On radial two-species Onsager vortices near the critical temperature
Tonia Ricciardi, Ryo Takahashi

TL;DR
This paper compares two mean field models of hydrodynamic turbulence near the critical temperature, revealing that deterministic models behave more like single vortex cases than stochastic ones, with new insights into critical temperature values.
Contribution
It introduces a comparison between deterministic and stochastic mean field equations for vortex turbulence, highlighting differences in solution properties near the critical temperature.
Findings
Deterministic models resemble single vortex intensity behavior.
Stochastic models differ significantly in qualitative properties.
New variational interpretations of critical temperature are provided.
Abstract
We compare two mean field equations describing hydrodynamic turbulence in equilibrium, which are derived under a deterministic vs.\ stochastic assumption on the variable vortex intensity distribution. Mathematically, such equations correspond to non-local Liouville type problems, and the critical temperature corresponds to the optimal Moser-Trudinger constant. We consider the radial case and we assume that the inverse temperature is near its critical value. Under these assumptions we show that, unlike previously existing results, the qualitative properties of the solution set in the deterministic case is more similar to the single vortex intensity case than the stochastic case. Some new variational interpretations of the value explicit values of the critical temperature are also provided.
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Taxonomy
TopicsFluid Dynamics and Turbulent Flows · Advanced Thermodynamics and Statistical Mechanics · Phase Equilibria and Thermodynamics
On radial two-species Onsager vortices near the critical temperature
Tonia Ricciardi∗
Dipartimento di Matematica e Applicazioni, Università di Napoli Federico II, Via Cintia, Monte S. Angelo, 80126 Napoli, Italy
and
Ryo Takahashi
Mathematics Education, Faculty of Education, Nara University of Education, Takabatake-cho, Nara-shi 630–8528, Japan
Abstract.
We compare two mean field equations describing hydrodynamic turbulence in equilibrium, which are derived under a deterministic vs. stochastic assumption on the variable vortex intensity distribution. Mathematically, such equations correspond to non-local Liouville type problems, and the critical temperature corresponds to the optimal Moser-Trudinger constant. We consider the radial case and we assume that the inverse temperature is near its critical value. Under these assumptions we show that, unlike previously existing results, the qualitative properties of the solution set in the deterministic case is more similar to the single vortex intensity case than the stochastic case. Some new variational interpretations of the value explicit values of the critical temperature are also provided.
∗Corresponding author
1. Introduction
In recent years, in the context of the statistical mechanics of two-dimensional point vortices, as introduced in the pioneering work of Onsager [26], several non-local elliptic equations including an exponential type nonlinearity have been derived in order to take into account of variable vortex intensities. See, e.g., [7, 39] and the references therein.
In particular, assuming that the distribution of the (normalized) vortex intensity is determined by a probability distribution , , the following multi-species Boltzmann-Poisson type problem was derived in [35], see also [11, 37]:
[TABLE]
Here, is a smooth bounded domain, denotes the stream function of the turbulent Euler flow and is a physical constant related to the inverse temperature. It should be mentioned that problems of the form (1.1) also appear in the description of equilibrium states for Brownian gases and chemotaxis systems with different types of particle species, subject to the conserved mass constraint for each species, see [8, 9, 15, 19], and the references therein, as well as in affine geometry, see [17]. Here, we are particularly interested in the “two-species” case, where is given by
[TABLE]
for some . For such a choice of , problem (1.1) reduces to the problem
[TABLE]
On the other hand, the following problem, formally similar to (1.1), was derived in [24] in order to describe stationary turbulent flows under a “stochastic” assumption on the vorticity distribution:
[TABLE]
In this case, it is assumed that the vortex intensities of each point vortex are independent identically distributed random variables with probability distribution . In the “two-species case” where is given by (1.2), problem (1.4) takes the form:
[TABLE]
Problem (1.4) may also be viewed as the stationary state of a multi-species Boltzmann-Poisson evolution system, where the masses of the individual population species are allowed to vary, provided the total population mass is conserved, see [19].
In the special case , equation (1.1) and equation (1.4) both reduce to the well-understood single-species Boltzmann-Poisson system, also known in the mathematical literature as the as “standard” mean field equation
[TABLE]
which has been extensively analyzed in view of its applications in biology, differential geometry and physics. In the context of turbulence, problem (1.6) was rigorously derived and analyzed in [6]. See [21, 22, 18, 39] and the references therein for results concerning problem (1.6).
In recent years, a considerable effort has been devoted to compare qualitative properties of the solutions to problem (1.3) and problem (1.5), see [34, 30, 31, 17, 12, 25, 32] In particular, in [33, 34, 12] it is shown that problem (1.5) may be viewed as a perturbation of (1.6), and in particular it shares the same mass quantization properties and optimal Moser-Trudinger constant (which physically corresponds to the critical temperature) as (1.6), independently of , see also [39]. On the other hand, in [25, 30, 17, 14] it is shown that the blow-up masses and the optimal Moser-Trudinger constant for (1.3) significantly depend on , and that (1.3) is not in general a perturbation of (1.6), with the exception of the case where the probability measure is sufficiently “close” to the Dirac mass , see [32]. Sign-changing cases were considered in [16, 27, 28, 18, 31].
Our aim in this note is to exhibit a first situation where the deterministic problem (1.3) behaves more similarly to the “standard”problem (1.6) than the stochastic problem (1.5). More precisely, we shall show that when is a disc and is of the form (1.2), the critical temperature for (1.3) determines a threshold for existence of solutions, exactly as it happens for (1.6), independently of . On the other hand, bifurcation diagram of the solution set near the critical temperature for (1.5) significantly depends on , and does not necessarily determine a threshold for the existence of solutions.
This note is organized as follows. In the following section, we state our main results, namely Theorem 2.1 and Theorem 2.2 below. Several preliminary properties necessary to the proofs are derived in Section 3. The proof of Theorem 2.1 is provided in Section 4, and the proof of Theorem 2.2 is provded in Section 5. Finally, some remarks on the explicit value of the critical temperature for the deterministic problem (1.3), namely the constant deined in (2.7) below, are provided in the Appendix.
2. Statement of the main results
We first recall the variational formulations of problem (1.1) and problem (1.4), given by the functionals
[TABLE]
and
[TABLE]
respectively. For , (2.1) and (2.2) reduce to the variational functional for (1.6), given by
[TABLE]
In view of the Moser-Trudinger inequality [23, 40]
[TABLE]
where the constant does not depend on the domain and where the constant is best possible, we derive that
[TABLE]
In particular, it follows that
[TABLE]
and that for all a solution for (1.6) may be obtained by direct minimization of . The limit value corresponds to the “critical temperature” for the single species case . Such a solution is also unique [38, 2]. On the other hand, if is a disc, then a Pohozaev identity argument, as may be found, e.g., in [3] (or, alternatively, the explicit form of the solutions, see [1]) implies that problem (1.6) does not admit solutions when . Such existence/non-existence properties were employed in an essential way in [20] to establish the biologically relevant finite-time blow-up of solutions to the corresponding evolution problem for (1.6).
Motivated by the recent results in [19], our aim in this note is to investigate similar properties for (1.3) and (1.5). In order to state our results precisely, we first recall the corresponding extensions of the “optimal Moser-Trudinger inequality” (2.4) to the functionals and as in [30, 33, 39].
Let be defined by
[TABLE]
where and . We say that is discrete if for some , , , . The following optimal conditions for boundedness from below of and hold true.
Proposition 2.1** ([30, 33, 36]).**
There holds:
- (i)
* if and if . Moreover, if is discrete, then .* 2. (ii)
There holds if and only if .
In the special case where is of the two-species form (1.2), the functional takes the form
[TABLE]
corresponding to the variational functional for (1.3). In view of Proposition 2.1–(i), the resulting Moser-Trudinger inequality for is given by
[TABLE]
where is given by:
[TABLE]
Remark 2.1**.**
Roughly speaking, the case corresponds to the case where the term is a perturbation of the term , whereas the case corresponds to the situation where both terms , influence the Moser-Trudinger constant. When , straightforward considerations involving “Liouville bubbles” imply that both nonlinearities should concentrate along a blowing-up sequence, so that the first case is natural. On the other hand, the threshold value satisfies for all . So, in the interval it the functional is also influeced by the lower-order term, although it does not blow up along the sequence of minimizers. See the Appendix for some considerations which motivate the role of in this context.
In particular, for all there exists a solution to (1.3) corresponding to the minimum of . Our first result states that if is the unit disc, similarly as for the “standard” case , the optimal Moser-Trudinger constant provides a sharp threshold for the existence of solutions to (1.3):
Theorem 2.1**.**
Suppose . For any , a solution to (1.3) exists if and only if .
On the other hand, the variational functional for (1.5) is given by
[TABLE]
corresponding to the functional with satisfying the two-species form (1.2). In view of Proposition 2.1–(ii), see also [39], we have that the optimal Moser-Trudinger constant for is independent of :
[TABLE]
Our next result shows that, on the contrary, the solution set of (1.5) for near significantly depends on the parameters . Indeed, for fixed let
[TABLE]
By direct minimization of and the Moser-Trudinger inequality in [33], we have . If is the unit disc, for small values of , the strict inequality holds true.
Theorem 2.2**.**
Suppose . For every fixed there exists such that for all .
In particular, Theorem 2.1 and Theorem 2.2 imply that the bifurcation diagram for the deterministic problem (1.3) is qualitatively more similar to the bifurcation diagram for (1.6) than the corresponding diagram for (1.5). This appears to be the first situation where (1.3) is more similar to (1.6) than (1.5).
Henceforth we assume .
Notation
We omit the integration variable when it is clear from the context. For we denote by the disc centered at [math] with radius . We denote by a general constant whose actual value is allowed to vary from line to line.
3. Preliminaries
We begin by establishing relations between the non-local mean field problems (1.3) and (1.5) defined on , namely problem
[TABLE]
and problem
[TABLE]
and the following local problem defined on whole space:
[TABLE]
which is a special case of the cosmic string problem considered in [29, 10]. We note that solutions to (3.1) and (3.2) are radially symmetric [13].
Indeed, our aim in this section is to establish the following properties.
Proposition 3.1** (Reduction of the deterministic problem to (3.3)).**
Let be a solution to problem (3.1). Then, the function defined by
[TABLE]
where is defined by
[TABLE]
is a solution to the problem
[TABLE]
satisfying
[TABLE]
Similarly, we also have:
Proposition 3.2** (Reduction of the stochastic problem to (3.3)).**
Let be a solution to problem (3.2). Then, the function defined by
[TABLE]
where is defined by
[TABLE]
is a solution to the problem
[TABLE]
satisfying
[TABLE]
Once we are reduced to problem (3.3), we may use the following known results.
Lemma 3.1** ([41]).**
For any and for any , the initial value problem:
[TABLE]
admits a unique globally defined solution for any . Moreover, there exists such that
[TABLE]
Proof.
In order to obtain the local existence of solutions to (3.8), we rewrite the problem in the form , , where
[TABLE]
and . It is readily checked that is continuous and locally Lipschitz continuous with respect to . Hence, standard ODE theory yields the asserted local existence and uniqueness. Now, the global existence and the asymptotic behavior follow by Lemma 5.1 and Lemma 5.2 in [41], see also [4]. ∎
The sharp range of admissible values of the constant in Lemma 3.1 was determined in [29].
Lemma 3.2** ([29, 10]).**
For every there exists a unique solution to (3.3). Such a solution is radially symmmetric with respect to [math] and strictly decreasing with respect to . Moreover, is strictly decreasing with respect to and it satisfies
[TABLE]
We set
[TABLE]
where is a solution to (3.3). We also need an “energy identity” from [10].
Lemma 3.3** ([10]).**
The following relation holds true:
[TABLE]
for any .
Remark 3.1**.**
From Lemma 3.2 and Lemma 3.3 it follows in particular that
[TABLE]
In order to establish Proposition 3.1 and Proposition 3.2, we begin by observing the following general fact.
Lemma 3.4**.**
Let be a solution to the problem:
[TABLE]
where . Let
[TABLE]
with defined by
[TABLE]
Then, is a solution to the problem:
[TABLE]
Proof.
The function satisfies
[TABLE]
For we rescale
[TABLE]
Then satisfies
[TABLE]
We observe that implies that
[TABLE]
We deduce that if is defined by , then satisfies (3.14), as asserted. ∎
Proof of Proposition 3.1.
We apply Lemma 3.4 with
[TABLE]
Choosing according to (3.13):
[TABLE]
we obtain, recalling (3.16), that
[TABLE]
Thus, the function defined by (3.4) satisfies the problem
[TABLE]
and the asserted reduction is established. ∎
Similarly, we establish the reduction of problem (3.2).
Proof of Proposition 3.2.
We apply Lemma 3.4 with
[TABLE]
Choosing according to (3.13):
[TABLE]
we find, recalling (3.16), that
[TABLE]
Moreover,
[TABLE]
Then, the function defined by (3.6) is a solution to the problem:
[TABLE]
as asserted. ∎
4. Proof of Theorem 2.1
In order to prove Theorem 2.1 we use the following Pohozaev identity.
Lemma 4.1** (Pohozaev identity).**
The following identity holds true:
[TABLE]
Proof.
Multiplying (1.3) by and integrating we have
[TABLE]
Similarly,
[TABLE]
∎
Proof of Theorem 2.1.
We prove separately the two cases, corresponding to the two possible values of the Moser-Trudinger constant defined in (2.7). Throughout this proof, for the sake of simplicity, we denote .
Case 1: .
Recalling that , and using the Schwarz inequality, we have
[TABLE]
In view of Lemma 4.1 we deduce that
[TABLE]
Case 2: .
Let be defined as in Proposition 3.1. By Lemma 3.1 and Lemma 3.2, coincides in with the unique solution to (3.3) with given by
[TABLE]
Consequently, (3.10) assures
[TABLE]
In particular, we derive from the above that
[TABLE]
Now, Theorem 2.1 is completely established. ∎
5. Proof of Theorem 2.2
Our first aim in this section is to establish the following “converse” for Proposition 3.2. It is convenient to define
[TABLE]
Proposition 5.1**.**
Let be a solution to (3.3) with . Let be defined by
[TABLE]
and let be defined by
[TABLE]
Then, the function defined by
[TABLE]
is a solution to problem (3.2) with
[TABLE]
Proof.
The function defined in (5.4) satisfies the equation:
[TABLE]
Hence, we obtain from (3.2) the necessary condition
[TABLE]
from which (5.3) follows. On the other hand, (5.2) is a consequence of the Dirichlet boundary condition for .
Finally, we compute, for give by (5.4):
[TABLE]
In view of the elementary identity:
[TABLE]
we may write
[TABLE]
Inserting (5.7)–(5.8) into (5.6) we deduce that
[TABLE]
We deduce that defined by (5.4) with (5.2)–(5.3) is a solution to problem (3.2) with
[TABLE]
as asserted. ∎
In view of Proposition 5.1 it is natural to consider, for fixed and , where is defined in (5.1), solution pairs where is a solution to problem (3.3) and is uniquely defined by (5.2). Correspondingly, we obtain defined by
[TABLE]
Let
[TABLE]
In view of Proposition 3.2 and Proposition 5.1, we have
[TABLE]
Therefore, we are reduced to the study of . Setting
[TABLE]
we have
[TABLE]
where is defined in (2.9).
Proposition 5.2**.**
Let be fixed. The following properties hold true:
- (i)
The quantities , are continuous functions of , provided that we set .
- (ii)
There holds
[TABLE]
- (iii)
There holds
[TABLE]
Proof.
Throughout this proof, for simplicity we omit the subscripts .
Proof of (i). Given , and are uniquely determined by and , the unique solution to (3.3), only. Moreover, it is also the unique solution to (3.8) for . Therefore, the desired continuity follows from the standard ODE theory, since is independent of .
Proof of (ii). Let . Let be the solution pair to (3.3) and (5.2) with and defined by (5.10). We claim that . Indeed, suppose that there exists and a subsequence, still denoted , such that . We use an argument from [5]. Let be defined as the unique solution to the problem
[TABLE]
Then, for sufficiently large, we have in in view of the maximum principle. On the other hand, setting we may write
[TABLE]
with
[TABLE]
where , are the masses defined in (3.9). In view of an adaptation of the Brezis-Merle alternative, as may be found, e.g., in [25, 12], we conclude that there exist and , such that, up to subsequences,
[TABLE]
We deduce that
[TABLE]
where denotes the Green’s function on . Since , Fatou’s lemma implies that
[TABLE]
as , a contradiction.
Proof of (iii). In view of Proposition 5.1, setting
[TABLE]
we obtain a solution to problem (3.2) with . Moreover, we have
[TABLE]
Therefore is a blowing up solution sequence for (3.2) with a unique blow-up point located at [math]. Now, in view of the mass quantization results as established in [34, 31], we conclude that . ∎
Now, we are ready to prove our main result for (3.2), using Proposition 5.2 and Lemma 3.2.
Proof of Theorem 2.2.
We fix . We observe that as defined in (5.1) is monotonically increasing with respect to and . Consequently, for any with and for any fixed , we have and consequently . Moreover, .
Let and be uniquely defined by the problem
[TABLE]
We deduce that . In particular, there exists such that for all we have . ∎
6. Appendix: remarks on
Our aim in this Appendix is to show that the values of given in (2.7) may be interpreted in terms of Liouville bubbles. Indeed, for let
[TABLE]
be the family of “Liouville bubbles”, uniquely determined as solutions to the problem
[TABLE]
Let be the projection of on , namely
[TABLE]
Proposition 6.1**.**
For every there exists some such that for all there holds
[TABLE]
as .
The following asymptotic behaviors are readily verified.
Lemma 6.1**.**
The following expansions hold, as :
[TABLE]
for any .
For later convenience, we note that
[TABLE]
Lemma 6.2**.**
Suppose . Then, there exists a solution to the system:
[TABLE]
provided that
[TABLE]
Proof.
By elementary considerations, a necessary condition for a solution to the second inequality in (6.2) to exist is that
[TABLE]
and moreover where
[TABLE]
hence we readily derive (6.3). Hence, assuming that (6.3) holds true, we are left to check compatibility with the first inequality in (6.2). To this end, we observe that in view of (6.3) we have
[TABLE]
In particular, we have that a sufficient condition for is given by . The latter inequality is equivalent to , which holds true by assumption. We conclude that there exists a solution to (6.2) satisfying . ∎
Lemma 6.3**.**
If , there exists a solution to the system
[TABLE]
provided .
Proof.
By elementary considerations, solutions to the second inequality in (6.4) exist if and only if
[TABLE]
which is equivalent to . Moreover, solutions satisfy where
[TABLE]
Thus, a sufficient condition for a solution to (6.4) to exist is given by . It is readily checked that the inequality is always satisfied, since we may write
[TABLE]
On the other hand, the inequality is equivalent to
[TABLE]
Therefore, if , the second inequality holds true. Assuming , i.e., , we obtain from above the inequality
[TABLE]
We deduce the equivalent condition . Since , a sufficient condition for the above is , equivalently . ∎
Now we can prove Proposition 6.1.
Proof of Proposition 6.1.
We first assume that and therefore . In view of (6.1), we have , so in particular . We deduce from Lemma 6.2 that there exists a solution to system (6.2). Now, Lemma 6.1 implies that
[TABLE]
as . Hence, the desired asymptotics is established in this case.
Now, we assume . Then, . Since , we may apply Lemma 6.3 to conclude that there exists a solution to system (6.4). Lemma 6.1 yields
[TABLE]
as . Now Proposition 6.1 is completely established. ∎
Acknowledgments
The second author thanks Università di Napoli Federico II, where part of this work was completed, for support and hospitality. He was also supported by JSPS KAKENHI Grant Number JP16K17627.
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