SciPost Submission Page
Exact Spin Correlators of Integrable Quantum Circuits from Algebraic Geometry
by Arthur Hutsalyuk, Yunfeng Jiang, Balazs Pozsgay, Hefeng Xu, Yang Zhang
Submission summary
Authors (as registered SciPost users): | Yunfeng Jiang · Balázs Pozsgay |
Submission information | |
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Preprint Link: | https://arxiv.org/abs/2405.16070v1 (pdf) |
Date submitted: | 2024-06-15 09:57 |
Submitted by: | Jiang, Yunfeng |
Submitted to: | SciPost Physics |
Ontological classification | |
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Academic field: | Physics |
Specialties: |
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Approach: | Theoretical |
Abstract
We calculate the correlation functions of strings of spin operators for integrable quantum circuits exactly. These observables can be used for calibration of quantum simulation platforms. We use algebraic Bethe Ansatz, in combination with computational algebraic geometry to obtain analytic results for medium-size (around 10-20 qubits) quantum circuits. The results are rational functions of the quantum circuit parameters. We obtain analytic results for such correlation functions both in the real space and Fourier space. In the real space, we analyze the short time and long time limit of the correlation functions. In Fourier space, we obtain analytic results in different parameter regimes, which exhibit qualitatively different behaviors. Using these analytic results, one can easily generate numerical data to arbitrary precision.
Author indications on fulfilling journal expectations
- Provide a novel and synergetic link between different research areas.
- Open a new pathway in an existing or a new research direction, with clear potential for multi-pronged follow-up work
- Detail a groundbreaking theoretical/experimental/computational discovery
- Present a breakthrough on a previously-identified and long-standing research stumbling block
Current status:
Reports on this Submission
Report #2 by Jules Lamers (Referee 2) on 2024-10-23 (Invited Report)
Strengths
1. The authors give explicit results for certain correlation functions in integrable brickwork quantum circuits both in real and Fourier space for very small systems. Beyond that, further data is presented in the paper through numerous plots.
2. In real space, the short and long (discrete) time asymptotics are discussed.
Weaknesses
1. It is not quite clear to me what the physical content of the results (expressions and plots) are. Is the claim that these quantities should be particularly simple to compare to quantities measured in experimental platforms? What about the curves of zeroes; are they measurable? Or do they (or at least: are expected to) separate different phases, like for Lee--Yang? Or do the explicit expressions for low N serve more as a proof of concept, to show that the method gives very explicit results, and is the reader supposed to be able to similarly use the method (if they had the author's software package) to compute quantities that they are actually interested in. Similarly, are the values q=2 etc meant to be of particular physical relevance, or at least expected to be easily within the experimentally accessible range, or just for illustrative purposes?
This should be clarified in the introduction, main text, and conclusion.
2. It would be very helpful if the gap between the (somewhat vague or high-level) abstract description of the computational algebraic geometry and the concrete results can be closed by describing the actual computation (e.g. intermediate results) for at least one example to illustrate the theoretical story and give at least a flavour of the actual computations that are done
Report
The authors compute certain correlation functions for integrable brickwork quantum circuits with up to 20 qubits exactly using the algebraic Bethe ansatz and computational commutative algebra. Results in real and Fourier space are given explicitly for very small systems. In real space, short and long (discrete) time asymptotics are discussed. Beyond that, some further data is available on arXiv, and presented in the paper through various plots. The idea is that these results may be compared with (used to calibrate) experimental platforms for quantum simulation, which currently have such system sizes.
The derivations of these results appear to be correct. While I would not call this application of computational commutative algebra to brickwork quantum circuits groundbreaking, I agree that the methods may be useful. I cannot judge whether the resulting exact expressions and plots are indeed useful for comparison with such platforms.
The paper is fairly well written, although it would benefit from a careful re-reading to improve the grammar. The prerequisites from integrability are exposed in a relatively elementary way that I expect to be accessible for non-experts. The relevant commutative algebra is presumably harder to digest. In particular, there are no examples to illustrate how the computational methods that are described abstractly are used in practice to derive the results. This leaves somewhat of a gap between the theoretical part and the results that are presented.
Requested changes
See the two key points at 'Weaknesses'. Further feedback:
- (10) and surrounding text: I believe tat \check{R} always has adjacent subscripts, in this case i,i+1 and i+1,i+2 rather than i,j etc
- Remark 1: The phrase 'classical integrable' could be mistaken to mean 'classically integrable'; consider rephasing to clarify, and perhaps add that these lattice models are 2d
- Following (18): clarify that $0<\gamma\ll 1$
- Consider moving footnote 1 to p4 already
- p9: mention that the resolution of the identity relies on the completeness of the Bethe ansatz, which will be discussed in Section 3.2
- (38): here K is switched to N mid-formula. Pick one symbol and use throughout.
- p11, before 'Rational Q-system': what does 'medium quantum numbers' mean - M=L, M=L/2, ...?
- Rational Q-system: what does 'more rigorously' mean? which parts are/not rigorous?
- Rational Q-system: it should be mentioned that completeness of the (Wronskian BAE =) QQ system has been proven for generic parameters by Mukhin--Tarasov--Varchenko, cf Chernyak--Leurent--Volin; I suppose this includes the case of alternating inhomogeneities \theta_j = (-1)^j u/2 as here (perhaps with a small twist)
- above (53): \eta=0 is not the homogeneous case, cf text below (7); but \eta\to0 suitably interpreted (by rescaling u) is [to be corrected throughout the paper, eg also in footnote 3]
- footnote 5: to clarify the scope of the method used here, it would be good to mention some key applications for which the original BAE have benefits
- 'Symmetrization': what are "all the Q-polynomials"? Isn't there essentially only one? (In App C it becomes clear that there are several, but this is not mentioned in the main text, making the sentence unclear)
- it is not explicitly stated what the 'Symmetrization procedure' precisely means. If it is the change of variables from the u_k to the c_k then I find it a strange name: the functions are symmetric to start with; they are just expressed more compactly in a basis of symmetric polynomials
- the '(computational) algebraic geometry' used in the paper is really just '(computational) commutative algebra': no geometry is needed or used. I would suggest using the latter term, which sounds less scary, and might help making the paper look more accessible
- before (60): 'All polynomials in $n$ variables ... form' is not very clear, -> 'The set [or: space] of [all] polynomials in $n$ variables ... forms'
- top of p13: clarify that the coefficients a_i are themselves polynomials and generally not unique
- is a 'basis of the ideal' just any generating set, or is there some condition that it should be minimal, e.g. one cannot remove any of the generators without changing the ideal
- emphasise that the companion matrix P itself no longer depends on the x_i, but does still depend on u (and \eta for XXZ), as will be discussed below
- p13, middle: make explicit which quantum numbers - L,M,Q_0
- 'Dealing with free parameters': what is known about the form (or properties) of the resulting functions of u (and possibly \eta)? try to make this discussion more concrete. it will help understanding the type of interpolation that can be done
- above and below (68): 'expect' vs 'find' - either prove, or make clear throughout that it is an expectation
- (71): perhaps clarify that the polynomials are not necessarily homogeneous (of a fixed total degree) in b,c
- (73) etc: to facilitate comparison, write polynomials in the same order - e.g. in the second line here, c^4 at the end
- above 4.3: clarify in the final sentence that the result is initially independent of L
- Fig 2: figure number '2' is missing. Caption: clarify whose zeros are shown
- (81): \Prod_…^… ...^\otimes is very strange notation. Either \bigotimes_…^… ... or ...^{\otimes L}
- should 'cylinder partition function' be 'torus partition function'? or is it meant to be on an infinite cylinder or with fixed boundaries at the ends?
- clarify that Z_{L,n}(u) is a polynomial only up to an overall factor of u^… (in your normalization of the weights)
- Fig 5: should this be \widetilde{D}_4(500)?
- Fig (4,5,)6: pick colours that differ more
- in the caption mention which colour is which function (or add a legend)
- perhaps mention that blue has extra branches in the lower half plane close to the real intervals \pm[.5,.9]
- before Sect 5: clarify whether this argument also explains why the shapes are similar (rather than just the same endpoints for the curves), and whether the curves have a physical meaning - do they also separate different phases?
- I'd say that Q_0, rather than e^{i Q_0}, is the (quasi-)momentum
- the quotient ring is smaller: than what - if we choose another fixed momentum, or when we do not fix the momentum
- below (87): can we easily see why here we need \xi rather than x=\xi^2 like before?
- above (91): to clarify the scope of the method used here, explain that \xi=9 and q=2 (integers) is much faster than [rational numbers? or only compared to real/complex numbers?]
- p22 onwards: explain the meaning of the \sim (range of integers; at the bottom of p25 a dash is used once as well, is there a difference?)
- Sect 6: compute the correlation -> compute certain correlation; or is the claim that from these special correlation functions one can obtain all others?
- recall that \xi = e^u and q=e^\eta to help remind the reader
- before (99): clarify what 'symmetric property' here means - does one take the complex conjugate of the scalar product under the assumption that it is real (and using $B^\dag$ = $C$)?
- before (107): clarify that this computation depends on a (Gröbner basis and thus) choice of generators $\{g_j\}$ and order
- App B.4: which algebraic extension - of scalars?
- Does this mean that q=11/10 would take rather longer than q=2? If so, mention this in the main text.
- Before App C: explain whether this interpolation relies on some knowledge about the form or properties of the coefficient functions
- Young diagram: (M,L-M) should be (L-M,M) to be a partition. add a figure to show which alignment of the boxes you have in mind and explain terms such as 'lower left'
- (113): recall that q=e^\eta
- below (113): clarify what 'up to proportionality' means - by a constant? what can it depend on? Surely the degrees on the two sides of (112) must match, so one cannot just freely rescale the different Q-functions separately
- Zero remainder condition: what does 'the upper conditions' mean?
- before (118): introduce both a new variable w and an equation for that variable
Typos and grammar
p1
for calibration -> for the calibration
we use algebraic -> we use the algebraic
geometry to obtain -> geometry, to obtain
long time limit -> long time limits
p2
researches have -> research has
p3
We found that, for -> We find that for
independent from -> independent of [to be corrected throughout the paper]
Fourier space 5. -> Fourier space.
p4
factorize out $\sigma^z$ operator -> [e.g.] factor out an operator built from $\sigma^z$
p5
was use by Destri -> was used by Destri
chain and further -> chain and was further
want to emphasis -> want to emphasize
are interested in the current -> are interested in in [/for] the current
p6
physics the research -> physics, research
site-$k$ -> site $k$
remove the redundant space starting the line after (18)
goal is computing -> goal is to compute
p7
compute time evolution $\mathcal{U}$ -> [e.g.] compute the time evolution by $\mathcal{U}$
p8
qubits towards right -> qubits towards the right
p9
resolution of identity -> resolution of the identity
p10
Defining the following -> Define the following
p11
perform different analysis -> [clarify: either] perform a different analysis [compared to what? or] perform various analyses
Numerical solution cannot -> Numerical solutions cannot
the sum over solutions of BAE in (48) and (51) -> the sum in (48) and (51) over solutions of the BAE
various magnon numbers -> [clarify: either] any magnon number [or] several magnon numbers [but not all?]
problem of Bethe -> problem of the Bethe
apply the method of rational -> use the rational
in rational Q-system -> in the rational Q-system
Q-polynomials for -> Q-polynomial for
0$) as -> 0$) are defined as
For XXZ chain -> For the XXZ chain
We compare efficiency -> We compare the efficiency
p12
of rational Q-system -> of the rational Q-system
either solve these ... manipulate -> either solves these ... manipulates
e.g. explicit -> e.g. the explicit
Groebner vs Gröbner: choose one way to format and use throughout
Appendix D vs appendix B: choose one way to format and use throughout
introduce the abbreviation 'AG' used below (or spell it out there)
p13
fact of ideal -> fact of the ideal
different set of -> different sets of
kind of bases -> kind of basis
canonical basis $e_j$ -> canonical basis $\{e_j\}$ [and similarly below]
called \emph{companion -> called the \emph{companion
computation of Gröbner -> computation of the Gröbner
certain computation for -> certain computations for
computation of companion -> computations of the companion
Now coming -> Now we come
crucial results -> crucial result
is that, the sum -> is that the sum
p14
definition of \mathcal{U} -> [e.g.] definition of the discrete two-step time evolution operator \mathcal{U} [to help remind the reader]
where $b(u)$ and $c(u)$ -> where $b(u) = ...$ and $c(u) = ...$ [give functions in terms of \varphi to help remind the reader]
using AG computation -> [e.g.] using the AG computation
plug ... to -> plug ... into [and similarly elsewhere]
p15
(73) etc: check that equations end in the correct punctuation ( . or , ) [throughout, all the way to the appendices]
we expect for small -> we expect that for small
p16
obatined
Lee-Yang -> Lee--Yang [throughout, also for Beraha--Kahane--Weiss, Fabricius--McCoy; cf the single name Frühbis-Krüger]
p17
phase structure here -> phase structure. Here
not exhibit clear -> not exhibit a clear
the rest two -> the other [or] remaining two [and similarly elsewhere]
p18
limit correspond to -> limit corresponds to
move footnote 7 to after the . to avoid it looking like a power
p19
aslo
applies o
p20
as eigenvalues -> as the eigenvalues
p21
we call ... as the ... -> we call ... the ... [and similarly elsewhere]
. we find -> . We find
few more results -> few more results for
p22
of arXiv -> of the arXiv
p23
complicated as expected -> complicated, as expected
infinite length $L -> infinite length limit $L
the similar observation -> a similar observation
than the 2-magnon -> than for the 2-magnon
p24
on Bethe ansatz -> on the Bethe ansatz
of BAE analytically -> of the BAE analytically
p25
to partial -> to a partial
which is a rational function -> which are rational functions
p26
. the curves -> . The curves
where $\alpha,\phi$ being -> where $\alpha,\phi$ are
results for quickly -> results quickly
of $\omega$ have poles -> of $\omega$ has poles
set small -> set a small
for finite $L$ result -> for a finite $L$ result
to the domain wall -> to domain wall
physics, physical -> physics, but that physical
see e.g -> see e.g.\
such result -> such results
p27
p27
promising -> possible
p29
Noether -> Noetherian [?]
finitely generate -> finitely generated
is vanishing -> vanishes
p30
set of basis -> basis [?]
Such convenient basis indeed exists and are called -> Such a convenient basis does indeed exist and is called a
the for any monomial -> then for any monomial
definition of Gröbner -> definition of a Gröbner
division of ... towards ... -> division of ... by ...
$t$ -> $r$
p31
With Gröbner -> With a [or] the Gröbner
by any elements -> by any element
with respect to Gröbner -> with respect to the Gröbner
computational time -> computation time
The latter computation is -> The computation of the companion matrix is [clarifies 'latter']
p32
for XXZ spin -> for the XXZ spin
At each node ... associate with ... -> To each node ... associate ...
For XXZ spin -> For the XXZ spin
as a function -> as functions
left boundary is -> left boundary are
p33
In general, we have -> In general, we consider
algebraic equation involving -> algebraic equations involving
of these set -> of this set
that involve only -> that involves only
[fix the grammar of the two sentences] By solving ... (119) ... and obtain $w=\widetilde{S}(\{c_k\})$.
p34
a) -> (a)
p43
De Vega -> de Vega [?]
Recommendation
Ask for minor revision
Strengths
1 - Demonstrates the applicability of computational algebraic geometry to a timely problem on correlation functions.
2 - Comprehensive and generally well-explained results.
Weaknesses
1 - The phenomenon noticed at the end of section 4 is not well explained.
2 - Section 5 would benefit from further physical discussion.
Report
The present work continues a series of papers, which were initiated by two of the authors and continued in various collaborations. The goal of those papers is to demonstrate how methods of computational algebraic geometry combined with rational Q-systems can serve to compute quantities in quantum integrable systems, where it is necessary to sum over all (admissible) eigenstates. After having studied partition functions of vertex and loop models in several papers, the collaboration here turns to two-point correlation functions in the six-vertex model of operators, that insert a domain-wall state of a given length in part of the systems.
The authors provide some salesmanship to justify that their computations are timely and relevant for applications in the theory of quantum circuits. The present reviewer believes that the results can stand for themselves, but also does not object to this positioning of the results.
Section 2 of the manuscript efficiently recalls the necessary background on integrability and defines the domain-wall operators. Section 3 contains some more advanced material, recalling the algebraic Bethe Ansatz and, crucially, how the overlap of the domain-wall operators with the on-shell Bethe states and the norm of the latter can be expressed as certain determinants. This brings together known ingredients in a user-friendly way and is well explained. After (34), instead of saying that the one-site shift operator is “not compatible” with most Bethe states, I think that the authors should rather say that it does not commute with the evolution operator (1), and go on to explain under which circumstances some Bethe states might still provide eigenvectors for it.
Section 3.2 drives home the point of applying computational algebraic geometry to this problem and recalls polynomial ideals, quotient rings, Gröbner bases and companion matrices. I feel that one point deserves some further discussion here. In the beginning of the section, the authors state that results for (48) and (51) cannot be obtained by direct numerical solution. Typical concrete results are given in section 4.1 and are polynomials in the six-vertex weights with integer coefficients. Once this polynomial property is known or assumed, why would it not be possible to obtain such results quite forwardly by computing (66) directly, using no knowledge of integrability whatsoever, but simply keeping track of the coefficients of the polynomials? This kind of question is all the more urgent since, at the end of section 3, the authors themselves admit using Lagrange interpolation to produce certain results. A similar claim is made again at the beginning of section 4.3.
After (57) the lack of an analytical formula for the Gaudin-like determinants in terms of $c_k$ is mentioned. I think this point is sufficiently important to be recalled in the conclusion section.
As already mentioned, results appear in section 4. The light-cone effect mentioned after (78) should be called by its proper name (as in the conclusion) and a more precise argument provided. In section 4.3 and 4.4 results are presented in the form of Lee-Yang zeros. Here the notion of condensation (accumulation point) should be precisely defined. Is the spread of zeros close to the real axis in figures 3 and 4 a real effect or an imperfection originating from the root solver? Finding roots of high-degree polynomials is a numerically challenging problem, so the authors should state which software is being used here. The notation in the first part of (81) should use the index j.
Section 4 ends with a point that the authors should really try to clear up before publication. Figure 6 shows that the condensation curves of $\tilde{\cal D}$ and ${\cal D}$ almost coincide in the lower-half plane, but differ substantially in the upper-half plane. The authors mention how these curves can be obtained (numerically) exactly by studying the equimodularity of eigenvalues, but seemingly only obtain approximations thereof by displaying the roots of high-degree polynomials. Are some of the eigenvalues of the two quantities {\em exactly} the same, or only approximately? If so, can the notable differences in the upper-half plane be explained by some of the eigenvalues incurring a vanishing prefactor, maybe by some symmetry argument?
Results in Fourier space are given in section 5. The choice of parameter values should be better explained (unless they just provide an arbitrary example), and if possible, this section would benefit from more effort in making a physical interpretation. For instance, are the spikes in figure 13 relevant for actual physical phenomena, and why do some of them converge but others seemingly not? Is the color coding of figure 13 the same as in figure 12?
Summarizing, this is a very nice paper, which is very likely to be publishable in SciPost Physics after the authors have addressed the above points.
Requested changes
The requested changes are integrated in the above report.
Recommendation
Ask for minor revision