Abstract
In this paper, we solve a function field analogue of classical problems in analytic number theory, concerning the autocorrelations of divisor functions, in the limit of a large finite field.
Keywords: finite fields, function fields, divisor function, shifted convolution, random permutation, cycle structure
1. Introduction
The goal of this paper is to study a function field analogue of classical problems in analytic number theory, concerning the autocorrelations of divisor functions. First, we review the problems over the integers
and then we proceed to investigate the same problems over the rational function field
.
(a). The additive divisor problem over
Let dk(n) be the number of representations of n as a product of k positive integers (d2 is the standard divisor function). Several authors have studied the additive divisor problem (other names are ‘shifted divisor’ and ‘shifted convolution’), which is to get bounds, or asymptotics, for the sum
![]() |
1.1 |
where h≠0 is fixed for this discussion.
The case k=2 (the ordinary divisor function) has a long history: Ingham [1] computed the leading term, and Estermann [2] gave an asymptotic expansion
![]() |
1.2 |
where
![]() |
1.3 |
with
![]() |
1.4 |
and a1(h) and a2(h) are very complicated coefficients.
The size of the remainder term has great importance in applications for various problems in analytic number theory, in particular, the dependence on h. See Deshouillers & Iwaniec [3] and Heath-Brown [4] for an improvement of the remainder term.
The higher divisor problem k≥3 is also of importance, in particular, in relation to computing the moments of the Riemann ζ-function on the critical line [5,6]. It is conjectured that
| 1.5 |
where P2(k−1)(u;h) is a polynomial in u of degree 2(k−1), whose coefficients depend on h (and k). We can get good upper bounds on the additive divisor problem from results in sieve theory on sums of multiplicative functions evaluated at polynomials, for instance, such as those by Nair & Tenenbaum [7]. The conclusion is that for h≠0
![]() |
1.6 |
and we believe this is the right order of magnitude. But even a conjectural description of the polynomials P2(k−1)(u;h) is difficult to obtain (see §7, [5,6]).
A variant of the problem about the autocorrelation of the divisor function is to determine an asymptotic for the more general sum given by
![]() |
1.7 |
Asymptotics are known for the case (k,r)=(k,2) for any positive integer k≥2: Linnik [8] showed
![]() |
1.8 |
Motohashi [9,10,11] gave an asymptotic expansion
![]() |
1.9 |
for all ε>0, where the coefficients fk,j(h) can in principle be explicitly computed. For an improvement in the O term, see Fouvry & Tenenbaum [12].
(b). The Titchmarsh divisor problem over
A different problem involving the mean value of the divisor function is the Titchmarsh divisor problem. The problem is to understand the average behaviour of the number of divisors of a shifted prime, that is, the asymptotics of the sum over primes
![]() |
1.10 |
where a≠0 is a fixed integer, and
. Assuming the generalized Riemann hypothesis (GRH), Titchmarsh [13] showed that
![]() |
1.11 |
with
![]() |
1.12 |
and this was proved unconditionally by Linnik [8].
Fouvry [14] and Bombieri et al. [15] gave a secondary term,
![]() |
1.13 |
for all A>1 and
![]() |
1.14 |
with γ being the Euler–Mascheroni constant and Li(x) the logarithmic integral function.
In the following sections, we study the additive divisor problem and the Titchmarsh divisor problem over
, obtaining definitive analogues of the conjectures described above.
(c). The additive divisor problem over
We denote by
the set of monic polynomials in
of degree n. Note that
.
The divisor function dk( f) is the number of ways to write a monic polynomial f as a product of k monic polynomials:
| 1.15 |
where it is allowed to have ai=1.
The mean value of dk( f) has an exact formula (see lemma 2.2):
![]() |
1.16 |
Note that
is a polynomial in n of degree k−1 and leading coefficient 1/(k−1)! Our first goal is to study the autocorrelation of dk in the limit
. We show:
Theorem 1.1 —
Fix n>1. Then
1.17 uniformly for all
of degree
as
.
In light of (1.16), theorem 1.1 may be interpreted as the statement that dk( f) and dk(f+h) become independent in the limit
as long as
.
To compare with conjecture (1.5) over
, we note that
is a polynomial in n of degree 2(k−1) with leading coefficient 1/[(k−1)!]2, in agreement with the conjecture (see §7b).
The case h=0: As an aside, we note that the case h=0 is of course dramatically different. Indeed one can show that
![]() |
1.18 |
is a polynomial of degree k2−1 in n, rather than degree 2(k−1) for non-zero shifts.
Our method in fact gives the more general result:
Theorem 1.2 —
Let k=(k1,…,ks) be a tuple of positive integers and h=(h1,…,hs) a tuple of distinct polynomials in
. We let
Then, for fixed n>1,
uniformly on all tuples h=(h1,h2,…,hs) of distinct polynomials in
of degrees
as
.
In particular, for k=(2,k) we get
![]() |
1.19 |
in agreement with (1.8).
(d). The Titchmarsh divisor problem over
Let
be the set of monic irreducible polynomials in
of degree n. By the Prime Polynomial Theorem, we have
![]() |
Our next result is a solution of the Titchmarsh divisor problem over
in the limit of large finite field.
Theorem 1.3 —
Fix n>1. Then
1.20 uniformly over all
of degree
.
For the standard divisor function (k=2), we find
![]() |
1.21 |
which is analogous to (1.13) under the correspondence
and
.
(e). Independence of cycle structure of shifted polynomials
We conclude the introduction with a discussion on the connection between shifted polynomials and random permutations and state a result that lies behind the results stated above.
The cycle structure of a permutation σ of n letters is the partition λ(σ)=(λ1,…,λn) of n if, in the decomposition of σ as a product of disjoint cycles, there are λj cycles of length j. Note that λ(σ) is a partition of n in the sense that λj≥0 and
. For example, λ1 is the number of fixed points of σ and λn=1 if and only if σ is an n-cycle.
For each partition λ⊢n, the probability that a random permutation on n letters has cycle structure σ is given by Cauchy's formula [16, ch. 1]:
![]() |
1.22 |
For
of positive degree n, we say its cycle structure is λ( f)=(λ1,…,λn) if, in the prime decomposition
(we allow repetition), we have
. Thus, we get a partition of n. In analogy with permutation, λ1( f) is the number of roots of f in
(with multiplicity) and f is irreducible if and only if λn( f)=1.
For a partition λ⊢n, we let χλ be the characteristic function of
of cycle structure λ:
![]() |
1.23 |
The Prime Polynomial Theorem gives the mean values of χλ:
![]() |
1.24 |
as
(see lemma 2.1). We prove independence of cycle structure of shifted polynomials:
Theorem 1.4 —
For fixed positive integers n and s we have
uniformly for all h1,…,hs distinct polynomials in
of degrees
and on all partitions λ1,…,λs⊢n as
.
Remark —
In this theorem, λ1,…,λs are partitions of n and are not the same as the λ1,…,λn that appear in the definition of λ( f) or λ(σ) where in that case the λi are the number of parts of length i.
We note that the statistic of theorem 1.4 is induced from the statistics of the cycle structure of tuples of elements in the direct product
of s copies of the symmetric group on n letters Sn. This plays a role in the proof, where we use that a certain Galois group is
[17], and we derive the statistic from an explicit Chebotarev theorem. Since we have not found the exact formulation that we need in the literature, we provide a proof in the appendix.
2. Mean values
For the reader's convenience, we prove in this section some results for which we did not find a good reference. We define the norm of a non-zero polynomial
to be |f|=qdeg( f) and set |0|=0.
We start by proving (1.24):
Lemma 2.1 —
If λ⊢n is a partition of n and n is a fixed number then
2.1 as
.
Proof. —
To see this, note that to get a monic polynomial with cycle structure λ, we pick any λ1 primes of degree 1, λ2 primes of degree 2 (irrespective of the choice of ordering), and multiply them together. Thus
2.2 where πA(j) is the number of primes of degree j in
. By the Prime Polynomial Theorem, πA(j)=qj/j+O(qj/2/j) whenever j≥2 and πA(1)=q. Hence πA(j)=qj/j+O(qj−1/j). So
2.3
Next, we prove (1.16):
Lemma 2.2 —
The mean value of dk( f) is
2.4
Proof. —
The generating function for dk( f) is the kth power of the zeta function associated to the polynomial ring
:
2.5 Here,
2.6 Using the Taylor expansion
2.7 and comparing the coefficients of un in (2.5) gives
2.8 as needed. ▪
3. Proof of theorem 1.4
In the course of the proof, we shall use the following explicit Chebotarev theorem, which is a special case of theorem A.4 of appendix A:
Theorem 3.1 —
Let A=(A1,…,An) be an n-tuple of variables over
let
be monic, separable and of degree m viewed as a polynomial in t, let L be a splitting field of
over
and let
. Assume that
is algebraically closed in L. Then there exists a constant
such that for every conjugacy class C⊆G we have
Here Fra denotes the Frobenius conjugacy class ((S/R)/ϕ) in G associated to the homomorphism
given by
, where
and S is the integral closure of R in the splitting field of
. See appendix A, in particular (A.51), for more details.
Let A=(A1,…,An) be an n-tuple of variables and set
| 3.1 |
where the hi are distinct polynomials. Let L be the splitting field of
over
and let
be an algebraic closure of
. By [17, Proposition 3.1],
![]() |
In [17], it is assumed that q is odd, but using [18] that restriction can now be removed for n>2. This, in particular, implies that
(since the image of the restriction map
is
, so by the above and Galois correspondence,
, and in particular
). Hence, we may apply theorem 3.1 with the conjugacy class
to get that
Since |C|/|G|=p(λ1)⋯p(λs) and since
, it remains to show that for
with
we have Fra=C if and only if
for all i=1,…,s.
And indeed, extend the specialization A↦a to a homomorphism Φ of
to
, where Y=(Y
ij), and Y
i1,…,Y
in are the roots of
. Then Fra is, by definition, the conjugacy class of the Frobenius element FrΦ∈G, which is defined by
| 3.2 |
Note that FrΦ permutes the roots of each
and hence can be identified with an s-tuple of permutations
. Since the Φ(Y
ij) are distinct, the cycle structure of σi equals the cycle structure of the Φ(Y
ij)→Φ(Y
ij)q, j=1,…,n by (3.2), which in turn equals the cycle structure of the polynomial
. Hence FrΦ∈C if and only if
for all i, as needed. ▪
4. Proof of theorem 1.1
First, we need the following lemma:
Lemma 4.1 —
Let
and
such that deg(h)<n. Then we have that
4.1
Proof. —
The number of square-free
is qn−qn−1 for n≥2 (for n=1 it is q), and since
, as f runs over all monic polynomials of degree n so does f+h, and hence the number of
such that f+h is square-free is also qn−qn−1. Therefore, there are at most 2qn−1 monic
for which at least one of f and f+h is not square-free, as claimed. ▪
We denote by
the mean value of an arithmetic function A over
:
![]() |
4.2 |
For this, it follows that if A is an arithmetic function on
that is bounded independently of q, then
![]() |
4.3 |
Now for square-free f, the divisor function dk( f) depends only on the cycle structure of f, namely
| 4.4 |
where for a partition λ=(λ1,…,λn) of n, we denote by
the number of parts of λ. Therefore, we may apply (4.3) with (4.4) to get
| 4.5 |
Since the function kλ( f) depends only on the cycle structure of f, it follows from theorem 1.4 that
| 4.6 |
Applying again (4.3) with (4.4) together with lemma 2.2, we conclude that
![]() |
4.7 |
Combining (4.5), (4.6) and (4.7) then gives the desired result. ▪
5. Proof of theorem 1.2
We argue as in §4:
![]() |
(Here the first passage uses (4.3) with (4.4), the last also uses lemma 2.2, and the middle passage is done by invoking theorem 1.4.)
6. Proof of theorem 1.3
Let
be the characteristic function of the primes of degree n, i.e.
![]() |
6.1 |
The Prime Polynomial Theorem gives that
and we have calculated in §4 that
. Since these two functions clearly depend only on cycle structures (recall that α≠0), theorem 1.4 gives
![]() |
6.2 |
Therefore,
![]() |
as needed.
7. Comparing conjectures and our results
In this section, we check the compatibility of the theorems presented in §1c with the known results over the integers.
(a). Estermann's theorem for
First, we prove the function field analogue of Estermann's result (1.2). For simplicity, we carry it out for h=1.
Theorem 7.1 —
Assume that n≥1. Then
7.1 (Note that q is fixed in this theorem).
We need two auxiliary lemmas before proving theorem 7.1.
Let
be monic polynomials. We want to count the number of monic polynomial solutions
of the linear Diophantine equation
| 7.2 |
As follows from the Euclidean algorithm, a necessary and sufficient condition for the equation Au−Bv=1 to be solvable in
is gcd(A,B)=1.
Lemma 7.2 —
Given monic polynomials
gcd(A,B)=1 and
7.3 then the set of monic solutions (u,v) of (7.2) forms a non-empty affine subspace of dimension n−deg(A)−deg(B), hence the number of solutions is exactly qn/|A||B|.
Proof. —
We first ignore the degree condition. By the theory of the linear Diophantine equation, given a particular solution
, all other solutions in
are of the form
7.4 where
runs over all polynomials.
Given u0, we may replace it by u1=u0+kB where deg(u1)<deg(B) (or is zero), so that we may assume that the particular solution satisfies
7.5 In that case, if k≠0 then
7.6 and u0+kB is monic if and only if k is monic. Hence if k≠0, then
7.7 Thus, the set of solutions of (7.2) is in one-to-one correspondence with the space
of monic k of degree n−deg(A)−deg(B). In particular, the number of solutions is qn/|A||B|. ▪
Let
| 7.8 |
Then we have the following lemma.
Lemma 7.3 —
For α+β=n=γ+δ,
7.9
Proof. —
We have some obvious symmetries from the definition
7.10 and hence to evaluate S(α,β;γ,δ) it suffices to assume
7.11 Assuming (7.11), we write
7.12 Note that α,γ≤n/2 (since α+β=n and α≤β) and hence
. Thus, we may use lemma 7.2 to deduce that
7.13 and therefore
7.14 Recall the Möbius inversion formula, which says that, for monic f,
equals 1 if f=1, and 0 otherwise. Hence, we may write the coprimality condition
using the Möbius function as
7.15 and therefore
7.16 where we have used the fact that α≤β and γ≤δ.
We next claim that
7.17 which when we insert into (7.16) proves the lemma.
To prove (7.17), we sum over d of fixed degree
7.18 and recall that [19, ch. 2, exercise 12]
7.19 from which (7.17) follows. ▪
Proof of theorem 7.1 —
We write
7.20 We partition this into a sum over variables with fixed degree, that is
7.21 We now input the results of lemma 7.3 into (7.21) to deduce that
7.22 Of the (n+1)2 quadruples of non-negative integers (α,β;γ,δ) so that α+β=n=γ+δ, there are exactly 4n tuples (α,β;γ,δ) for which
, namely they are
7.23 and the 4(n−1) tuples of the form
7.24 for 0<i<n.
Concluding, we have
7.25 proving the theorem. ▪
It is easy to check that theorem 1.1 is compatible with the function field analogue of Estermann's result. Taking
in (7.1), we recover the same results as presented in (1.17) with k=2.
(b). Higher divisor functions
Next, we want to check compatibility of our result in theorem 1.1 with what is conjectured over the integers. It is conjectured that
| 7.26 |
where P2(k−1)(u;h) is a polynomial in u of degree 2(k−1), whose coefficients depend on h (and k). This conjecture appears in the work of Ivić [20] and Conrey & Gonek [5], and from their work, with some effort, we can explicitly write the conjectural leading coefficient for the desired polynomial. The conjecture over
states that
![]() |
7.27 |
where
![]() |
7.28 |
with
![]() |
7.29 |
where e(x)=e2πix and cm(h) is the Ramanujan sum,
![]() |
7.30 |
We now translate the conjecture above to the function field setting using the correspondence
and
and that summing over positive integers correspond to summing over monic polynomials in
. Under this correspondence, the function field analogue of the above polynomial is given in the following conjecture.
Conjecture 7.4 —
For q fixed, let
. Then as
,
7.31 where
7.32 where |m|=qdeg(m),
7.33 and
7.34 is the Ramanujan sum over
. The sum above is over all monic polynomials
, μ( f) is the Möbius function for
and Φ(m) is the
analogue for Euler's totient function.
Remark 7.5 —
Note that
7.35 corresponds to
as given in (7.29).
Remark 7.6 —
Note that we establish this conjecture for k=2 and h=1 in theorem 7.1.
We now check that our theorem 1.1 is consistent with the conjecture (7.27) and (7.32) for the leading term of the polynomial P2(k−1)(u;h).
The polynomial given by theorem 1.1 is
![]() |
7.36 |
We wish to show that, as
, Ak,q(h)/[(k−1)!]2 matches the leading coefficient of
, that is
| 7.37 |
Indeed, from (7.34) we note that |cm,q(h)|=Oh(1), and it is easy to see that
| 7.38 |
Thus, we find
![]() |
7.39 |
The series in the O term is a geometric series:
![]() |
7.40 |
and hence tends to 0 as
, giving (7.37).
Acknowledgements
We thank an anonymous referee for detailed comments and suggestions.
Appendix A. An explicit Chebotarev theorem
We prove an explicit Chebotarev theorem for function fields over finite fields. This theorem is known to experts, cf. [21, Theorem 4.1], [22, Proposition 6.4.8] or [23, Theorem 9.7.10]. However, there it is not given explicitly with the uniformity that we need to use. Therefore, we provide a complete proof.
(a) Frobenius elements
Let
be a finite field with q elements and algebraic closure
. We denote by Frq the Frobenius automorphism x↦xq.
Let R be an integrally closed finitely generated
-algebra with fraction field K, and let
be a monic separable polynomial of degree
such that
| A 1 |
is invertible. Let Y=(Y
1,…,Y
m) be the roots of
, and put
![]() |
We identify G with a subgroup of Sm via the action on Y 1,…,Y m:
| A 2 |
By (A 1) and Cramer's rule, S is the integral closure of R in L and S/R is unramified. In particular, the relative algebraic closure
of
in L is contained in S. For each ν≥0 we let
| A 3 |
the preimage of
in G under the restriction map. Since
is commutative, Gν is stable under conjugation.
For every
with
there exists a unique element in G, which we call the Frobenius element and denote by
| A 4 |
such that
| A 5 |
Since S is generated by Y over R, it suffices to consider x∈{Y
1,…,Y
k} in (A 5). If we further assume that
, then (A 5) gives that [S/R/Φ]x=xqν for all
, hence
| A 6 |
Lemma A.1 —
For every g∈Sm and ν≥1 there exists
such that Frqν acts on the rows of V g,ν as g acts on Y:
A 7
Proof. —
By replacing q by qν, we may assume without loss of generality that ν=1. By relabelling, we may assume without loss of generality that
A 8 where s1=1, si+1=ei+1 and ek=m.
Let V be the block diagonal matrix
where
is the Vandermonde matrix corresponding to an element
of degree λi=ei−si over
. So
, hence V is invertible, and by definition Frq acts on the rows of V as the permutation g. ▪
Lemma A.2 —
Let
with
and let g∈Gν. Then
A 9 where V =V g,ν is the matrix from lemma A.1.
Proof. —
Let
be the unique solution of the linear system
A 10 i.e.
If
, i.e.
, we get by applying Frqν on (A 10) that
Hence [(S/R)/Φ]=g by (A 5).
Conversely, if [(S/R)/Φ]=g, then Φ(Y i)qν=Φ(Y g(i)) by (A 2) and (A 5). We thus get that Frqν permutes the equations in (A 10), hence Frqν fixes the unique solution of (A 10). That is to say,
, as needed. ▪
Next, we describe the dependence of the Frobenius element when varying the homomorphisms. For
we define
| A 11 |
Unlike the case when working with ideals, this set is not a conjugacy class in G, as we fix the action on
. However, as we will prove below, the group G0 acts regularly on ((S/R)/ϕ) by conjugation. In particular, if G0=G, or equivalently if
(with
denoting an algebraic closure of
), then ((S/R)/ϕ) is a conjugacy class.
To state the result formally, we recall that a group Γ acts regularly on a set Ω if the action is free and transitive, i.e. for every ω1,ω2∈Ω there exists a unique γ∈Γ with γω1=ω2.
Lemma A.3 —
Let
and let H be the subset of
consisting of all homomorphisms prolonging ϕ. Assume that
.
(1) The group G0 defined in (A 3) acts regularly on H by g:Φ↦Φ°g.
(2) For every g∈G0 and Φ∈H, we have
(3) Let Φ∈H, let g=[S/R/Φ], let Hg={Ψ∈H:[S/R/Ψ]=g} and let CG0(g) be the centralizer of g in G0. Then CG0(g) acts regularly on Hg.
(4) #Hg=#G0/#C=#G/μ⋅#C, where C is the conjugacy class of g in G0.
Proof. —
We consider G0≤G as subgroups of Sm via the action on Y 1,…,Y m. Let g∈G0 and Φ∈H. Then g(x)=x and Φ(x)=x, thus Φ°g(x)=x, for all
. Thus, Φ°g∈H. If Φ°g=Φ, then Φ(Y g(i))=Φ(Y i) for all i. Since
it follows that
, thus Φ maps {Y 1,…,Y m} injectively onto {Φ(Y 1),…,Φ(Y m)}. We thus get that Y g(i)=Y i, hence g is trivial. This proves that the action is free.
Next, we prove that the action is transitive. Let Φ,Ψ∈H. Then kerΦ and kerΨ are prime ideals of S that lie over the prime ideal kerϕ of R, hence over the prime
of
. By [24, VII, 2.1], there exists
such that
. Replace Φ by
to assume without loss of generality that kerΦ=kerΨ. Hence Φ=α°Ψ, where α is an automorphism of the image Φ(S)=Ψ(S) that fixes both
and
. That is to say,
, where ρ is a common multiple of ν and μ. By (A 5)
so Φ=Ψ°g, where g=[(S/R)/Ψ]ρ/ν. Since, for
we have g(x)=xqρ and μ|ρ, we have g(x)=x, so g∈G0. This finishes the proof of (1).
To see (2) note that
so g[(S/R)/Φ°g]=[(S/R)/Φ]g (since Φ is unramified), as claimed.
The rest of the proof is immediate, as (3) follows immediately from (1) and (2), and (4) follows from (3). ▪
By (A 6) and lemma A.3, it follows that if
, then ((S/R)/ϕ)⊆Gν is an orbit of the action of conjugation from G0.
Let C⊆G be such an orbit, i.e. C=Cg={hgh−1:h∈G0}, g∈Gν. Then C⊆Gν, since the latter is stable under conjugation (see after (A 3)). The explicit Chebotarev theorem gives the asymptotic probability that ((S/R)/ϕ)=C:
![]() |
Theorem A.4 —
Let ν≥1, let C⊆Gν be an orbit of the action of conjugation from G0. Then
as
.
We define cmp(R) below.
Before proving this theorem, we need to recall the Lang–Weil estimates, which play a crucial role in the proof of the theorem and in particular give the asymptotic value of the denominator of Pν,C.
Let U be a closed subvariety of
that is geometrically irreducible. Lang–Weil estimates give that
| A 12 |
Note that both n and
are stable under base change. This may be reformulated in terms of
-algebras, to say that if
| A 13 |
then
| A 14 |
provided
is a domain, where cmp(R) is a function of
and n, taking minimum over all presentations (A 13). By the remark following (A 12), it follows that if two
-algebras S and S′ become isomorphic over
, then cmp(S′) is bounded in terms of cmp(S). A final property needed is that if R→S is a finite map of degree d, then cmp(S) is bounded in terms of cmp(R) and d.
Proof. —
Let g∈C, let V =V g,ν be as in (A 7) and let S′=R[Z], where Z=V −1Y. Note that Z is the unique solution of the linear system
A 15 Let
. By (A 9), the number of
with [(S/R)/Φ]=g equals N. By lemma A.3, for each ϕ there exist exactly #G0/#C homomorphisms
with [(S/R)/Φ]=g prolonging ϕ. Hence,
Since Gν is a coset of G0, #G0=#Gν. Hence, it suffices to prove that
. As R→S′ is a finite map of degree
, we get that
and cmp(S′) is bounded in terms of cmp(R) and
. It suffices to show that
since then by (A 14) we have
and the proof is done.
Let L be the fraction field of S and K of R. Since L/K is Galois and
and since the actions of Frqν and g agree on
, it follows that there exists an automorphism τ of
such that τ|L=g and
. By (A 7) τ permutes the equations (A 15), hence fixes Z and thus S′. In particular, if
, then xqν=τ(x)=x, so
, as was needed to complete the proof. ▪
Funding statement
J.C.A. is supported by an IHÉS Postdoctoral Fellowship and an EPSRC William Hodge Fellowship. The research leading to these results has received funding from the European Research Council under the European Union's Seventh Framework Programme (FP7/2007-2013)/ERC grant agreement no. 320755 and from the Israel Science Foundation (grant no. 925/14).
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