- The paper develops a convex-integration scheme proving flexibility for inviscid SQG in C([0,1];L^{4/3+10^{-5}}), allowing arbitrary mean-zero endpoint states to be approximated by weak solutions.
- The construction combines traveling counter-rotating dipoles, time-averaged Reynolds-stress reconstruction, variable-radius profiles, and a bilinear null-form estimate that offsets the derivative loss from the nonlocal velocity law.
- The results yield dense nonuniqueness and weak solutions that fail to conserve the SQG Hamiltonian, while leaving the broader range 4/3 ≤ p < 3 and the endpoint p = 4/3 open.
This paper by Brué, Jin, and Nguyen (2608.16641) develops a convex-integration scheme for the inviscid surface quasi-geostrophic (SQG) equation on the two-dimensional torus and proves two theorems concerning weak solutions whose active scalar has integrability just above the critical threshold p=4/3. The work extends the moving-dipole construction of Brué, Colombo, and Kumar for two-dimensional Euler to the SQG momentum formulation, where the transport velocity is one derivative more singular than the potential velocity.
Main results
The paper works with the SQG equation ∂tθ+u⋅∇θ=0, u=∇⊥Λ−1θ, on T2, interpreted through the momentum formulation for the potential velocity v=∇⊥(−Δ)−1θ:
∂tv+u⋅∇v−(∇v)Tu+∇p=0,divv=0,u=Λv.
Weak solutions are defined via the commutator form of the nonlinearity, which remains meaningful for v∈Lloc2(I;H1/2). The Sobolev embedding W1,p↪H1/2 holds precisely when p≥4/3, which identifies L4/3 as the natural Lebesgue threshold for this solution class; this is the endpoint treated by De Rosa, Latocca, and Park via vanishing-viscosity limits.
For the explicit, non-optimized exponent ∂tθ+u⋅∇θ=00, the first main theorem establishes flexibility: any two prescribed mean-zero states in ∂tθ+u⋅∇θ=01 can be approximated in ∂tθ+u⋅∇θ=02 at times ∂tθ+u⋅∇θ=03 and ∂tθ+u⋅∇θ=04 by a weak solution ∂tθ+u⋅∇θ=05. The second theorem uses the time-locality of the iteration to produce a dense subset ∂tθ+u⋅∇θ=06 of the mean-zero subspace of ∂tθ+u⋅∇θ=07 such that every datum in ∂tθ+u⋅∇θ=08 admits at least two distinct momentum weak solutions. The authors state this is the first nonuniqueness result for SQG in ∂tθ+u⋅∇θ=09 with u=∇⊥Λ−1θ0 above the critical threshold.
An immediate consequence of the flexibility theorem concerns the Hamiltonian u=∇⊥Λ−1θ1. Choosing endpoint states with different Hamiltonians yields a weak solution that does not conserve u=∇⊥Λ−1θ2, since u=∇⊥Λ−1θ3 is continuous in the u=∇⊥Λ−1θ4 topology. This is a strong claim: it is the first failure of Hamiltonian conservation at any u=∇⊥Λ−1θ5, and the resulting solutions cannot arise as vanishing-viscosity limits of the type constructed by De Rosa, Latocca, and Park, whose procedures produce Hamiltonian-conserving solutions. On the rigidity side, u=∇⊥Λ−1θ6 guarantees conservation, so the gap between u=∇⊥Λ−1θ7 and u=∇⊥Λ−1θ8 remains.
Traveling SQG building blocks
The seed profile is the compactly supported Lipschitz traveling counter-rotating circular pair of Cao, Qin, Zhan, and Zou, satisfying u=∇⊥Λ−1θ9 with T20 and zero total mass. After rotation and rescaling at scale T21, the potential velocity scales as T22 while the scalar scales as T23, so that T24 and T25 are invariant. The nonzero first moment T26 of the profile produces the key identity
T27
which forces the exponent T28 in the radius-amplitude relation used in the iteration.
Two structural obstacles are handled at this stage. First, the whole-space potential velocity has a noncompact far field; subtracting the exterior harmonic gradient and periodizing, then restoring incompressibility with a periodic gradient corrector, yields a localized divergence-free block T29 with v=∇⊥(−Δ)−1θ0. Second, the block must satisfy two exact identities — the constant-speed momentum equation with a small symmetric error v=∇⊥(−Δ)−1θ1, and the v=∇⊥(−Δ)−1θ2-derivative identity v=∇⊥(−Δ)−1θ3 — which allow the center, amplitude, and radius of the block to vary in time. A fixed-scale spatial mollification (independent of v=∇⊥(−Δ)−1θ4, so that v=∇⊥(−Δ)−1θ5 commutes with convolution) makes the profile family smooth jointly in v=∇⊥(−Δ)−1θ6 while preserving the identities and estimates. The gradient corrector acts as a pressure gauge: since it is a gradient, its contribution to the second slot of the momentum nonlinearity v=∇⊥(−Δ)−1θ7 vanishes identically.
The convex-integration iteration
At stage v=∇⊥(−Δ)−1θ8, the mollified Reynolds stress is decomposed into four positive rank-one components v=∇⊥(−Δ)−1θ9 along rational directions with long periods ∂tv+u⋅∇v−(∇v)Tu+∇p=0,divv=0,u=Λv.0. The principal perturbation consists of a single traveling block at any given time: the coarse time interval of length ∂tv+u⋅∇v−(∇v)Tu+∇p=0,divv=0,u=Λv.1 is partitioned into four disjoint active subintervals, so distinct principal blocks never interact. The spatially varying radius is chosen by ∂tv+u⋅∇v−(∇v)Tu+∇p=0,divv=0,u=Λv.2, where ∂tv+u⋅∇v−(∇v)Tu+∇p=0,divv=0,u=Λv.3 is the intervalwise time average of ∂tv+u⋅∇v−(∇v)Tu+∇p=0,divv=0,u=Λv.4, and the center moves along the rational direction ∂tv+u⋅∇v−(∇v)Tu+∇p=0,divv=0,u=Λv.5 at speed inversely proportional to ∂tv+u⋅∇v−(∇v)Tu+∇p=0,divv=0,u=Λv.6. Consequently, the block completes at least ∂tv+u⋅∇v−(∇v)Tu+∇p=0,divv=0,u=Λv.7 closed periods per active subinterval, and the time spent in a region is weighted by ∂tv+u⋅∇v−(∇v)Tu+∇p=0,divv=0,u=Λv.8.
The stress is reconstructed through temporal averaging rather than low-frequency wave interactions: the time average of an auxiliary vector source along the trajectories reproduces ∂tv+u⋅∇v−(∇v)Tu+∇p=0,divv=0,u=Λv.9 up to an error of size v∈Lloc2(I;H1/2)0. An auxiliary fixed-width profile with an explicitly uniform orbit average replaces the variable-radius source, and a Leray-projected time corrector absorbs the zero-mean temporal oscillation, vanishing at the endpoints of each coarse interval. The new Reynolds stress comprises six components — linear interaction, corrector interaction, time-freezing, auxiliary-average, building-block, and source-replacement errors — each bounded by v∈Lloc2(I;H1/2)1 under the parameter hierarchy.
The central new difficulty relative to the Euler construction of [BCK26] is the nonlocal relation v∈Lloc2(I;H1/2)2: the linear interaction with the background contains one derivative of the concentrated profile, and a direct estimate incurs a negative power of the concentration radius. The paper circumvents this with the two-dimensional identity v∈Lloc2(I;H1/2)3 and a bilinear null-form estimate
v∈Lloc2(I;H1/2)4
proved in the appendix via the multilinear Christ–Journé commutator estimates of Seeger, Smart, and Street. The null form replaces the unfavorable derivative norm of the concentrated perturbation by a norm of its potential velocity, and is essential for closing the linear error.
The null form, however, does not by itself explain the smallness of v∈Lloc2(I;H1/2)5. For v∈Lloc2(I;H1/2)6 the concentration exponent v∈Lloc2(I;H1/2)7 is positive, and the differentiated block satisfies v∈Lloc2(I;H1/2)8. Fitting the v∈Lloc2(I;H1/2)9 bookkeeping requires W1,p↪H1/20, which for the admissible parameters (W1,p↪H1/21, W1,p↪H1/22, W1,p↪H1/23, W1,p↪H1/24, W1,p↪H1/25, W1,p↪H1/26) forces W1,p↪H1/27, i.e., W1,p↪H1/28. Thus the tiny gain above the endpoint is dictated by the amount of profile concentration the remaining parameter hierarchy can absorb, and the exponent is explicitly non-optimized.
Limitations and open problems
The paper is explicit about the boundaries of the construction. The exponent W1,p↪H1/29 is far from the rigidity threshold p≥4/30, and extending flexibility to the full range p≥4/31 — in particular constructing Hamiltonian-nonconserving solutions with integrability arbitrarily close to p≥4/32 — is left open. For the generalized SQG family p≥4/33, the moment scaling, critical exponent, and derivative loss all depend on p≥4/34, and it is unknown whether the temporal stress reconstruction and a fractional analogue of the null form survive the modified scaling; even a fixed small dissipation produces a high-frequency error not absorbed by the present iteration, with a frequency-dependent vanishing-dissipation regime suggested as a more accessible first problem. Finally, the whole-space problem is obstructed by the averaging mechanism itself: the construction relies on closed rational trajectories that repeatedly sample the coefficient being reconstructed, whereas on p≥4/35 a block escapes, so an extension would require finite sweeping trajectories or a large-box limit with uniform control of moments and nonlocal tails.
Conclusion
The paper establishes flexibility between arbitrary prescribed endpoint states, failure of Hamiltonian conservation, and dense nonuniqueness for inviscid SQG weak solutions with active scalar in p≥4/36 for p≥4/37, crossing the concentration-critical Lebesgue exponent in the standard momentum formulation. The construction combines traveling SQG profiles with time-dependent radius and position, orbit-averaged temporal reconstruction of the Reynolds stress, and a bilinear null-form estimate that compensates for the derivative loss inherent in the nonlocal constitutive law p≥4/38. The quantitative gap between the achieved exponent and both the endpoint p≥4/39 and the rigidity threshold L4/30 delineates the current reach of the method.