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Dynamical phases in a ``multifractal'' Rosenzweig-Porter model
by I. M. Khaymovich and V. E. Kravtsov
This Submission thread is now published as
Submission summary
| Authors (as registered SciPost users): | Ivan Khaymovich · Vladimir Kravtsov |
| Submission information | |
|---|---|
| Preprint Link: | scipost_202106_00010v1 (pdf) |
| Date accepted: | 2021-08-17 |
| Date submitted: | 2021-06-07 16:15 |
| Submitted by: | Khaymovich, Ivan |
| Submitted to: | SciPost Physics |
| Ontological classification | |
|---|---|
| Academic field: | Physics |
| Specialties: |
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| Approaches: | Theoretical, Computational |
Abstract
We consider the static and the dynamic phases in a Rosenzweig-Porter (RP) random matrix ensemble with a distribution of off-diagonal matrix elements of the form of the large-deviation ansatz. We present a general theory of survival probability in such a random-matrix model and show that the {\it averaged} survival probability may decay with time as a simple exponent, as a stretch-exponent and as a power-law or slower. Correspondingly, we identify the exponential, the stretch-exponential and the frozen-dynamics phases. As an example, we consider the mapping of the Anderson localization model on Random Regular Graph onto the RP model and find exact values of the stretch-exponent $\kappa$ in the thermodynamic limit. As another example we consider the logarithmically-normal RP random matrix ensemble and find analytically its phase diagram and the exponent $\kappa$. Our theory allows to describe analytically the finite-size multifractality and to compute the critical length with the exponent $\nu_{MF}=1$ associated with it.
Published as SciPost Phys. 11, 045 (2021)
Reports on this Submission
Report #2 by Anonymous (Referee 1) on 2021-7-26 (Invited Report)
- Cite as: Anonymous, Report on arXiv:scipost_202106_00010v1, delivered 2021-07-26, doi: 10.21468/SciPost.Report.3295
Strengths
This paper provides a rather detailed treatment of the localization properties of a class of random matrix models. More specifically, the models analysed are Rosenzweig Porter models in which the off-diagonal matrix elements have a broad distribution. The phase diagram for the models is established, both according to static criteria (are eigenstates localized, multifractal, weakly or fully ergodic?) and according to dynamic criteria (how does a wavepacket - initially concentrated on one basis state - spread in time?).
The strengths of the paper are:
1. Explicit and complete results for the Rosenzweig-Porter model with a log-normal distribution of off-diagonal matrix elements, including some finite-size effects.
2. Clear presentation of the background for the work, including an approximate mapping to the RP model from the problem of Anderson localization on random regular graphs.
3. Clear presentation of the essentials of calculations.
Weaknesses
The main weakness of the paper, as I see it, is that the problem treated is a very specialized one.
Report
While the problem treated is, as I have noted, a specialized one, the results are important in relation to an extensive body of past work. This work is concerned with viewing many-body localization in Fock space, making links to Anderson localization on the random regular graph, and with localization of the random regular graph. On those grounds, the paper can be argued to meet the acceptance criteria by "Opening a new pathway in an existing research direction ...".
In my opinion the general acceptance criteria are also met.
Report #1 by Anonymous (Referee 2) on 2021-7-4 (Invited Report)
- Cite as: Anonymous, Report on arXiv:scipost_202106_00010v1, delivered 2021-07-04, doi: 10.21468/SciPost.Report.3179
Report
The authors convincingly argue in the introduction that
the Porter-Rozenzweig type random matrices
with heavy-tail (''multifractal'' or ''large deviation type'')
distributed off-diagonal entries
may serve as a valid model for grasping essential features of
multifractal eigenstates in various regimes/phases
typical for MBL systems.
The most essential new result is a careful dynamical analysis
of survival probability showing that
in a broad region of parameters
the stretch-exponential behavior of such object is generic,
implying subdiffusion. Moreover, the authors
show that there is a genuine (in the thermodynamic limit)
phase transition between phases with exponential and
stretch-exponential decay. In fact dynamical approach
reveals new phases which can not be detected by simply looking at
eigenfunctions in static approach. Thus dynamical phases reflect
effects different from those detected by ergodicity violation criteria.
The analysis is based on carefully explored
Wigner-Weiskopff approximation which allows to take into account
the finite-size effects which turn out to be of crucial importance
for correctly interpreting the earlier numerical results and
resolving the long-standing controversies in a convincing way.
A crucial feature not much discussed before is the revealed existence of a tricritical point. This point seems to be very essential for reliable interpretation of numerics as in its vicinity a new, parametrically different correlation length arises not seen in previous analysis.
In summary, this is a high quality paper of broad interest, well written and nontrivially contributing to a topic of active research interest.
I suggest it is published after the authors consider the minor remarks below.
1) page 13, after eq.(30):
'and unity with a polynomial correction'
Sounds cryptic for me, please reformulate
2) Is (33) a definition of the exponent \Delta?
3) Eq.(34) seems to be the definition of \tau_*,
which should be clearly stated
(mentioned in words in fig 4
but better to repeat it in the text)
4) when discussing the analysis of the Fourier transform (52)-(55) for this class of models I believe it is appropriate to mention the paper
Y.V. Fyodorov and A.D. Mirlin, Phys. Rev. B, vol. 55, R16001 (1997)
where this type of correlator was addressed
for sparse random matrix ensemble closely related to RRG.