Abstract
We prove that non-uniqueness of weak solutions to the forced -SQG equation with Sobolev regularity in the supercritical regime , covering the 2D Euler equation (), the Surface Quasi-Geostrophic equation (), and the intermediate cases. A key step is the construction of smooth, compactly supported vortices that exhibit non-linear instability. As a by-product, we show that existence of global smooth solutions to the (unforced) -SQG equation that are neither rotating nor traveling.
Introduction and Main Results
We address the non-uniqueness of weak solutions to the generalized Surface Quasi-Geostrophic (-SQG) equation
| 1.1a |
| 1.1b |
| 1.1c |
posed on , for some given external force f and initial datum , where . The velocity v(t, x) is recovered from the scalar through (1.1b), which we find convenient to refer to here as the -Biot-Savart law
| 1.2 |
where .
The -SQG model was proposed by Córdoba, Fontelos, Mancho and Rodrigo [42] as an interpolation between the 2D Euler equation () and the SQG equation (). The Euler equation describes the motion of an ideal, incompressible fluid, capturing vorticity evolution (see e.g. [107]). The SQG equation extends this concept to geophysical fluids, modeling temperature evolution in quasi-geostrophic atmospheric and oceanic flows (see, e.g. [116]). This family of active scalar equations has attracted significant interest since the seminal work of Constantin, Majda, and Tabak [40], which highlighted analogies between SQG and the 3D Euler equation. We will generally refer to as the temperature, unless specifically discussing 2D Euler, where is the vorticity.
The potential lack of uniqueness is a central issue in fluid mechanics, relevant to both the question of determinism and its relationship with chaos and turbulence (see e.g. [89, 103, 106, 135]). From a mathematical point of view, given a parametrized family of function spaces , where s typically quantifies the regularity of the solution , a natural question is to determine that
| 1.3 |
Notice that (1.3) depends on and the baseline space. In terms of Sobolev regularity , we have the following natural conjecture:
| 1.4 |
The well-posedness of the -SQG equation has been proved in the subcritical regime : globally for the 2D Euler equation by Bourguignon and Brezis [12], locally for the SQG equation by Chae [32], and locally, at least for , in the intermediate cases by Chae and Wu [35]. Heuristically, this is because is transported by a velocity . These results, based on standard energy methods, readily extend to the case with forcing in the natural space
| 1.5 |
where is the energy space associated with the Hamiltonian of the -SQG equation.
In the celebrated work [135], Yudovich proved that the 2D Euler equation () is also globally well-posed at the critical point . In fact, Yudovich’s energy method can be adapted to prove uniqueness, assuming existence, along the critical line for , and other critical spaces such as for . We caution that well-posedness implies uniqueness, but the converse is not true. Counterexamples by Elgindi and Jeong [64], Córdoba and Martínez-Zoroa [45], and Jeong and Kim [98] show critical exponents where ill-posedness occurs, with solutions losing regularity instantaneously in spaces where uniqueness holds. See also [44, 47, 48, 97] for ill-posedness in supercritical spaces, as well as [6, 17, 37] for the related issue of propagation of regularity.
Overall, the main obstruction for proving Conjecture (1.4) is to establish non-uniqueness in the supercritical regime . In this work, we show that this holds in the case with forcing (1.5).
Conjecture (1.4) remains an outstanding problem in the case . Remarkably, the construction of solutions that violate both uniqueness and Hamiltonian conservation has been successfully addressed in recent years through the method of convex integration, introduced into fluid dynamics by De Lellis and Székelyhidi [53]. See Sects. 1.5 and 1.6 for discussions on convex integration and conservation laws, as well as the reviews [22, 54–56]. Regarding the 2D Euler equation, is the vorticity, and the Hamiltonian equals the kinetic energy at the velocity level. In terms of Hölder regularity, Giri and Radu [80] recently solved the 2D Onsager conjecture by constructing non-trivial Euler flows . More recently, Bruè, Colombo, and Kumar [16] constructed the first non-trivial Euler flows with integrable vorticity for some small below the Onsager threshold. Regarding the SQG equation, the construction of non-trivial solutions was first established by Buckmaster, Shkoller, and Vicol [21] and was recently improved to by Dai, Giri, and Radu [51], and by Isett and Looi [94], thereby solving the Onsager conjecture for SQG. More recently, Zhao [136] extended this result to for . Notice that all the above convex integration constructions lie within the regime where the Hamiltonian does not need to be conserved. Since this is strictly contained within the broader regime where non-uniqueness is expected, it leaves a significant gap in the theory of non-uniqueness.
In the case with forcing, similar non-uniqueness results have been established using convex integration by Bulut, Huynh, and Palasek [25], and by Dai and Peng [52]. Indeed, for the 3D Euler equ. [24] it is possible to surpass the Onsager threshold up to . However, to the best of our knowledge, non-unique solutions with some Sobolev or Hölder regularity at the level of had not been constructed until now for the -SQG equation, even in the case with forcing.
This work is devoted to exploring another mechanism for non-uniqueness, based on the self-similar instability approach introduced by Jia and Šverák in the context of the 3D Navier-Stokes equ. [99]. In a remarkable pair of papers [129, 130], Vishik successfully established non-uniqueness for the forced 2D Euler equation () below the Yudovich well-posedness class . The present paper extends Vishik’s non-uniqueness theorem to the forced -SQG equations for the full supercritical Sobolev regime and .
Theorem 1.1
(Sobolev non-uniqueness) Let , and satisfy
| 1.6 |
There exist and a force (1.5) such that there are uncountably many solutions
| 1.7 |
to the -SQG equation (1.1) starting from .
As we will explain in more detail in Sect. 3, Vishik’s result (Theorem 3.2) corresponds to the specific case . Indeed, it is a particular case of a refined version of Theorem 1.1, namely, our Theorem 3.1.
Improvements and Corollaries
The regularity of the force and the solutions can be described in various other function spaces. Thus, Theorem 1.1 allows for certain improvements and by-products, which we summarize below and will later state as theorems and corollaries in the introduction.
Firstly, let us remark that both the force f and the main solution from Theorem 1.1 belong to for positive times. Moreover, for every , the other solutions can be upgraded to be in for positive times. These estimates inevitably deteriorate as . Although spatial regularity cannot exceed the critical line, temporal regularity can easily be improved to Lipschitz, or even enhanced with additional derivatives, by choosing the parameter a appropriately in Sect. 2.1.
As a consequence of the smoothness of our solutions, Theorem 1.1 can be generalized to any space that is scaling-supercritical with respect to the -SQG equation and, at the same time, includes smooth, compactly supported functions, such as Besov or Triebel–Lizorkin spaces. In this work, we state the theorems in the context of classical Sobolev spaces for the sake of simplicity.
In the scale of Lebesgue spaces (), Theorem 1.1 shows non-uniqueness within the DiPerna-Majda existence class for the 2D Euler equation [60], which corresponds to Vishik’s non-uniqueness theorem, as well as within the Resnick-Marchand existence class for the SQG equation [108, 118], and the Chae-Constantin-Córdoba-Gancedo existence class for the generalized SQG equation [33], all in the presence of forcing.
In the scale of Hölder spaces, which we express as to facilitate comparison with the Onsager exponent, we have the following natural conjecture
| 1.8 |
Similarly to the Sobolev case, in the subcritical regime , we would have . Well-posedness in subcritical Hölder spaces has been established for the 2D Euler equation by Wolibner [133] and Hölder [88], and for the SQG equation by Wu [134] and by Ambrose, Cozzi, Erickson, and Kelliher [3]. Uniqueness can be deduced, assuming existence, in some critical Hölder spaces as a consequence of the weak-strong uniqueness principle (see e.g. [132]). In contrast, there are known counterexamples of such critical Hölder spaces that exhibit strong ill-posedness. This was first established by Bourgain and Li for the Euler equation [11], and also by Elgindi and Masmoudi [65]. These results were later extended to both the SQG and generalized SQG equations by Córdoba and Martínez-Zoroa [45, 46].
By the extension of Morrey’s inequality to fractional Sobolev spaces [58], we deduce, as a corollary of Theorem 1.1, non-uniqueness for the full supercritical Hölder regime in the case with forcing.
Corollary 1.1
(Hölder non-uniqueness) In the setting of Theorem 1.1, for every fixed
the solutions and the force can be chosen to satisfy
Finally, we emphasize that our solutions satisfy both the Hamiltonian identity (Corollary 1.4) and the renormalization property (Corollary 1.5) in the presence of forcing. See Sects. 1.5 and 1.6 for the precise definitions of the Hamiltonian (1.11) and the renormalization (1.19), respectively.
Up to this point, we have discussed the improvements and corollaries regarding non-uniqueness with forcing. A key intermediate step of independent mathematical and physical interest involves the explicit construction of smooth, compactly supported vortices that exhibit non-linear instability (Theorem 1.2 and Corollary 1.2). As a corollary, we show the existence of global smooth solutions to the (unforced) -SQG equation that are n-fold symmetric, non-stationary, and converge to a radial temperature as (Corollary 1.3). See Sect. 2 for the precise definition of vortices and n-fold symmetry.
Main Novelties
The starting point of our work is the groundbreaking result of Vishik on the non-uniqueness of solutions to the forced 2D Euler equ. See [129, 130] for the original papers and the book [2] by Albritton, Bruè, Colombo, De Lellis, Giri, Janisch, and Kwon for a careful and detailed exposition. Vishik’s work raised the question of the validity of analogous results for the more singular generalized SQG equations, and more importantly, for the SQG equation itself. However, it appears quite challenging to implement Vishik’s argument for these non-linear and singular counterparts of the 2D Euler equation. Motivated by this, we devised an alternative approach for the 2D Euler equ. in [31], which not only substantially simplifies Vishik’s proof but also appears robust enough to be adapted to other situations. This is what we have accomplished in the current paper. However, essentially every step of the construction requires new ideas, with the SQG case being particularly delicate due to the non-compact relationship between the velocity and the advected scalar. We will next explain the parallels and innovations we consider noteworthy.
The proof of Theorem 1.1 follows the general strategy presented in [31], which is that of [2, 129, 130] except for the construction of the unstable vortex. This approach consists of four steps:
Construct a piecewise constant unstable vortex.
Regularize the unstable vortex mantaining instability.
Prove that the regularized vortex is self-similarly unstable.
Prove that the regularized vortex is non-linearly unstable.
Let us summarize the main differences with respect to our proof in the 2D Euler case:
While for Step (1) reduces to an elementary computation, for the non-locality introduced by the -Biot-Savart law necessitates dealing with a parametric integral that cannot be computed. Despite this lack of explicitness, we are able to show that there are piecewise constant unstable vortices by obtaining precise asymptotics in Sect. 4.1.
Step (2) requires correctly expanding the linear stability equation into a leading term and a lower-order term that behaves like . In the limiting case , the roles of these operators are reversed, completely changing the nature of the problem. In Sect. 5.4, we show that even in this situation it is possible to handle the operators and apply a fixed point argument to find a regularized unstable vortex.
Step (3) involves decomposing the linearization into an operator that generates a contraction semigroup and a compact operator K. However, this operator K loses compactness for SQG. We bypass this obstacle in Sect. 6.6 by decomposing K into a skew-adjoint operator, which preserves the growth bound of the semigroup, along with a compact commutator.
Step (4) is carried out in [2, 31, 129, 130] through energy estimates on first-order derivatives in polar coordinates, applied in the correct order. Here, achieving the full supercritical regime requires working with higher-order derivatives. The resulting energy space consists of functions that vanish at the origin. Moreover, to manage the many terms, we introduce an inductive argument in Sect. 7.5, which significantly streamlines the proof. In addition, a delicate estimate involving the commutator is necessary in the SQG case.
During the finalization of this work, a clever trick discovered by Golovkin in the 1960s [82] was highlighted by Dolce and Mescolini [61], showing that by absorbing the quadratic interaction of the linear instability into the forcing term, it is possible to bypass the non-linear instability step and construct two distinct solutions (instead of uncountably many). In Sect. 3.3, we revisit this trick in the context of the -SQG equation.
Nonetheless, our non-linear instability approach has several remarkable by-products. First, it rigorously proves the existence of non-linearly unstable vortices for the unforced -SQG equation. Second, it provides a robust framework for transitioning from linear to non-linear instability in arbitrarily high Sobolev regularity. Third, by reversing the arrow of time, it shows the existence of global smooth solutions that are neither rotating nor traveling. See Sects. 1.3 and 1.4 for more details. Additionally, it could be useful for showing the potential lack of uniqueness in the absence of forcing, as it offers a more precise representation of the -SQG dynamics.
Unstable Vortices
The stability analysis of simple steady states in the 2D Euler equ. is a classical problem that dates back to the works of Kelvin [126], Rayleigh [117], Orr [114], Taylor [125], and many others. Although some explicit shear flows were known to be unstable (see e.g. [62]), to the best of our knowledge, the first rigorous construction of an unstable vortex was achieved by Vishik (see also [2]). Vishik’s approach is based on bifurcation from neutral modes, a method that traces back to Tollmien’s work on shear flows [127]. This technique was later rigorously applied by Lin to shear flows in a bounded channel and in , and to rotating flows in an annulus [104].
Although there was numerical evidence supporting the existence of unstable vortices for the -SQG equation (see e.g. [87]), to the best of our knowledge, they had not yet been rigorously constructed for . We refer to the work of Friedlander and Shvydkoy [76] for the analysis of the spectrum of SQG and the existence of unstable eigenvalues for an oscillating shear flow.
In this work, we adapt our construction of smooth, compactly supported, unstable vortices for the 2D Euler equ. [31] to the full range . In particular, this rigorously proves the existence of non-linearly unstable vortices for the -SQG equation with . Moreover, we prove a stronger property, namely that the vortex exhibits non-uniqueness at in the sense of the following statement:
Theorem 1.2
(Non-uniqueness at ) Let and . There exists a vortex
such that, for every , there is an n-fold symmetric solution to the (unforced) -SQG equation
satisfying
as , for some with . In particular, for all .
Above, the complex number corresponds to the eigenvalue of the linear instability associated with . By starting at a finite time sufficiently far back in time, the non-uniqueness at (Theorem 1.2) implies the non-linear instability as it is usually stated (Corollary 1.2). Notice that, by shifting the time interval, we can take that .
Corollary 1.2
(Non-linearly unstable vortex) Let and . There exists such that, for every and , there exist and an n-fold symmetric solution to the (unforced) -SQG equation
satisfying
| 1.9 |
and
| 1.10 |
where is the vortex from Theorem 1.2.
Corollary 1.2 shows energy pump of certain solutions to the -SQG equation, aligning with the work of Kiselev and Nazarov [101] for SQG. Double exponential growth of the gradient of the vorticity was established by Kiselev and Šverák for the 2D Euler equation [102] in the unit disc. Exponential growth of the gradient of the vorticity was provided for 2D Euler in the torus by Zlatoš [137]. For SQG, He and Kiselev [86] showed exponential growth of the -norm of the temperature in .
As we introduced in Sect. 1.2, the construction of is divided into several steps. The first step involves constructing a piecewise constant unstable vortex. While this idea was inspired by previous constructions for shear flows in the 2D Euler equation (see e.g. [62, Chapter 4]), we remark that our construction operates at the level of the temperature, in contrast to the classical Rayleigh stability equation, which deals with the stream function. Secondly, we find a suitable regularized unstable vortex through a fixed-point argument. The idea that regularized unstable shear flows retain their instability was proposed by Grenier for the Euler equation [84]. In this work, we rigorously prove that this is the case for vortices in the -SQG equation. Finally, the last step consists of proving that the non-linear effects are negligible within a certain time interval.
In [84] Grenier developed a program to transition from linear to non-linear instability. In particular, Grenier showed that, given a linearly unstable smooth shear flow for the Euler equation, it is possible to deduce the properties (1.9) and (1.10). The transition from linear to non-linear instability has been also analyzed by Bulut and Dong [23] for the SQG equation with dissipation. Grenier’s strategy for the Euler equation appears robust enough to be applied to other equations, such as the -SQG equation. Thus, by combining this approach with our Theorem 3.3, it is plausible that this could provide an alternative proof of Corollary 1.2. In order to upgrade the non-linear instability to non-uniqueness at (Theorem 1.2), we apply a delicate bootstrapping argument to obtain additional exponential decay uniformly in time.
Recently, Dolce and Mescolini [61] presented another flexible strategy for constructing linearly unstable vortices for the 2D Euler equation. An interesting question is whether a similar variety of unstable vortices also exists for . It is worth noting that the non-uniqueness of Leray-Hopf solutions to the forced 3D Navier-Stokes equation was established by Albritton, Bruè, and Colombo [1] by carefully adapting Vishik’s unstable vortex in the axisymmetric setting. The unstable vortices constructed in [31, 61], while different from Vishik’s, satisfy the conditions of [1], offering an alternative example of non-unique Leray-Hopf solutions with forcing.
Global Smooth Solutions
A significant distinction between the 2D Euler equation () and the SQG equation () is the potential lack of global well-posedness in the SQG case, as well as in the intermediate cases (). Whether the SQG equation develops finite-time singularities remains an outstanding open problem in mathematical fluid mechanics (see e.g. [34, 40, 50]).
In this regard, the construction of global smooth solutions that exhibit non-trivial dynamics has attracted considerable attention from the mathematical community in recent years. In [27], the first author, in collaboration with Córdoba and Gómez-Serrano, constructed the first non-trivial family of global smooth solutions to the SQG equation, consisting of rotating 3-fold symmetric solutions with regularity bifurcating from a smooth annular profile. The argument required a computer-assisted proof, which could potentially be adapted to produce more regular n-fold symmetric solutions. Smooth rotating solutions bifurcating from vortex points can be found in [4]. The construction of smooth traveling solutions has been carried out by Gravejat and Smets [83], by Godard-Cadillac [81], as well as by Ao, Dávila, del Pino, Musso, and Wei [4].
In [43], Córdoba, Gómez-Serrano, and Ionescu constructed global solutions to the -SQG patch equation consisting of non-stationary solutions which converge to the stationary half-plane patch as . In this line of thought, another approach to constructing families of global smooth solutions around steady states could involve the mechanism of inviscid damping. This has been successfully applied to the 2D Euler equation for perturbations of the Couette flow by Bedrossian and Masmoudi [8], and by Ionescu and Jia [90], and later extended to general monotonic shear flows by Ionescu and Jia [91] and by Masmoudi and Zhao [109]. Unfortunately, recent work by Gómez-Serrano, Ionescu and Jia (see [92, Section 3]) suggests that the approach of inviscid damping, with the aim of producing globally smooth solutions, fails for the Couette flow for any , due to a forward cascade that leads to a loss of regularity in finite time. Therefore, for , it remains unclear whether a smooth steady state to the -SQG equation can exist with a (small) open neighborhood of perturbations that converge to as , or even whether these perturbations produce global smooth solutions.
In this work, we show that by reversing the arrow of time in Theorem 1.2, there exist particular perturbations of the vortex that converge to it as . As a result, we establish the existence of global smooth solutions to the -SQG equation that are neither rotating nor traveling.
Corollary 1.3
(Global smooth solutions) Let , and . There exists a global solution to the (unforced) -SQG equation
which is n-fold symmetric, non-stationary, and converges to the vortex from Theorem 1.2 in as .
Notice that our solutions are defined for positive times, thus strictly speaking they are global forward in time. We remark that our approach allows for the construction of global solutions in for any fixed . However, it is easy to see within the construction that a Beale-Kato-Majda argument implies that the solutions remain for all .
In these results we have used m (instead of s) to distinguish it from the supercritical case () and to facilitate comparison with Sect. 7, where everything is written in terms of the higher-order norms . Although our non-linear analysis allows us to control any Sobolev norm, we chose to state the results in the Hilbert case for simplicity and because it is more commonly used in the -SQG setting.
Recently, the existence of self-similar spirals was established by García and Gómez-Serrano [78] for the -SQG equation, with , and by Shao, Wei, and Zhang for the 2D Euler equation [120], building on the previous work of Elling [67]. In these examples it holds that , leading to a promising scenario for non-uniqueness without forcing. Other promising scenarios based on symmetry breaking and self-similarity for the 2D Euler equation have been proposed recently by Bressan, Shen, and Murray [13, 14], as well as by Elgindi, Murray, and Said [66].
Hamiltonian Identity
The -SQG equation formally possesses a large class of conservation laws. The Hamiltonian ,
| 1.11 |
is particularly meaningful because the -SQG equation can be interpreted as geodesics with respect to the metric (1.11) on the Lie group of volume-preserving diffeomorphisms (see e.g. [5, 7, 21, 111, 131]). By a short energy estimate, it is straightforward to check that smooth solutions to the -SQG equation satisfy the Hamiltonian identity
| 1.12 |
In particular, is conserved for classical solutions in the case . Similarly to the question of uniqueness, the lack of Hamiltonian conservation is a cornerstone in the theory of turbulence (see e.g. [77]). Analogously to (1.3), a natural question is to determine
| 1.13 |
which again depends on and the baseline space .
In terms of Hölder regularity, which is usually expressed as in the -SQG setting, Onsager conjectured in the celebrated work [113] that for the Euler equation, which is dimensionless at the velocity level. The conservative part of Onsager’s conjecture was proved by Constantin, E, and Titi [38], building on a partial result by Eyink [69]. Onsager’s conjecture can be extended to the -SQG equation as follows
| 1.14 |
As we mentioned earlier in the introduction, the non-conservative part of the Onsager-type conjecture (1.14) has been recently proven using convex integration for the 2D Euler equation [80], the SQG equation [51, 94], and the intermediate cases [136]. The Onsager conjecture for the 3D Euler equation was previously solved by Isett [93], by Buckmaster, De Lellis, Székelyhidi, and Vicol [19] for dissipative solutions, and by Giri, Kwon, and Novack [79] for locally dissipative solutions in Besov spaces. Additionally, see the work of Masmoudi, Novack, and Vicol [20, 112] on the Hilbert case. We also refer to the works for Scheffer [119] and Shnirelman [121] for the first constructions of non-unique Euler flows. Notice that all these results prove non-uniqueness up to , leaving a gap in the conjectured in the case without forcing.
In the context of Lebesgue spaces , Duchon and Robert were the first to prove that 2D Euler vorticities with conserve the Hamiltonian [63]. This was extended to the borderline case by Cheskidov, Lopes Filho, Nussenzveig Lopes, and Shvydkoy [36]. These results lead to the natural conjecture for in the case of the 2D Euler equation ()
| 1.15 |
The first non-conservative results in weak Lebesgue spaces were obtained by Bruè and Colombo in Lorentz spaces [15], and by Modena and Buck in Hardy spaces [18]. Remarkably, Bruè, Colombo, and Kumar [16] recently constructed non-trivial 2D Euler vorticities . As already pointed out by the authors, this yields the first example of 2D Euler flows with uniformly integrable vorticity that are not vanishing viscosity solutions. A natural question is whether this new convex integration scheme can be extended to reach (1.15).
As we discussed for the Hölder case, even if the Onsager exponent (1.15) can be achieved with these techniques, there would still be a gap to the conjectured Yudovich exponent in the case without forcing. In this regard, the third author constructed initial data , for any fixed , admitting infinitely many solutions with non-increasing Hamiltonian [110], thus showcasing the sharpness of the weak-strong uniqueness principle and Yudovich’s proof of uniqueness. Unfortunately, the vorticity information is lost for positive times in [110], as the weak solutions are only understood at the velocity level.
Concerning the SQG equation () Isett and Vicol [96] proved Hamiltonian conservation provided that . On the one hand, this implies that . On the other hand, since in , this solves the conservative part of the Onsager-type conjecture (1.14) for . See also the recent work of Isett and Ma [95] on conservation laws for -SQG.
By the Sobolev embedding theorem, a natural extension of Conjecture (1.15) for 2D Euler vorticities would be . A similar exponent could be derived for the general case . The problem of constructing non-unique solutions with some Sobolev regularity remains widely open for the -SQG equation without forcing.
The Hamiltonian structure of -SQG makes it a rare and significant example of active scalars. Notably, the method of convex integration has produced much more regular solutions when applied to other active scalars that lack a Hamiltonian structure. A key prototype is the IPM equation, known for its gradient flow structure [115] and its role as a model to address fluid instabilities through convex integration. In this regard see e.g. [26, 28–30, 41, 75, 124]. In fact, very general classes of active scalars, explicitly excluding SQG, can be treated using variants of convex integration, yielding bounded [122] and even continuous [96, 136] turbulent solutions.
Finally, we remark that vanishing viscosity solutions to the 2D Navier-Stokes equations with uniform integrability are known to conserve the Hamiltonian. This was proved in [36] for , and recently extended to the borderline case by De Rosa and Park [57]. A similar result was obtained by Constantin and Ignatova in for the dissipative SQG equation in [39], and previously in by Berselli [10]. This discrepancy in Hamiltonian conservation between ideal solutions and ideal limits has also been observed in other fluid models, such as 3D Magnetohydrodynamics (MHD) by the second author and Lindberg [71].
Therefore, the search for physically realizable solutions with uniformly integrable for the 2D Euler and SQG equations involves imposing that the Hamiltonian is conserved, or more generally the Hamiltonian identity in the presence of forcing. As a consequence of the regularity of the solutions in Theorem 3.1, we deduce that our solutions satisfy this property. Thus, satisfying the Hamiltonian identity is not a criterion for uniqueness, at least in the case with forcing.
Corollary 1.4
In the setting of Theorem 1.1, the solutions and the force f satisfy the Hamiltonian identity (1.12).
Renormalization Property
The Hamiltonian is not the only conserved quantity in -SQG. Since this is a transport equation, any functional of the temperature is formally preserved by the flow. Given a classical solution and a function , the temperature Casimir
| 1.16 |
satisfies the identity
| 1.17 |
In particular, is conserved in the case . The Casimir temperature associated with the function for corresponds to the q-energy (or momentum)
In this regard, a solution to the -SQG equation satisfies the q-energy balance if
| 1.18 |
For the 2D Euler equation, represents the enstrophy, which plays a crucial role in 2D turbulence (see e.g. [37, 70, 105]). Indeed, in turbulent regimes, it is plausible for the Hamiltonian to be conserved, energy to dissipate, and non-uniqueness to arise. The existence of two quadratic invariants, both preserved by smooth solutions−one more robust than the other−forms the precise framework of the celebrated self-organization conjecture [85]. Vorticity evolution in 2D Euler is a prime example of self-organization, and the -SQG equation aligns with this theory, at least at a formal level.
Recent studies have implemented convex integration schemes compatible with conservation of magnetic helicity in MHD [9, 72–74], which represents another canonical example of self-organization. Following this perspective, it is plausible that convex integration could be effective in regimes where the Hamiltonian is conserved for the -SQG equation but dissipation of q-energies is feasible. Thus, whether convex integration can be applied in the Hamiltonian conservation regime, or whether it can be shown to be impossible, remains a compelling and challenging open problem.
The Casimirs balance can be described locally through the concept of renormalized solutions. A solution to the -SQG equation satisfies the renormalization property if
| 1.19 |
holds in the sense of distributions for every ; that is,
for all test function . Notice that the concept of weak (or distributional) solution corresponds to . By integrating (1.19) and applying that v is weakly divergence-free, we recover the Casimir identity (1.17). Formally, ignoring the singularity at zero and its growth at infinity, we can also recover the q-energy balance (1.18).
Analogously to (1.13), a natural question is to determine the threshold for the renormalization property, as well as the q-energy balance. For the 2D Euler equation, Crippa and Spirito shown that vanishing viscosity limits are renormalized [49] provided that with . In fact, by the DiPerna-Lions theory [59] any weak solution with vorticity in is renormalized. However, it might be that large moments are dissipated in the vanishing viscosity limit [37].
As a consequence of the regularity of the solutions of Theorem 3.1, they can be shown to be renormalized, and thus being renormalized is not a criteria for uniqueness, at least in the case with forcing. Moreover, they satisfy the q-energy balance, provided that is well-defined.
Corollary 1.5
In the setting of Theorem 1.1, the solutions and the force f satisfy the renormalization property, and also the q-energy balance for q moments as long as they are well defined.
As we already mentioned, both Corollaries 1.4 and 1.5 follow from the regularity obtained in Theorem 3.1, by taking small enough if necessary, along with the conservative results discussed in Sects. 1.5 and 1.6. Alternatively, they can be deduced more directly as follows. On the one hand, the force and the solutions are classical for positive times, so they trivially satisfy all the conservation laws for . On the other hand, the solutions converge to zero as in the corresponding Sobolev spaces (Proposition 2.2), which is sufficient to verify that the conservation laws are also satisfied at .
Finally, we remark that most of the literature mentioned in this section refers to the periodic box , while our theorems are stated in . Although our solutions can be shown to have compact support, the corresponding velocity does not necessarily. A natural problem is to extend our construction to the periodic box, as well as to bounded domains.
Organization of the Paper
We start Sect. 2 by deriving the stability equation in self-similar coordinates. Next, we outline the proof of the main theorems in Sect. 3. In Sect. 4 we construct the piecewise constant unstable vortex, and we find a regularization in Sect. 5. Finally, in Sects. 6 and 7 we prove that the vortex is also self-similarly and non-linearly unstable, respectively.
Stability Equation in Self-Similar Coordinates
In this section, we provide some preliminary definitions and results that will be used throughout the paper. Firstly, we rewrite the -SQG equation in self-similar coordinates. Secondly, we derive both the linear and non-linear stability equations around vortices.
Self-Similar Coordinates
In this section we write the -SQG equation (1.1) in self-similar coordinates
| 2.1 |
in terms of two parameters , to be determined. Notice that the logarithmic time interval is (instead of ). In particular, the physical initial time corresponds to the logarithmic time . In the next proposition we derive the self-similar -SQG equation.
Proposition 2.1
The pair given by the change of variables
| 2.2a |
| 2.2b |
is a solution to the -SQG equation if and only if solves the self-similar -SQG equation
| 2.3 |
The corresponding velocities are linked by
| 2.4 |
that is, (v, V) are recovered from through the -Biot-Savart law (1.2), respectively.
Proof
Firstly, we deduce the relation (2.4)
where we made the change of variables with . On the one hand,
On the other hand,
The last two identities imply the equivalence between (1.1) and (2.3) through the self-similar change of variables (2.1).
Remark 2.1
Following the notation in [1, 31], given an object related to the -SQG equation, the corresponding object in self-similar coordinates will be denoted by the same letter in uppercase. The only exception is the vortex (3.4). Nonetheless, notice that the case in (2.3) agrees with -SQG in the original coordinates, while represents the equation in self-similar coordinates.
In the next proposition we show how the norm behaves under the self-similar change of variables (2.1). We recall that, for any and , the fractional Sobolev space is defined by the norm
where denotes the Fourier transform
and denotes the inverse Fourier transform. We also consider the seminorm
In the Hilbert case () we will denote and as usual. In general, we will consider , except when dealing with the Hamiltonian.
Proposition 2.2
Let and be linked by (2.1). Then,
| 2.5a |
| 2.5b |
Proof
Firstly, we write in the Fourier side,
where Thus,
where and . Analogously, we compute
Therefore,
The proof for f is analogous.
Definition 2.1
We say that is a self-similar solution to the -SQG equation if the corresponding pair given by the self-similar change of variables (2.1) is a stationary solution of the self-similar -SQG equation, that is,
| 2.6 |
where is recovered from through the -Biot-Savart law (1.2).
Remark 2.2
Observe that any becomes a solution by defining the force ad hoc as in equation (2.6). This degree of freedom is the main advantage of considering the forced equation, enabling the consideration of functions for which the stability analysis becomes feasible, although it still requires considerable effort.
In view of Proposition 2.2, the integrability conditions (1.5) and (1.7) for self-similar solutions require to take a in the regime
which is possible if and only if s satisfies
| 2.7 |
as stated in Theorem 1.1. From now on, we consider these parameters to be fixed in this regime
| 2.8 |
where is the parameter in Theorem 3.1.
Corollary 2.1
Let be a self-similar solution with smooth and compactly supported. It holds that
| 2.9a |
| 2.9b |
In particular, .
Proof
Linear Stability Equation
In this section we derive the linear stability equation around a (self-similar) solution. Given a background steady temperature , a perturbation
is a second solution to the (self-similar) -SQG equ. (2.3) with the same initial data and force if and only if the deviation solves
| 2.10 |
coupled with the initial condition
| 2.11 |
The operator is the linearization of the (self-similar) -SQG equation around . This can be decomposed into
| 2.12 |
where
The velocities are recovered from respectively through the -Biot-Savart law (1.2).
Remark 2.3
Notice that , and K depend on a, and . Since the parameter a has already been fixed in (2.8), we omit this dependence. The dependence on and will be made explicit in the notation when necessary.
As usual in Stability theory, as one is lead to study the linear equation
| 2.13 |
and seek for solutions that grow exponentially in time, that is,
| 2.14 |
with . For solutions of this form, equation (2.13) is equivalent to the eigenvalue problem
| 2.15 |
In other words, linear instability translates into the existence of eigenvalues in the right half plane , and eigenfunctions W in some suitable Hilbert space, of the linear operator .
An obvious but crucial observation is that
as (or equivalently ), and therefore
| 2.16 |
which leads to non-uniqueness at the linear level.
Vortices
We consider the special case of radially symmetric temperatures, called vortices. In polar coordinates , this corresponds to
| 2.17 |
In Lemma 2.1, we show that the corresponding velocity , recovered from through the -Biot-Savart law (1.2), has only an angular component . Moreover, we show that is expressed in terms of the operator , defined below. We take the opportunity to introduce this operator more generally as , since it will appear in the eigenspace in the following subsection.
Given , we define the operator
| 2.18 |
where is the constant in (1.2), and is the kernel
| 2.19 |
whenever these expressions make sense.
Remark 2.4
A priori, (2.19) seems ill defined for . However, an integration by parts (see (2.22)) shows that can be expressed as
where
which is well defined for as well. Since this case corresponds to the 2D Euler equation, which has already been analyzed in [31], we mostly deal with (2.19) for the sake of convenience. However, at certain points, it will be more convenient to use .
Lemma 2.1
It holds that
where is defined in (2.18).
Proof
By applying
we compute ()
This concludes the proof.
Corollary 2.2
It holds that (here V is recovered from W through the -Biot-Savart law (1.2))
Proof
On the one hand,
On the other hand,
Purely n-fold Symmetric Temperatures
In order to ensure that has finite Hamiltonian for , we will work in the space of vortices in with zero-mean,
| 2.20 |
Although the zero-mean condition is not strictly necessary for for having finite Hamiltonian, it appears to be more convenient for producing unstable vortices (see Remark 3.3). In this context, given , it is natural to seek eigenfunctions in the space of purely n-fold symmetric temperatures,
| 2.21 |
Notice that any element of has zero-mean. Since , we will consider without loss of generality the case .
Lemma 2.2
For every ,
where is defined in (2.18).
Proof
By writing the -Biot-Savart law (1.2) in polar coordinates ()
we get
We remark that this is the expression for the real operator (accordingly for ). Next, we consider acting on complex-valued W’s. Hence, for , we have
where
| 2.22 |
This concludes the proof.
Corollary 2.3
For every , it holds that
Proof
It follows from Corollary 2.2, definition (2.21) and Lemma 2.2.
Therefore, the eigenvalue problem for can be rewritten as
| 2.23 |
which we will refer to as the linear stability equation. We recall that the case corresponds to the original coordinates, while corresponds to the self-similar coordinates.
Remark 2.5
As mentioned, for , equation (2.23) corresponds to the stability equation in the original coordinates. In particular, for , this represents the Rayleigh stability equation for the 2D Euler equation at the vorticity level.
Definition 2.2
We say that the vortex is unstable if, for some , there exists satisfying with . Similarly, we say that is self-similarly unstable if, for some and , there exists satisfying with .
Non-Linear Stability Equation
Let us assume that such a (self-similarly) unstable vortex exists. We decompose the deviation into
where , and is the non-linear correction, to be determined. Namely, must satisfy the equation
| 2.24 |
which we will refer to as the non-linear stability equation, coupled with the initial condition
| 2.25 |
If we interpret as a forcing term, since the linear part decays as and the contribution of the quadratic term is expected to be negligible for short times, one can naively expect to gain a slightly faster exponential decay by exploiting the Duhamel formula. We recall that the case corresponds to the original coordinates, while corresponds to the self-similar coordinates.
Definition 2.3
We say that the (self-similarly) unstable vortex is also (self-similarly) non-linearly unstable if there exists solving (2.24) and (2.25) with
| 2.26 |
as .
Space of n-fold Symmetric Temperatures
In the previous sections we considered the linearization acting on the invariant subspace of purely n-fold symmetric temperatures. However, for the non-linear instability we will need to take into account the quadratic term, which introduces multiples of the original frequency n. For this reason, it is convenient to analyze within the larger space of temperatures which have zero mean and are n-fold symmetric
| 2.27 |
By writing the Fourier expansion of in polar coordinates ,
it follows that the n-fold symmetry (2.27) is equivalent to the vanishing of the indices k that are not multiples of n, and the zero mean condition for
Therefore, we can decompose into the orthogonal direct sum
| 2.28 |
of the invariant subspaces and given in (2.20) and (2.21), respectively. More precisely, by the Plancherel identity
| 2.29 |
we consider sums of elements for which (2.29) is finite.
Sketch of the Proof
In this section, we prove Theorem 1.2, as well as the following stronger version of Theorem 1.1.
Theorem 3.1
(Refined Sobolev non-uniqueness) Let and . There exist , a force f and uncountably many solutions to the -SQG equation with forcing f and initial datum such that
| 3.1 |
for every and satisfying .
Remark 3.1
The improvement is that, in Theorem 3.1, the force and the solutions belong simultaneously to all the Sobolev spaces corresponding to the red region in Figure 1. The condition will appear frequently in the proofs. Moreover, it guarantees that , which is sufficient to properly define the weak formulation at the level of .
Fig. 1.

Representation of the Sobolev spaces in terms of the variables 1/p and s. The green region corresponds to the well-posedness regime . The black segment corresponds to the critical line . The light red region corresponds to the (expected) non-uniqueness regime . The red area corresponds to the non-uniqueness with forcing, as established in Theorem 3.1, where is arbitrarily small. The red segment corresponds to Vishik’s non-uniqueness theorem (). In this context, the green point corresponds to the Yudovich well-posedness class
We take the opportunity to recall here Vishik’s result to facilitate comparison. Notice that, for , the solutions can be extended globally in time and thus (3.1) hold for all .
Theorem 3.2
(Vishik’s non-uniqueness theorem) Let . There exists a force
| 3.2 |
such that there are uncountably many solutions
| 3.3 |
to the 2D Euler equation starting from .
We begin with a general overview of the strategy. In short, the key observation is that a vortex that is self-similarly non-linearly unstable implies non-uniqueness. We first explain this idea succinctly and then outline the steps for constructing the vortex.
Firstly, we take the main solution as the self-similar vortex corresponding to . According to Definition 2.1, this means that the pair is given by the self-similar change of variables
| 3.4a |
| 3.4b |
in terms of . The force F is defined ad-hoc by
| 3.5 |
Remark 3.2
In Sect. 5, we choose a regularization parameter for , so that scales as . In Sect. 6, we show that the parameter b, which characterizes the separation rate of the nonunique solutions, can be chosen arbitrarily small. It is worth noting that making F small in (3.5) requires a trade-off between and b. This should be compared with the scenario in [2].
Secondly, according to Definition 2.2, for some and , there exists satisfying with . We define
where
Thirdly, according to Definition 2.3, there exists a correcting term
with satisfying (2.24) and
Therefore, the temperature
yields a different solution to the -SQG equation for . In Sect. 3.1, we rigorously prove Theorem 3.1 as a consequence of the properties of , , and , established in Theorems 3.4 and 3.5, along with the Sobolev scaling given in Proposition 2.2. Similarly, in Sect. 3.2, we prove Theorem 1.2 as a consequence of Theorems 3.3 and 3.5.
As introduced in Sect. 1.2, the proof of the existence of a self-similarly non-linearly unstable vortex is divided into three main steps: 1. Eulerian, 2. Self-similar, and 3. Non-linear instability. Furthermore, Step 1. is further divided into two intermediate steps: 1.1. Construction of a piecewise constant unstable vortex and 1.2. Regularization.
Next, we outline these steps, which allow us to establish Theorems 3.3–3.5. The proofs of these theorems form the core of this work and will be presented rigorously in Sects. 4–7.
Step 1. Instability in the Eulerian coordinates
The first step involves constructing an unstable vortex that is smooth and compactly supported in the original coordinates. In other words, we must solve the stability equation (2.23) for . Since the construction of these vortices has its own physical and mathematical interest, and in order to maintain consistency in notation, we will adopt the convention of using lowercase letters until we return to the self-similar variables.
Let be a vortex with corresponding velocity . By recalling Lemmas 2.1 and 2.2, the stability equation (2.23) for and reads as
| 3.6 |
where we have replaced , being the constant in the -Biot-Savart law (1.2). Observe that translates to . Therefore, (3.6) implies that must vanish wherever . Thus, we can write
in terms of some profile h. For that h, the equation (3.6) reads as
| 3.7 |
Thus, linear instability reduces to finding a vortex that admits a nontrivial eigenpair (h, z) of (3.7) with . We will show that this is indeed the case and therefore land in our first main result (recall Definition 2.2).
Theorem 3.3
For every , there exists an unstable vortex such that the corresponding eigenfunction satisfies .
Our proof of Theorem 3.3 is split into two steps.
Step 1.1. Piecewise constant unstable vortex
In Sect. 4 we construct an unstable vortex of the form
in terms of some parameters and , to be determined. For the sake of simplicity we fix
for some , to be determined. Firstly, we choose c making the mean of equal zero, and thus . This is equivalent to
| 3.8 |
Secondly, since
the linear stability equ.(3.7) turns into two conditions for the vector . This can be written as a linear system
| 3.9 |
where the matrix depends on the parameter and the frequency n, namely
| 3.10 |
with . By linear algebra, there exists an eigenvector with corresponding eigenvalue z if and only if z is a root of the characteristic polynomial .
For the 2D Euler equation () the coefficients of the characteristic polynomial can be computed explicitly. This allows us to obtain the existence of a non-trivial h by an elementary explicit computation. The case is considerably more intricate since the coefficients of the characteristic polynomial are not explicit, being given in terms of the integral evaluated at and 1. Furthermore, the situation is more delicate for SQG as diverges at 1. Fortunately, in this case there is an extra cancellation in that allows us to consider not only SQG but also the complete regime . In Sect. 4.1, we explicitly compute certain values and derive the precise asymptotics of in terms of the Gamma function. These results allow us to show that the discriminant of the characteristic polynomial satisfies (see Proposition 4.1)
for all and . Therefore, for some , and thus .
Remark 3.3
The zero-mean condition is imposed in the 2D Euler equations to ensure that the Hamiltonian remains finite. Although this condition is not strictly necessary for , it can be shown that the discriminant for a general vortex satisfies and vanishes if and only if the vortex has zero mean. Therefore, to complete our argument, it is convenient to work within the class for the full range of values.
Step 1.2. Regularization
In Sect. 5 we prove that there exists a smooth vortex , obtained by suitably regularizing from Step 1.1, which is also unstable for some small . Similarly to Step 1.1, now we need to solve the linear stability equ. (3.7) in the intervals for . To this aim, we first rescale variables around writing with . Next, we make the asymptotic expansions for eigenfunctions and eigenvalues. Namely, we write
for some profiles , and a constant , to be determined. The expansion of the operator
requires a more involved analysis compared to the one presented in [31]. We split into
On the one hand, the regular part can be expanded uniformly in , namely (see Lemma 5.3)
for some linear operator bounded in . On the other hand, the singular part can be expanded for as (see Lemma 5.4)
| 3.11 |
for another linear operator bounded in . Therefore, for we can follow [31]. We recall the argument here for the reader’s convenience. The linear stability equation
is rewritten as
| 3.12 |
where
Now the first step consists in “inverting” the operator . Unfortunately, since are the eigenvalues of A, the kernel and the image of are given by and . We bypass this obstacle by choosing y in such a way that the right hand side of (3.12) becomes “parallel” to (see Lemma 5.5). This allows rewriting the equation (3.12) appropriately to apply a fixed-point argument (see Proposition 5.1).
Notice that the expansion (3.11) degenerates as , inverting the roles of the main term and the error. In fact, we prove that, for (see Lemma 5.6),
where now
and is a linear operator bounded in . Here, is a suitably chosen mollifier (see Lemma 5.1). By decomposing
where and , the stability equation takes the following form (see Corollary 5.3)
Thus, in order to invert , we now need to ensure that the right-hand side is compatible with the zero-mean condition of . By selecting y and appropriately, we show that this condition holds (see Lemma 5.7). Finally, we apply a fixed-point argument (see Proposition 5.2).
Once is fixed, Theorem 3.3 holds for
From now on is fixed and thus we will omit for the sake of simplicity. Finally, we check that the eigenfunction satisfies in Proposition 5.4.
Step 2. Instability in self-similar coordinates
In order to prove that the unstable vortex is also self-similarly unstable, we follow Vishik’s argument. This requires decomposing the operator acting on , as
where is a family of linear operators that generate contraction semigroups and possess certain continuity with respect to the parameter b, and C is compact (See Proposition 6.2). By classical operator theory, this implies that the spectrum satisfies that, for any and ,
is finite and consists of isolated eigenvalues. Now, Step 1 provides an eigenvalue with positive real part for . Then, using the continuity with respect to the parameter b, it is possible to show that there must also be eigenvalues (of ) near for sufficiently small .
For the 2D Euler equation () this argument is applied to the decomposition
where and K are defined in (2.12). In this work, we check that K remains compact for all (see Lemma 6.5) and thus Vishik’s argument can be applied. For , the operator K is bounded but not compact. We bypass this obstacle by decomposing K into (see Proposition 6.3)
where the operator S is skew-adjoint, thus preserving the growth of the semigroup, and the operator C is a commutator that can be shown to be compact (see Lemma 6.6). Therefore, we can apply Vishik’s argument to the decomposition
As a consequence, we obtain the following result for (recall Definition 2.2):
Theorem 3.4
For every , there exist and such that the vortex from Theorem 3.3 is also self-similarly unstable and the corresponding eigenfunction satisfies .
The properties of the eigenfunction are proved in Proposition 6.4. Indeed, this proposition states that , as we address the possible loss of derivatives in the next step.
Step 3. Non-linear instability
The last step entails proving that is also non-linearly unstable. To this end, it suffices to prove that there exists solving (2.24) and (2.25) with
| 3.13 |
for all , for some and . Notice that we have replaced the space in (2.26) with the stronger weighted Hilbert space given by the norm
where is the standard radial weight
Moreover, we restrict to the space of n-fold symmetric temperatures, that is, . The purpose of introducing the weight is to control our solutions in general Sobolev spaces by taking m big enough (see Lemma 7.6). In the remainder of this section, we discuss the strategy for proving (3.13). The proof starts by making some a priori energy estimates. Namely, the Duhamel formula
where recall
gives that
over the time interval for which
| 3.14 |
This requires choosing m so that controls and . Hence, at this point, it would suffice to take . Note that we need to prove that actually exists in the space . Following the approach in [2, 31, 129, 130], we initialize the (self-similar) -SQG equation at time , for which both the initial data
and the forcing term are sufficiently smooth to define a (local in time) solution
In other words, for every , we consider the unique solution to (2.24) coupled with the initial condition (instead of (2.25))
Thus, we need to be a well-posedness function space for -SQG, which requires . Consequently, we obtain that (3.13) holds in this space, at least on a time interval .
To prove that the time of existence does not diverge to when , a bootstrapping argument is used in [2, 31, 129, 130]. As noted in the previous works, the bootstrapping argument does not work in Cartesian coordinates, but it does in polar coordinates, provided that the partial derivatives are estimated in the correct order. In this work, we realize that these inductive energy estimates can be extended to spaces with higher-order derivatives.
To this end, we need to express Cartesian derivatives in terms of polar coordinates. In fact, we use the relation
where are polynomials (see Appendix A.2). These partial derivatives need to be estimated in the following order
This suggests to consider the space endowed with the norm
which turns out to be equivalent to the norm (see Lemma 7.5)
Notice that, although , in general for due to the weight at the origin (see Lemma 7.4).
In the previous works for the 2D Euler equation [2, 31, 129, 130], the energy estimates were conducted for the global smooth solution starting at time . However, for the lack of global well-posedness makes it necessary to regularize the system in order to justify the energy estimates. Furthermore, standard regularization using mollifiers does not fit well with the weighted energy space . Instead, we used the regularization that comes from linearizing the equation. We consider the following linearized system. Starting from , we define recursively , for every , as the solution to
This iteration defines a sequence of global solutions, which can be shown to lie in (see Proposition 7.1). Then, we apply the inductive energy estimates on to gain extra decay (see Proposition 7.3). With this, we deduce that the time of existence in our iteration scheme does not collapse (see Corollary 7.1). Finally, by a standard argument, we verify that the sequence converges to a solution as and later . We obtain the following result (recall Definition 2.3):
Theorem 3.5
The vortex from Theorem 3.3 (respectively Theorem 3.4) is also (self-similarly) non-linearly unstable. Moreover, there exist and such that the correcting term is n-fold symmetric and satisfies with
for all .
Proof of Theorem 3.1
Coming back to the original coordinates, Theorems 3.4 and 3.5 imply that the temperature
where we recall that
is a solution to the -SQG equation with the same initial datum and (radial) force
By applying the regularity obtained in Theorems 3.4 and 3.5, the Sobolev scaling (Proposition 2.2) and the embedding (Lemma 7.6) applied to , we get
These equalities, in combination with (2.8) and Corollary 2.1, imply (3.1) with . By the reverse triangle inequality for and , we deduce that for different values of , we obtain different solutions
If , the right-hand side is positive in a sequence of times as . If , we can assume from the beginning that W is real-valued. Otherwise, it would suffice to take its imaginary part instead. This allows us to conclude that whenever .
Proof of Theorem 1.2
We consider the n-fold symmetric temperature
as obtained from Theorems 3.3 and 3.5. Here we have , and thus . It follows that satisfies the conditions in Theorem 1.2. By shifting the time interval, we can assume that .
The Golovkin Trick
In a recent preprint [61], Dolce and Mescolini revived a clever trick from Golovkin [82] which allows proving non-uniqueness once self-similar instability is established at the linear level. As the authors point out, the trick appears to work for quadratic PDEs. Here, we revisit this trick in the context of the -SQG equation for the reader’s convenience.
Once Steps (1)-(3) have been completed, we have a self-similarly unstable vortex and the corresponding eigenvalue and eigenfunction solving , with which we define . Then, we consider the two temperatures
| 3.15 |
It is straightforward to check that and solve the (self-similar) -SQG equation (2.3) with the same initial condition
and the Golovkin force
where F is the Vishik force (3.5). The smoothness of the solutions allows us to conclude Theorem 3.1 through the Sobolev scaling (Proposition 2.2). Vishik’s and Golovkin’s forces differ in several aspects. On the one hand, F is radially symmetric and self-similar, while G is n-fold symmetric and depends on due to the quadratic term. On the other hand, for , while G is not.
Piecewise Constant Unstable Vortex
In this section we construct a piecewise constant unstable vortex. To this end, we need to solve the linear stability equation (3.7)
| 4.1 |
for some profile h and eigenvalue z with , to be determined.
The kernel
In this section we analyze the parametric integral
| 4.2 |
see Remark 2.4 for the last equality. The function (4.2) is well defined and smooth for all with . Notice that as . However, the analysis of the behavior near is rather cumbersome and takes a few technical lemmas. For our purposes, it will be enough to focus on the range
The proofs of the following lemmas will be carried out for . However, in the statements, we will also include the case since the formulas extend to this case. In fact, the kernel can be computed explicitly (see [31, Appendix])
| 4.3 |
In the first lemma, we compute the limit of as explicitly. The proof is simpler for , but we include the general case to address any n-fold symmetry in Theorem 1.2. Continuity follows immediately from the dominated convergence theorem, but computing is more involved and requires the use of certain combinatorial identities, as well as properties of the Beta and Gamma functions.
Lemma 4.1
Let . For , the function is continuous at . Moreover,
where
and, for ,
For , it holds that
Proof
For , the integrand inside is integrable at , namely, by elementary trigonometric identities,
| 4.4 |
Then, we apply that , where
is the Chebyshev polynomial of degree 2n. Hence, by making the changes of variables and , we get
| 4.5 |
where B is the Beta function. By applying the identity
we get,
| 4.6 |
where is the following polynomial of degree n
In the last equality, we have applied that
where we have separated the cases and for in the second equality.
Next, we claim that we can express simply as
| 4.7 |
where is a constant, to be determined. Since both and are polynomials of degree n, it is sufficient to check that the roots of are the same as , namely for . Notice that we can write that
| 4.8 |
where and, for any ,
is a polynomial of degree m. The last equality is trivial for . The case follows by checking that some numerators and denominators cancel out. The case is symmetric.
Since the first derivatives of the polynomial
vanish at , it follows that
for any polynomial of degree strictly less that n. In particular, for any . For , since we can decompose
where is a polynomial of degree strictly less that n, we deduce that
Thus, since
we determine the constant in (4.7)
Therefore, we have
| 4.9 |
Next, by applying the identities
we get
This implies that
| 4.10 |
For , by expanding in Taylor series
it is clear that the second term is finite, while the first one diverges to infinity as .
In the next two lemmas we study the behavior of near for and , respectively.
Lemma 4.2
Let and . There exists such that
for all . Therefore,
Proof
For and , we can differentiate under the integral sign
This can be bounded by
The first term A can be bounded easily. For the bad term B, by making the changes of variables and , we estimate
Notice that for the function is Lipschitz at (see (4.3)). Finally, we apply the fundamental theorem of calculus.
The next lemma was proven in [27, Lemma 4.12]. Here, we present a more direct proof for the reader’s convenience.
Lemma 4.3
Let . There exists such that
for all .
Proof
We split
By the dominated convergence theorem, it is easy to check that . In fact, which is analyzed in more detail in Lemmas 4.4 and 4.5. For the bad term B, by making the changes of variables and , we compute that
where C is a smooth function. In the last equality we have used the formula
which implies that
Finally, we take .
The rest of this section will be devoted to analyzing the operator
| 4.11 |
which is now well defined at for thanks to the extra cancellation in the numerator.
Lemma 4.4
Let . For , the function is continuous at . Moreover,
For , it holds that
Proof
For , the integrand inside is integrable at . As we saw in Lemma 4.1, we can compute that
which is indeed valid in the full range . On the one hand, . On the other hand, for , we have for all , and thus
while for , we have for all , and thus
For , we have for all , and thus
By applying the product rule, we deduce that
Hence,
For , by expanding the cosine functions in the integrands in Taylor series,
it is clear that the second term is finite, while the first one diverges to infinity as .
Lemma 4.5
Let . For , the function is differentiable at . Moreover,
For , the function is twice differentiable at . Moreover,
For , it holds that
Proof
For any , we can differentiate under the integral sign
The integrand can be bounded by
which is integrable for any . Thus, we can apply the dominated convergence theorem in the limit to get
where in the last equality we have applied the identity By differentiating under the integral sign again, we get
| 4.12 |
For , by applying Lemma 4.4 and the dominated convergence theorem, we deduce that
For , the second integral in (4.12) is finite, while the first term diverges to infinity as by Lemma 4.4.
Ansatz
Given some parameters and to be determined, we consider the piecewise constant profile
| 4.13 |
where we have chosen c satisfying
| 4.14 |
In this case has zero mean and
For the sake of simplicity we fix
for some , to be determined. In the next section we will use again the letters and to make the notation more compact. In any case, (4.14) reads as
| 4.15 |
Under our ansatz, it remains to solve the equation (4.1) at the points . This imposes two conditions on the vector , represented by the following linear system:
with
| 4.16 |
where we have applied (4.15) and the identity
Recall that , and are well defined for any .
In order to find an eigenvector we need to solve , which is a quadratic equation in z. Since A is real valued, one of its roots satisfies if and only if its discriminant is strictly negative. In the next lemma we compute in terms of the parameter and the functions and .
Lemma 4.6
The discriminant of the characteristic polynomial satisfies that
Proof
We compute
where
and
Therefore,
as we wanted to prove.
Notice that for . Thus, from now on we consider the case .
Proposition 4.1
For every and , there exists such that . Therefore, there exist an eigenvalue with and an eigenvector solving .
Proof
Fixed n and , we know from Lemma 4.1 that there exist and such that
| 4.17 |
for all . Thus, in these range of ’s, it follows from Lemma 4.6, that if and only if
or, equivalently,
| 4.18 |
where we have abbreviated
By Lemma 4.4, we have
| 4.19 |
In light of (4.17) and (4.19), to conclude (4.18) it is enough to check that is strictly increasing on an interval for some . We start by computing the first derivative
By applying Lemma 4.5, we deduce that
Next, we compute the second derivative:
Finally, we apply Lemmas 4.4 and 4.5 again. For , we have
For , we have
This concludes the proof.
Regularization
In this section we prove Theorem 3.3. To this end, we show that there is a regularization , for some small , of the piecewise constant vortex that we constructed in the previous section, that is also unstable. As we explained in Sect. 3, it is convenient to regularize in such a way that also has zero mean. To this end, we take a mollifier with satisfying the properties of the following lemma:
Lemma 5.1
There exists such that
Proof
Let satisfying
We consider the even function defined on (0, 1) by
Notice that . The mean of equals
Since is even, we have
The second momentum of also vanishes
This concludes the proof.
Next, we use to regularize . We rewrite (4.13) as
Let , to be determined. This reformulation allows mollifying without modifying its value at , namely we define
| 5.1 |
where is the usual approximation of the identity
By definition, is smooth and agrees with outside Therefore, since
it remains to find an eigenvalue with and a profile satisfying the linear stability equation (4.1)
| 5.2 |
Rescaling
In this section we zoom into each interval through the change of variables
for and . From now on we will denote that
order to make the notation more compact. In the next lemma, we use the conditions on the momenta of .
Lemma 5.2
(Rescaling of ) It holds that
for . Moreover, has zero mean.
Proof
By differentiating (5.1), we obtain the first claim,
Hence, by applying Lemma 5.1, we deduce that
where the last equality follows from (4.14). The second claim is also proved.
We expand in each interval as
for , and for some profiles to be determined. Here is the eigenvector we found in Proposition 4.1. Typically, we will deal with and will speak of to deal with both equations simultaneously. Similarly, we expand
for some , to be determined. Here z is the eigenvalue we found in Proposition 4.1.
For these and , the linear stability equation (5.2) is rewritten as
| 5.3 |
where
Recall that we have used the change of variables and .
Expansion of
We decompose
into
| 5.4 |
with , and
| 5.5 |
Notice that
| 5.6 |
for any constant vector . The operator can be treated uniformly in as done in the following lemma. As a corollary, we obtain a simplification of the linear stability equation.
Lemma 5.3
(Expansion of ) Let . It holds that
where, for ,
| 5.7 |
and is uniformly bounded in . Moreover, for any ,
where A is the matrix in (4.16).
Proof
Recall that and that the kernels are smooth away from , while is by Lemma 4.5. Thus, all the functions in (5.4) multiplying f are in and the first statement follows. The second statement is a direct consequence of the definition of and that of A in (4.16), together with .
Corollary 5.1
For , the linear stability equation (5.3) can be rewritten as
| 5.8 |
Proof
Since , by applying (5.6) and Lemma 5.3, we deduce that
On the other hand,
Finally, we apply that , thus canceling the zero-order term.
The operator is however more delicate, and needs to be analyzed separately for or .
Case
Lemma 5.4
(Expansion of ) Let . It holds that
where
and is uniformly bounded in .
Proof
It follows by expanding around the functions in (5.5) multiplying f. Firstly, notice that the factor
is smooth in . Secondly, for the kernel , we apply Lemma 4.2 for
More precisely, we have
which implies that is bounded.
Corollary 5.2
For , the linear stability equation (5.8) can be rewritten as
| 5.9 |
where
Proof
Inverting the Linear Operator
Notice that we can split
where
Notice that D is a diagonal operator, and therefore is invertible, and that C is constant valued, that is, . The next lemma takes advantage of this structure to reformulate the linear stability equation in order to find the corresponding eigenvalue with positive imaginary part. The proof is analogous to [31, Lemma 4.4]. Since it is brief, we recall it here for the sake of completeness.
Lemma 5.5
For , the linear stability equation (5.9) is equivalent to
| 5.10 |
where
| 5.11 |
with
and is arbitrary.
Proof
Let f be given as in (5.11). We write the unknown g as
in terms of some , to be determined. Then, g solves (5.9) if and only if solves
| 5.12 |
Since with D diagonal and C constant valued, we deduce that must be a constant vector. Therefore, A is acting on constant vectors in (5.12), and it is thus given by (4.16). Since , , and is a basis of , we take
in terms of some , to be determined. Notice that
| 5.13 |
Hence, multiplying (5.12) by , we get the compatibility condition for y
Notice that since is a basis of . On the other hand, multiplying (5.12) by , and using (5.13), we can determine from the equality
The proof of the lemma is concluded.
Since is arbitrary, we will take for simplicity.
Fixed Point Argument
For the equation (5.10) is explicit for (g, y) and thus we can find a solution . For small we will apply a fixed point argument. The proof is again analogous to [31, Proposition 4.5].
Proposition 5.1
Let . For every there exists satisfying that: for every there exists solving (5.10) with . In particular, for .
Proof
We fix . Let us denote by F the map on the right-hand side of (5.10), that is, we rewrite this equation compactly as
For , the functional F is constant, namely, . Since all the operators involved in F are bounded, depend continuously on at zero, and , there exists such that F maps the ball of into itself. Moreover, we can choose such that F becomes a contraction on . Then, we can apply the classical Banach fixed point theorem to find our required solution.
Case
Lemma 5.6
(Expansion of ) For ,
where
and is uniformly bounded in .
Proof
By Lemma 4.3, we have
Since the convolution operator associated with is bounded in , the uniform bound for follows.
Due to the scaling, it is natural to decompose
| 5.14 |
for some and , to be determined.
Corollary 5.3
For , the linear stability equation (5.3) can be rewritten in terms of the ansatz (5.14) as
| 5.15 |
From the definition of , a necessary condition for solving (5.15) is that the right-hand side multiplied by has zero mean.
Inverting the Linear Operator
Notice that we can split where
As before, D is an invertible diagonal operator, and C is constant value.
Lemma 5.7
For , the linear stability equation (5.15) is equivalent to
| 5.16 |
where is given by
, and are arbitrary. Moreover, .
Proof
We need to solve (5.15), that is,
Similarly to Lemma 5.5, we can write in the basis as
and thus
Therefore, we need to solve
This equation determines and y as in the statement of the lemma.
Fixed Point Argument
Similarly to Proposition 5.1, we can apply a fixed-point argument to the SQG for. The proof is analogous, and we therefore omit the details. We denote the solution to (5.16) for when by .
Proposition 5.2
For every there exists satisfying that: for every there exists solving (5.16) with . In particular, for .
Once is fixed, we take the vortex
From now on the smooth vortex is fixed and thus we will omit for the sake of simplicity.
Properties of the Vortex
We conclude this section by deriving some properties of the vortex , the corresponding velocity field , and the eigenfunction , that will be useful in the next sections. The next proposition will be applied in the proof of Proposition 6.4.
Proposition 5.3
There exists a constant C and a smooth function G such that
for . In particular,
where
Proof
By Lemma 2.1, we have
| 5.17 |
where we have applied Remark 2.4, namely,
Since outside , we deduce that
where . Thus, the fundamental theorem of calculus implies that
Finally, G is smooth since is smooth away from .
The next lemma will be applied in Sect. 7.7.
Lemma 5.8
For every ,
Proof
By construction, and has zero mean. In particular, , thus for all . Therefore, . Hence, the statement holds in the annulus . It remains to analyze the behavior near the origin and at infinity. By changing variables in (5.17) we deduce that
The integrand vanishes outside , and in outside the annulus . Thus, for any we can differentiate under the integral sign. By applying the Leibniz rule, we get
Notice that all the integrals in the above sum can be expressed as
The proof is concluded since is bounded away from .
The next proposition will be applied in the proof of Theorem 3.5. Recall that the eigenfunction is given by , where is the profile we found in the previous section.
Proposition 5.4
The eigenfunction satisfies with .
Proof
Notice that outside the interval . Let us check that it is smooth inside the interval . By construction, satisfies the eigenvalue equation (2.23) for
| 5.18 |
where . Notice that the last integrand in (5.18) is supported on . For , the expansion provided in Lemma 4.3 implies that the integral operator in (5.18) gains a derivative in . Since we can invert the diagonal operator multiplying to conclude that . Using a bootstrapping argument, we further deduce that for any . The cases are even more favorable, as the kernel becomes more regular as decreases as stated in Lemma 4.2.
Remark 5.1
In the next section, we prove that is unstable in self-similar coordinates using Vishik’s spectral argument and semigroup theory. This approach could be avoided if one were able to solve the -Rayleigh stability equation (2.23) directly for . Given the simplicity of our vortex, this seems approachable but it could require substantial additional work. We are grateful to the anonymous referee for this interesting observation.
Self-Similar Instability
In this section we prove Theorem 3.4, and provide growth bounds of the semigroup generated by . From now on we consider fixed.
The Linear Operators
We split the linearization of the self-similar -SQG equation around into
where is the transport operator
and K is the operator
Here, is the vortex from Theorem 3.3, and is the corresponding velocity field. The domain of K is , and the domains of and are
Thus, the operators under consideration are closed and densely defined in . We recall that in Sect. 2.2, we verified that is invariant under and K for every . The reason for considering the direct sum
is that the quadratic term in the -SQG equation lacks invariance in , but it is invariant in . The invariance in follows from the following identity (see (2.27) and (6.6))
More specifically, in Sect. 7 we will need the growth bound of the semigroup generated by acting on the full space .
As we mentioned in the introduction, one of the key points in Vishik’s spectral analysis [129, 130] (as well as in [2, 31]) for the 2D Euler equation () is the fact that K is compact. This still holds for , but no longer for (see Sect. 6.4). In Sect. 6.6, we show how to overcome this difficulty by appropriately decomposing the operator K.
Spectral Analysis
In this section, we present the part of the analysis that is common to both cases: and . For this purpose, we recall some classical results in Operator theory that will be useful during the analysis. We consider linear operators acting on some Hilbert space H, where D(A) is the domain of A. For a fixed H, we denote by and the space of bounded and compact operators, respectively. In the next sections we will consider .
Firstly, we recall the stability of strongly continuous semigroups under bounded perturbations, which can be found in [68, Chapter III, Bounded Perturbation Theorem].
Proposition 6.1
Let A be a linear operator on H generating a strongly continuous semigroup, and Then, generates a strongly continuous semigroup.
For the proof of Theorem 3.4, we will decompose the operator into an operator that satisfies a series of properties detailed in the proposition below, and a compact operator C. The proof of this proposition can be found in Appendix A.1 and follows the same argument as in [2, 31]. We recall it here for the convenience of the reader. We remark that although this proposition could be further generalized, we choose to present the version that is most useful for our purposes. See Appendix A.1 and [68] for more details on operator theory and definitions. In particular, see Definition A.1 for the notion of contraction semigroup and (A.1) for the definition of the growth bound .
Proposition 6.2
Assume that the following conditions hold:
- Let be a family of linear operators on H generating contraction semigroups. Suppose that for any fixed and , the map
is continuous from to H.6.1 Let C be a compact operator on H.
- Let . Suppose that there exists with and such that
Then, for every , there exist with and for some such that
Furthermore, for every there exists such that
for all .
Proof
See Appendix 8
Therefore, to prove that the vortex is also self-similarly unstable, it will suffice to verify that the conditions (1)-(3) are satisfied for a suitable decomposition of .
The Transport Operator
In this section, we show that the operator satisfies the condition (1) in Proposition 6.2. Although the proof is the same as in [31], we recall it here for its brevity and for the convenience of the reader.
Lemma 6.1
The operator generates a contraction semigroup with
| 6.2 |
for all . Furthermore, for any and , the map
is continuous from to .
Proof
Notice that the velocity field is Lipschitz. Hence, the first statement follows from the Cauchy-Lipschitz theory applied to the transport equation. In fact, it is well-known that the solution to the transport equation is given by
| 6.3 |
where is the flow map
| 6.4 |
For the second statement, by solving the ODE
we deduce that the Jacobian of the flow map equals
| 6.5 |
Therefore,
where . Due to (6.3), the second statement follows from the fact that the flow map defined in (6.4) is continuous in b, which is a consequence of the continuity of in b. More rigorously, we first prove the continuity in b for by applying pointwise convergence followed by the dominated convergence theorem. Then, we extend the result to the entire domain by density.
The Bounded Operator K
Analogously to the 2D Euler equation () we check that the -Biot-Savart law (1.2) can be extended, for any , within the subspace . This is possible thanks to the following proposition. By slight abuse of notation, we will continue to denote the -Biot-Savart operator as .
Lemma 6.2
There exists such that
for any and , where for any .
Proof
Let . Firstly, by applying the Plancherel identity to the -Biot-Savart law
we deduce that
Secondly, by applying the n-fold symmetry (2.27), we deduce that
| 6.6 |
Therefore, by integrating V on the ball , we get
from which we deduce that
| 6.7 |
Thus, if we apply the fractional Poincaré inequality (see e.g. [128]), we deduce that
for any .
We take the opportunity to derive a lemma that will be helpful later in Sect. 7.
Lemma 6.3
Suppose . There exists such that
for any , where .
Proof
Let . By the Morrey inequality we have that . In particular, V and are continuous. Therefore, dividing both sides of (6.7) by and letting , we deduce that . Consequently, by integrating DV over the segment with endpoints 0 and X we get
Similarly, by the n-fold symmetry of (recall (2.27)), we have that
thus we conclude that . Hence, as before,
Case
In this section, we prove that is self-similarly unstable for the cases . To this end, we will apply Proposition 6.2 to
Lemma 6.4
The operators satisfy the condition (1) in Proposition 6.2.
Proof
By applying Lemma 6.1 and the fact that the identity is a bounded operator, Proposition 6.1 implies that generates a strongly continuous semigroup. Then, for any , there exists a unique global solution to
By applying the identity (recall )
the following energy estimate shows that is a contraction
In the last inequality we use our choice of (recall (2.8)). We remark that the same inequality is obtained in the full domain by density. The continuity in b follows analogously to that of the operator in the proof of Lemma 6.1.
Secondly, we check that satisfies condition (2) in Proposition 6.2.
Lemma 6.5
The operator K is compact in for .
Proof
It follows by applying Lemma 6.2 and the (fractional) Rellich-Kondrachov Theorem (see e.g. [58, Sect. 7]). Recall that with smooth and compactly supported.
Finally, notice that condition (3) in Proposition 6.2 was proved in Theorem 3.3. Since we have verified conditions (1)-(3), Proposition 6.2 implies that is self-similarly unstable.
Case
In this section, we prove that is self-similarly unstable for SQG. In this case we cannot apply Proposition 6.2 to since K is not compact for . We bypass this obstacle by decomposing K into a skew-adjoint operator S, which preserves the growth bound of the semigroup, along with a commutator C, which turns out to be compact.
Proposition 6.3
It holds that
where S is a skew-adjoint operator, and C is the commutator
| 6.8 |
Proof
This follows by integrating by parts:
Therefore,
where
By definition, we have
| 6.9 |
This property is equivalent to being skew-adjoint.
We will apply Proposition 6.2 to
Lemma 6.6
The commutator (6.8) is compact in .
Proof
It is well known that C is a smoothing operator in (see e.g. [123]). Therefore, it is compact when restricted to for bounded subsets . In order to extend the compactness to the whole plane, we will exploit the fact that is smooth and has compact support , with . We split the commutator into
where
On the one hand, notice that is the Riesz transform of
Therefore, for any , we have
where in the second line we applied that
Observe that
On the other hand, since vanishes outside the support of , we have
These estimates allow us to conclude that C is compact on the whole plane. Let be a sequence that is uniformly bounded in . Since C is compact when restricted to for bounded subsets , by a diagonal argument, we can extract a subsequence of that converges to some D in on any ball . By relabeling if necessary, we denote this subsequence by , with a slight abuse of notation. Let . Since is uniformly bounded in , the bounds we obtained for and ensure that we can take big enough such that
uniformly in n. Once N is fixed, we can take big enough such that
for all . Therefore, in . We have proved that C is compact in , and thus also in .
Lemma 6.7
The operators satisfy the condition (1) in Proposition 6.2.
Proof
By applying Lemma 6.4 and that , Proposition 6.1 implies that generates a strongly continuous semigroup. Similarly to the proof of Lemma 6.4, but now applying that S is skewadjoint (recall (6.9)), the following energy estimate on shows that is a contraction
In the last inequality we use our choice of (recall (2.8)). The continuity in b follows analogously to that of the operator in the proof of Lemma 6.1.
Since condition (1) has been verified in Lemma 6.7, condition (2) in Lemma 6.6, and condition (3) in Theorem 3.3, Proposition 6.2 implies that is self-similarly unstable.
The Eigenfunction
In this section we prove that the eigenfunction
associated with the eigenvalue appearing in Proposition 6.2 is smooth and compactly supported.
Given , we fix satisfying
| 6.10 |
Thus, from now on, we will denote W and instead of and to alleviate the notation.
Since is invariant under and
each (non-zero) projection is also an eigenfunction. For , since reads as
We necessarily have that . Therefore, for some . Moreover, since is finite dimensional (see Lemma A.2), is null for all but a finite number of (non-zero) j’s.
Proposition 6.4
Let with . Then,
with . Moreover,
for all , where is a constant, and C and U(R) are given in Proposition 5.3.
Proof
The self-similar stability equation (2.23) can be rewritten as
| 6.11 |
We remark that (6.11) is well defined since by construction. On the interval , we have . Thus, solves an ODE that can be solved explicitly by applying the formula for from Proposition 5.3. We obtain that, on the interval , it holds that
for some new constant . On the interval , since , we deduce that
In this case, since and by (6.10), necessarily . As a consequence, we have . We have checked that is smooth outside the interval . Let us check that it is smooth inside the interval . Notice that the last integrand in (6.11) is supported on . Hence, it follows from (6.11) that . By bootstrapping, the same formula allows us to prove that for any .
Non-Linear Instability
In this section we prove Theorem 3.5. We emphasize that the proof works for , which establishes the Sobolev non-uniqueness result (Theorem 3.1), as well as for , which demonstrates the existence of unstable vortices exhibiting non-uniqueness at (Theorem 1.2). In this section, is fixed (except for the definition of and the results related to its properties) and a corresponding b is also fixed in the regime
| 7.1 |
In order to prove Theorem 3.5, we construct a sequence of approximate solutions to (2.24) that satisfy the decay condition (2.26) uniformly in both k and q, and then we pass to the limit in a suitable Sobolev space. Indeed, we consider the weighted Hilbert space given by the norm
where is the standard radial weight
Firstly, for every , we consider the unique solution to (2.24)
| 7.2 |
coupled with the initial condition (replacing (2.25))
| 7.3 |
The local existence and uniqueness of this solution is guaranteed by [35]. We recall that for , in the original system of coordinates, we have that
is a solution to the -SQG equ. (1.1) with the initial condition
| 7.4 |
where , and with the forcing
| 7.5 |
The corresponding solves (7.2) and (7.3).
Secondly, for every , we recover as the limit of the following iterative scheme. Starting from , we define for any by
| 7.6 |
coupled with the initial condition
| 7.7 |
Remark 7.1
On the one hand, since (Theorem 3.3) and (Proposition 5.4 for , and Proposition 6.4 for ), the initial datum satisfies . On the other hand, for , the force (7.5) remains smooth and compactly supported for all . Recall that for . Moreover, by construction, both the initial datum and the force have finite Hamiltonian. Therefore, for all k, q, the solution to this linearized system belongs to for all .
As we explained in the intro, the use of the Duhamel formula allows gaining extra exponential decay, but at the cost of having to control the bound under a stronger norm. In Sect. 7.2 we introduce the energy space . Since we need to work in (instead of ) we must ensure that our approximate solution remains in this space globally in time.
Proposition 7.1
Let . For every , the unique solution to (7.6), (7.7) satisfies
Moreover, remains compactly supported.
Proof
We will prove it in Sect. 7.3 after introducing the space .
Due to Proposition 7.1 and recalling (7.7), given some fixed in the regime
we can define to be the largest non-positive time such that
| 7.8 |
for any . The purpose of the notation will become clear later in the text. Our task is to show that the times satisfying (7.8) do not diverge to as . For this purpose, we will use a bootstrapping argument to improve the bound (7.8). This is the content of the following lemma, whose proof will take most of this section.
Lemma 7.1
There exists , independent of k and q, such that
| 7.9 |
for all .
Proof
We will prove it in Sects. 7.4-7.8.
As a corollary of this lemma, we obtain the required lower bound for .
Corollary 7.1
It holds that
| 7.10 |
Proof
We prove it by contradiction. Suppose that . Then, there must exist a sequence satisfying
| 7.11 |
as . We can assume, without loss of generality, that
| 7.12 |
Otherwise, it would suffice to replace by the p that minimizes (7.12). By definition of in (7.8), we have
| 7.13 |
Hence, by combining (7.9) with (7.13), we get
which contradicts (7.11), due to .
In the next section, we show how Theorem 3.5 is proven once we know that (7.10) holds. Therefore, in order to conclude it will remain to check Lemma 7.1.
Proof of Theorem 3.5
Firstly, we take the limit , to recover the solutions . By the embedding (see Lemmas 7.4 and 7.5) and (7.8), these solutions satisfy
for all , with by Corollary 7.1. Secondly, we take the limit . With this regularity, the sequence converges to a solution of (2.24), which satisfies
for all . Notice that the Hamiltonian remains finite since the sequence of classical solutions satisfy the Hamiltonian identity, which provides a uniform bound in k due to Remark 7.1.
Weighted Energy Space
As we explained in Sect. 3, it will be necessary to switch between Cartesian and polar coordinates. The following lemmas relate the partial derivatives of any order in both coordinate systems. We present a proof in Appendix A.2 for completeness.
Lemma 7.2
(From Cartesian to Polar derivatives) For any multi-index with , it holds that
where is a |K|-homogeneous polynomial.
Lemma 7.3
(From Polar to Cartesian derivatives) For any multi-index with , it holds that
where is a |K|-homogeneous polynomial.
Given , we define the energy subspaces and of given by the norms
where in Cartesian coordinates. In Lemmas 7.4 and 7.5 we will see that indeed
as well as other embeddings that will be crucial during the energy estimates. Notice that , while in general for .
Embeddings
Note that the inequality
| 7.14 |
follows by the definition of . Indeed, and, for any , .
Lemma 7.4
For any and ,
| 7.15 |
In particular,
Proof
Note that the case follows directly by the definition of . We start by proving the case . Since , it is enough to see that for every . Therefore, we let and apply the Leibniz rule
Note that, since , we have for . We deal with these cases separately. If , then
If or we have or , respectively. Therefore, since ,
Lastly, if or we have , thus, by (7.14),
We now proceed inductively on |K|. Let and suppose that (7.15) holds for every with . Take with , then
where plays the role of .
Lemma 7.5
It holds that
Moreover,
Proof
To prove the equivalences of norms we prove the following sequence of inequalities:
To prove we use Lemma 7.2 to write
for any and then apply the definition of .
The inequality is trivial. For the inequality let and use Lemma 7.3 to write
Then the inequality follows by using the definition of since .
Finally, follows by decoupling
for any , and then applying Lemma 7.4.
The next lemma relates with classical Sobolev spaces. The embedding is not optimal, but since m is arbitrarily large, we present a simple version that is enough for our purposes.
Lemma 7.6
For all ,
Proof
Let . On the one hand, for any ,
with for . Therefore, for all . On the other hand, since , the Morrey inequality implies that . Hence, by interpolation, we have for all .
In the next lemma, we show that is compact in for bounded subsets and arbitrary , where is given as but replacing by .
Lemma 7.7
The embedding is compact for any bounded subset .
Proof
Given and , we denote
On the one hand,
On the other hand,
Therefore, . The statement follows by applying that the embedding is compact. The weight does not play any role here.
Next, we check that the vortex and eigenfunction belong to these weighted energy spaces.
Lemma 7.8
It holds that
Proof
By construction, we have that with constant on .
Lemma 7.9
There exists such that
for all .
Proof
Recall that (see Sect. 6.7). The statement follows by Proposition 5.4 for , and by Proposition 6.4 for .
We conclude this section by controlling the norm of the velocity , namely
| 7.16 |
This follows from the following lemma in combination with Lemmas 7.4- 7.6:
Lemma 7.10
For and , there exists such that
For and , there exists such that
Proof
For , simply by the Morrey inequality. For , we bound
We split into and . Let . In the exterior domain,
In the interior domain,
Now let . In the exterior domain,
In the interior domain,
with for .
Proof of Proposition 7.1
We begin by writing equation (7.6) in terms of the deviation in the original coordinates
| 7.17 |
coupled with the initial condition (7.7)
where we have abbreviated
and also
Notice that and correspond to step q, while and refer to step . When it is not clear from the context, we will use the superscript q again. We remark that for , we were already in the original variables and therefore do not need to change to lowercase letters. By a slight abuse of notation, we denote both cases using lowercase letters since the proof is exactly the same.
By Remark 7.1, the solution to (7.6) in physical variables satisfies
| 7.18 |
for all . Moreover, this solution remains compactly supported.
Next, we perform energy estimates in the weighted energy space . To avoid the singularity at , we will carry out the energy estimates uniformly with respect to a parameter that desingularizes the weight . We notice that for this desingularization would not be necessary since the initial datum is constant in a neighborhood of the origin.
Given a multi-index , we deduce from (7.17) that
where with
Since we have (7.18) and , we can integrate by parts to deduce that
where we have applied that is divergence free.
Concerning , since vanishes outside an annulus, we have
where C depends on , m, k, q, and T, but not on .
Concerning , by applying
we split with
The term can be bounded by
where C only depends on m. The velocity term can be bounded by (Lemma 6.3). Concerning , by applying the Leibniz rule, we get
The terms with multi-indices are bounded by
The first term is bounded by . The second term can be bounded, by splitting the integral into the regions and , as follows
If , necessarily and thus
Summing over all multi-indices K, we deduce that the semi-norm
satisfies the bound
where P is a polynomial. By applying the Grönwall inequality, we deduce that
| 7.19 |
Finally, by applying Lemma 7.9
we deduce, by passing to the limit in (7.19), that
for all . Therefore, by applying the Aubin-Lions lemma (recall Lemma 7.7) and that is compactly supported, we deduce that
for all .
Baseline estimate
In this section, we improve the exponential decay of . In the next sections, we will use this baseline estimate to address the -norm for the proof of Lemma 7.1.
Lemma 7.11
There exists such that
| 7.20 |
for all .
Proof
The solution to (7.6) satisfies the Duhamel formula
By applying (7.14) and (7.16), we estimate
Thus, by applying Lemma 7.9 for , and the bound (7.8) for , we get
for all . Finally, by Proposition 6.2, for some fixed and , we have
| 7.21 |
for all .
Inductive Energy Estimates
In this section we deal with the weighted norms appearing in the -norm for the proof of Lemma 7.1. We start by rewriting (7.6) as
| 7.22 |
where we have abbreviated
| 7.23 |
and also
| 7.24 |
Notice that and V correspond to step q, while and refer to step . When it is not clear from the context, we will use the superscript q again.
We start by proving that it is possible to improve the bound of the weighted norm in by using the baseline estimate in .
Lemma 7.12
There exists such that
| 7.25 |
for all .
Proof
By applying that , and , we deduce that
Hence, multiplying (7.22) by , we deduce that
| 7.26 |
where with
Multiplying (7.26) by and integrating over , we deduce that
where we have applied Proposition 7.1, that the velocities are divergence free, , and that by (2.8). Therefore, the Grönwall inequality implies that
For the first term, since is smooth and supported in a ball of radius , by applying Lemmas 6.2 and 7.11, we get
For the quadratic term , by applying Lemmas 6.3, 7.4 and 7.5, and the bound (7.8), we get
Similarly for the other quadratic term , by applying also (7.16) and Lemma 7.9, we get
We conclude the proof by applying (7.1).
We continue by improving the bound of the weighted partial derivatives in . In general, we want to estimate terms of the form
where is a multi-index and is the corresponding partial derivative in polar coordinates
To simplify the notation, we will omit the subscript when working with partial derivatives in polar coordinates. The subscript X will be used for partial derivatives in Cartesian coordinates to distinguish them from the previous case.
In the next proposition, we prove an energy estimate that holds for all multi-indices J.
Proposition 7.2
(Energy estimate) For any multi-index J with , it holds that
for all , where we split
into the radial term
the commutator term
and the quadratic term
Proof
Firstly, recall that
By applying the Leibniz rule on the radial variable, we get
| 7.27 |
The first term corresponds to , and the second to (which equals zero when ). The remainder terms vanish because for .
The identity
| 7.28 |
combined with (7.27), implies that
Secondly, recall that
By again applying the Leibniz rule on the radial variable, we get
Therefore, splitting into the term with and the terms with , we get
Therefore, we deduce from (7.22) that the following equation holds
Multiplying it by and integrating over , we deduce that
where we have applied Proposition 7.1, that the velocities are divergence free and that . Finally, recall that by (2.8).
In addition to the standard notation for and , we define the following well-ordering of multi-indices:
In fact, it is possible to number these multi-indices by
that is, if and only if . We define that
Proposition 7.3
(Inductive energy estimate) Let J be a multi-index with . Assume that for all there exists such that
| 7.29 |
for all . Then, there exists such that
| 7.30 |
for all . As a consequence, the bound (7.29) is also satisfied for J. In particular, no assumption is needed to obtain (7.29) for .
Proof
We prove the bound (7.30) for , and in Sections 7.7, 7.8 and 7.9, respectively. Assuming that we have already proven (7.30), we show that (7.29) is also satisfied for J. By applying Proposition 7.2 and the bound (7.30), together with (7.1), we get
| 7.31 |
for all .
Proof of Lemma 7.1
We apply the inductive energy estimate (Proposition 7.3) on the multi-indices J. Notice that for the first multi-index there are no , thus Proposition 7.3 immediately implies (7.29) for . We now make the induction hypothesis. Given a multi-index , suppose that (7.29) is satisfied for any multi-index I with . Then, we can apply Proposition 7.3 to deduce that (7.29) is also satisfied for J. Once we have reached the last multi-index , we have proven that (7.29) is satisfied for any multi-index J with . Since is decreasing with respect to the ordering , we deduce (7.9) and thus Lemma 7.1 as well. Recall that the part of the norm was estimated in Lemma 7.12.
Radial term
In this section we prove the bound (7.30) for
Recall that corresponds to step q according to (7.23). Notice that if . Otherwise, since for every we can apply the assumption (7.29) which, combined with Lemma 5.8, yields
where we used that whenever . Finally, by applying (7.8), we get
Commutator term
In this section we prove the bound (7.30) for . Recall that and V are both at step q according to (7.23). We have to estimate the integral
By rewriting polar into Cartesian coordinates (Lemma 7.3) we get
We remark that the weights are negligible because is smooth and supported in an annulus. The terms for which either |K| or |L| are less than |J| can be bounded easily. By applying the Leibniz rule in the term , all the terms for which some derivatives hit can also be bounded easily. Taking into account all these observations we can decompose
into a bad term
and a good term G satisfying the bound
| 7.32 |
We remark that we have used that the -norm of the velocity in with is bounded by (Lemma 6.2). To estimate B, it is crucial that the function
and that . By writing (denote ), we can express B by,
where, for the second equality, we have used that is skew adjoint and in the last equality we have added and subtracted . Notice that, by exchanging K and L, it follows that the first term equals . Therefore, 2B is indeed equal to the last term. It is easier to express it in terms of a commutator. That is,
As a consequence, using the smoothing properties of the commutator, we obtain that (see e.g. [123])
| 7.33 |
where C only depends on m and . Finally, recall that by (7.14), . Therefore, we can use (7.32) (7.33) to obtain the first inequality below. For the second inequality we use the hypothesis (7.29) (the weights are irrelevant because of the support of ) together with (7.8). Thus,
and the term is dealt with.
Quadratic Term
In this section we prove the bound (7.30) for ; is a corollary of the following lemma:
Lemma 7.13
It holds that
for all .
We will prove this lemma in the next subsections. We split
where
Recall that corresponds to step q, and corresponds to step , according to (7.23).
Quadratic Term 1
Lemma 7.14
It holds that
| 7.34 |
Proof
Notice that since
by applying the Leibniz rule, we get that
We split this sum into the main term () and the reminder ()
Multiplying both sides by and introducing the weight into the derivative of the main term (and absorbing the extra terms in the remainder), we get
as desired.
Lemma 7.15
It holds that
Proof
We want to bound the norm of the different terms appearing in (7.34). By Lemma 6.3 and (7.8) (which will be used repeatedly below), the last term in (7.34) can be bounded easily
Next, we proceed to bound the terms in (7.34) of the form
| 7.35 |
with . By applying the Leibniz rule on , we realize that, in order to bound (7.35), it is enough to control terms of the form
| 7.36 |
for any . If , we distinguish two cases: and . If then
If then we use (7.16) in the first inequality and Lemma 7.5 in the second to obtain
Here we have taken in the definition of since .
For , by rewriting polar into Cartesian coordinates (Lemma 7.3), we expand
If , then by Lemma 7.5 and Sobolev embedding, we can bound the corresponding term by
because .
If , we instead bound the corresponding term by
We estimate the remaining term
by considering separate cases. In the following arguments, we rely on the inequalities: , , and . If then necessarily and , so that . Hence, in order to control such term we have to estimate in . Suppose now that , then we have that either or . If then and thus , so and therefore for this we have to estimate in . Finally, if then we deduce that is either 0 or 1, so we have to control and in . In brief, we need to bound , and in .
By applying the Sobolev embedding and Lemmas 7.4-7.5, we get
and
Finally, by Lemma 6.3 and the Sobolev embedding,
We are left with the terms in (7.34) of the form
with . These terms can be treated similarly to (7.35) by applying the Leibniz rule to and then using analogous bounds.
Quadratic Term 2
Lemma 7.16
It holds that
Proof
Since the only difference between and is the replacement of with , the proof follows in an entirely analogous manner.
Quadratic Term 3
Lemma 7.17
It holds that
Proof
We have
This can be directly bounded by the -norm of and the -norm of .
Acknowledgements
The authors thank the anonymous referees for their detailed reports and very valuable suggestions.
Appendix A.
A.1. Preliminaries in Operator theory
In this section we prove Proposition 6.2. We start by recalling some classical definitions and results in Operator theory. In general, we will consider a linear operator acting on some Hilbert space H, where D(A) is the domain of A. For a fixed H, we will denote and by the space of bounded and compact operators on H respectively. The spectrum of A is defined as
Let us suppose that A is a bounded operator. Then, A is called a Fredholm Operator if both the kernel and the cokernel are finite dimensional. In this case, the index of A is the integer
We recall a classical result in Spectral theory: the stability of the index of Fredholm operators with respect to compact perturbations (see e.g. [100, Theorem 5.26, Chapter IV]).
Proposition A.1
Let be a Fredholm operator and . Then, is a Fredholm operator with .
Next, we recall several classical results in Semigroup theory. The first one gives a characterization of strongly continuous semigroups (see e.g. [68, Corollary 3.6, Chapter II]).
Proposition A.2
Given and a linear operator A, the following are equivalent:
-
(i)
A generates a strongly continuous semigroup satisfying for all .
-
(ii)A is closed, densely defined, and for any with , it holds that
Definition A.1
A linear operator A generates a contraction semigroup if it satisfies the conditions in Proposition A.2 for .
Next, we recall that, given a strongly continuous semigroup generated by an operator A, its growth bound is defined as
| A.1 |
The second result from Semigroup theory that we need (see e.g. [68, Corollary 2.11, Chapter IV]) relates (A.1) with the essential bound
where is the quotient space (the so-called Calkin algebra), and the spectral bound
Proposition A.3
Given an operator A generating a strongly continuous semigroup, it holds that
Moreover, is finite for any .
The third result in Semigroup theory that we need is the stability of the essential bound with respect to compact perturbations (see e.g. [68, Proposition 2.12, Chapter IV]).
Proposition A.4
Given an operator A generating a strongly continuous semigroup, and it holds that
A.1.1. Proof of Proposition 6.2
Before embarking on the proof, we present four auxiliary lemmas.
Lemma A.1
The resolvent map
| A.2 |
is well defined with
| A.3 |
For any , the map is continuous.
Proof
The first statement follows directly from assumption (1) and Proposition A.2. In fact, a simple integration by parts shows that (A.2) is the inverse of . Alternatively, (A.2) is the Laplace transform of the semigroup .
For the second statement, let . Given , we want to show that the following limit holds in H
as . We have
where we have added and subtracted . By applying that the semigroup is contractive we show that
as . For the second term we can apply the dominated convergence theorem and assumption (1) to deduce that as .
Lemma A.2
For any , the operator is Fredholm with index zero. Therefore, consists of eigenvalues with finite multiplicity.
Proof
We split
| A.4 |
Since , the first term is invertible by Lemma A.1. In particular, it is a Fredholm operator with index zero. Since C is compact, the operator (A.4) is also Fredholm with index zero by Proposition A.1. Thus, the second claim follows.
Lemma A.3
The map
| A.5 |
is well defined and continuous.
Proof
By applying Lemma A.1 and that C is compact, we deduce that Q is well-defined. The continuity of Q in the operator norm follows from combining the fact that the resolvent map (A.2) is continuous for any fixed , and that C can be approximated by finite rank operators.
Lemma A.4
The essential bound satisfies
Therefore, is finite for any .
Proof
By applying assumption (1), that C is compact, and Proposition A.4, we get that
The second part of the statement follows from Proposition A.3.
With these preparations, we are ready to begin the proof Proposition 6.2. Since , we know from Theorem 3.3 that there exists an eigenvalue and an eigenfunction . We claim that there exists satisfying
| A.6 |
We will prove by contradiction that necessarily (A.6) is true for some . Without loss of generality we assume that .
Let us suppose that (A.6) is false. Thus, is invertible for all and . We will first prove that in fact is continuous as a function of restricted to a suitable compact domain.
By applying Lemma A.4 to , we can take a -oriented circle of radius strictly less than surrounding . By applying Lemma A.1 coupled with (A.5) and the decomposition
| A.7 |
our hypothesis implies that maps continuously the compact set into
Since the last union forms an open cover, we deduce that there exists such that
uniformly in , and thus, by applying (A.3) and (A.7), also
By applying these bounds and the resolvent identity
it follows that the map is continuous from into . As a consequence, the same can be deduce for the map .
Once continuity is obtained, we can consider the Riesz projection
and take limits under the integral sign by the dominated convergence theorem. Therefore, we have
as . However, for any by hypothesis, while , which is a contradiction.
Therefore, there exists for some . By Lemma A.2, there exists . This concludes the proof.
A.2. Interchanging polar and Cartesian derivatives
Lemma A.5
(From Cartesian to Polar derivatives) For any multi-index with , it holds that
| A.8 |
where is a |K|-homogeneous polynomial. Moreover, defining and if , or we obtain the following recursive formulae for :
| A.9 |
| A.10 |
for and .
Proof
We will prove (A.8) by induction on |K|. If we have the following
Now, suppose that the formula holds for every . Then, given ,
from where (A.9) is derived. In the other case,
from hence (A.10) is derived.
Lemma A.6
(From Polar to Cartesian derivatives) For any multi-index with , it holds that
| A.11 |
where is a |K|-homogeneous polynomial. Moreover, defining and if , or we obtain the following recursive formulae for :
| A.12 |
| A.13 |
for and .
Proof
We will prove (A.11) by induction on |J|. If we have the following formulae:
Now, suppose that the formula holds for every . Then, given ,
from which one deduces (A.12). In the other case,
from which we deduce (A.13).
Funding
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Footnotes
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