Evaluating many-body stabilizer Rényi entropy by sampling reduced Pauli strings: singularities, volume law, and nonlocal magic
- URL: http://arxiv.org/abs/2501.12146v2
- Date: Tue, 18 Feb 2025 11:01:14 GMT
- Title: Evaluating many-body stabilizer Rényi entropy by sampling reduced Pauli strings: singularities, volume law, and nonlocal magic
- Authors: Yi-Ming Ding, Zhe Wang, Zheng Yan,
- Abstract summary: We present a novel quantum Monte Carlo method for evaluating the $alpha$-stabilizer R'enyi entropy (SRE) for any integer $alphage 2$.
By interpreting $alpha$-SRE as partition function ratios, we eliminate the sign problem in the imaginary-time path integral.
This work provides a powerful tool for exploring the roles of magic in large-scale many-body systems.
- Score: 6.319414487062288
- License:
- Abstract: We present a novel quantum Monte Carlo method for evaluating the $\alpha$-stabilizer R\'enyi entropy (SRE) for any integer $\alpha\ge 2$. By interpreting $\alpha$-SRE as partition function ratios, we eliminate the sign problem in the imaginary-time path integral by sampling reduced Pauli strings within a reduced configuration space, which enables efficient classical computations of $\alpha$-SRE and its derivatives to explore magic in previously inaccessible 2D/higher-dimensional systems. Physically, we first separate the free energy contribution in $2$-SRE. At quantum critical points in 1D/2D transverse field Ising (TFI) models, we reveal nontrivial singularities associated with the characteristic function contribution, directly tied to magic. Their interplay leads to complicated behaviors of $2$-SRE, avoiding extrema at critical points generally. In contrast, by analyzing the volume-law correction of magic, which represents nonlocal magic residing in correlations, we find that its discontinuity is bound to critical properties and would be more useful than the full-state magic. Finally, we verify that $2$-SRE fails to characterize magic in mixed states (e.g. Gibbs states), yielding nonphysical results. This work provides a powerful tool for exploring the roles of magic in large-scale many-body systems, and reveals intrinsic relation between magic and many-body physics.
Related papers
- Non-stabilizerness of Neural Quantum States [41.94295877935867]
We introduce a methodology to estimate non-stabilizerness or "magic", a key resource for quantum complexity, with Neural Quantum States (NQS)
We study the magic content in an ensemble of random NQS, demonstrating that neural network parametrizations of the wave function capture finite non-stabilizerness besides large entanglement.
arXiv Detail & Related papers (2025-02-13T19:14:15Z) - Independent stabilizer Rényi entropy and entanglement fluctuations in random unitary circuits [1.2815904071470707]
We investigate numerically the joint distribution of magic ($M$) and entanglement ($S$) in $N$-qubit Haar-random quantum states.
The distribution $P_N(M,S)$ as well as the marginals become exponentially localized.
Although exponentially many states with magic $M=0$ and entropy $Sapprox S_textHaar$ exist, they represent an exponentially small fraction compared to typical quantum states.
arXiv Detail & Related papers (2025-01-20T13:39:28Z) - Spectral Properties Versus Magic Generation in $T$-doped Random Clifford Circuits [1.1517315048749441]
We study the emergence of complexity in deep random $N$--qubit $T$gate doped Clifford circuits.
For pure (undoped) Clifford circuits, a unique periodic orbit structure in the space of Pauli strings implies peculiar spectral correlations and level statistics with large degeneracies.
arXiv Detail & Related papers (2024-12-20T14:04:51Z) - Near-Optimal Dynamic Regret for Adversarial Linear Mixture MDPs [63.47351876442425]
We study episodic linear mixture MDPs with the unknown transition and adversarial rewards under full-information feedback.
We propose a novel algorithm that combines the benefits of two popular methods: occupancy-measure-based and policy-based.
Our algorithm enjoys an $widetildemathcalO(d sqrtH3 K + sqrtHK(H + barP_K$)$ dynamic regret, where $d$ is the feature dimension.
arXiv Detail & Related papers (2024-11-05T13:55:52Z) - Probing quantum complexity via universal saturation of stabilizer entropies [0.0]
Nonstabilizerness or magic' is a key resource for quantum computing.
We show that stabilizer R'enyi entropies (SREs) saturate their maximum value at a critical number of non-Clifford operations.
arXiv Detail & Related papers (2024-06-06T15:46:35Z) - Non-stabilizerness versus entanglement in matrix product states [0.0]
We investigate the relationship between entanglement and non-stabilizerness (also known as magic) in matrix product states (MPSs)
We show how Pauli-Markov chains resets the state of the art in terms of computing mutual information for MPS.
arXiv Detail & Related papers (2024-04-29T15:03:40Z) - Geometry of degenerate quantum states, configurations of $m$-planes and invariants on complex Grassmannians [55.2480439325792]
We show how to reduce the geometry of degenerate states to the non-abelian connection $A$.
We find independent invariants associated with each triple of subspaces.
Some of them generalize the Berry-Pancharatnam phase, and some do not have analogues for 1-dimensional subspaces.
arXiv Detail & Related papers (2024-04-04T06:39:28Z) - Quantum Magic via Perfect Pauli Sampling of Matrix Product States [0.0]
We consider the recently introduced Stabilizer R'enyi Entropies (SREs)
We show that the exponentially hard evaluation of the SREs can be achieved by means of a simple perfect sampling of the many-body wave function over the Pauli string configurations.
arXiv Detail & Related papers (2023-03-09T19:00:41Z) - Computationally Efficient Approximations for Matrix-based Renyi's
Entropy [33.72108955447222]
Recently developed matrix based Renyi's entropy enables measurement of information in data.
computation of such quantity involves the trace operator on a PSD matrix $G$ to power $alpha$(i.e., $tr(Galpha)$.
We present computationally efficient approximations to this new entropy functional that can reduce its complexity to even significantly less than $O(n2)$.
arXiv Detail & Related papers (2021-12-27T14:59:52Z) - Accelerated Stochastic Gradient-free and Projection-free Methods [37.15461647823691]
We propose an accelerated zeroth-order Frank-Wolfe (Acc-SZOFW) based on a new reduced variance technique of STORM.
To relax the large batches required in the Acc-SZOFW, we further propose a novel accelerated zeroth-order Frank-Wolfe (Acc-SZOFW*) based on a new reduced variance technique of STORM.
arXiv Detail & Related papers (2020-07-16T20:50:15Z) - Anisotropy-mediated reentrant localization [62.997667081978825]
We consider a 2d dipolar system, $d=2$, with the generalized dipole-dipole interaction $sim r-a$, and the power $a$ controlled experimentally in trapped-ion or Rydberg-atom systems.
We show that the spatially homogeneous tilt $beta$ of the dipoles giving rise to the anisotropic dipole exchange leads to the non-trivial reentrant localization beyond the locator expansion.
arXiv Detail & Related papers (2020-01-31T19:00:01Z)
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.