered quantum observables in the positive-P distribution replace Heisenberg operators with the bare time-dependent variables.
The theory of multi-time observables in phase-space representations is extended, allowing non-perturbative treatment of many cases.
arXiv Detail & Related papers (2020-11-19T21:17:31Z) - 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) - Tensor network models of AdS/qCFT [69.6561021616688]
We introduce the notion of a quasiperiodic conformal field theory (qCFT)
We show that qCFT can be best understood as belonging to a paradigm of discrete holography.
arXiv Detail & Related papers (2020-04-08T18:00:05Z)
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.