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A strong solution of the projected periodic equation with all Sobolev norms continuous in time is
Statement
Assume the Axiom of Countable Choice (The Axiom of Countable Choice ()). Let , let , and let be a curve such that, in the notation of Periodic vector Sobolev spaces on the three-torus, the weight family, and the Leray projection:
- for every real , is continuous into ;
- for every real , is differentiable into , with the right-hand side being an element of for every (which follows from the other hypotheses as below);
- is divergence-free and real for every .
Then the map belongs to (with one-sided time derivatives at the endpoints). For every integer and spatial multi-index , with , one has , where and, for integers , Thus for the identity uses differentiations of the equation for , while is the spatial derivative of itself.
Facts & Assumptions
Given: The curve satisfying hypotheses 1-3, the operators of Periodic vector Sobolev spaces on the three-torus, the weight family, and the Leray projection, and the product bounds of Discrete Young inequality, the Sobolev product bound, and the transport product bound on the torus.
If for all , then for every multi-index the map is continuous: choose and apply the embedding of Sobolev embedding on the torus: for , with continuous representatives to each time slice. In particular the norms and the pointwise values vary continuously.
If and with , then and are continuous into (respectively ), by claim 2 at order and claim 3 at order , because the product maps are continuous and is continuous (Discrete Young inequality, the Sobolev product bound, and the transport product bound on the torus, claims 2 and 3).
The product rule for a continuous bilinear map: if are normed real vector spaces, is continuous bilinear (A norm on a real vector space, the induced metric, and the dictionary with the metric axioms, Vector space over a field), and , are differentiable, then is differentiable with derivative : the difference quotient equals , which tends to the claimed value by continuity of .
If is differentiable into for every , then so are (into ) and (into ), with the expected derivatives, because these are bounded linear operators (Periodic vector Sobolev spaces on the three-torus, the weight family, and the Leray projection).
If is continuous into for all , then is continuous into for all (bounded linear operator), with the same for and (Periodic vector Sobolev spaces on the three-torus, the weight family, and the Leray projection).
Proof
Given: The curve with hypotheses 1-3 and the facts [F1]-[F5].
By hypothesis 3 and the divergence-free condition, is well defined as a field; by [F1] and [F2] with arbitrarily large, is continuous into for every . Hence is continuous into every real-order by [F5], the boundedness of , and inclusion from arbitrarily high orders. Since by hypothesis 2, this also shows that is the derivative of in every .
Choose . For each , evaluation , , is bounded linear with by the embedding. Applying to the difference quotient identifies the pointwise derivative . More generally, is bounded on when , so it also commutes with time differentiation. In particular is a continuous field whose spatial derivatives of every order are continuous, by [F1]; so is on and for every .
Induction claim. We prove by induction on integers that is into every and, for , with as in the Statement, continuous into every . The zeroth identity is by convention and hypothesis 1. For the base , step 1.1 gives continuous into every , so is there and both are covered.
Induction step. Suppose is into every , with . For any target order , choose . The product bound [F2] makes a continuous bilinear map . Applying the ordinary bilinear product rule [F3] repeatedly therefore shows that is into ; its derivatives through order use only derivatives of already supplied by the induction hypothesis. Likewise and are bounded linear maps [F4,F5], so is into . Since , this proves is into , with derivative of order equal to the formal Leibniz expression. No differentiability of was assumed to reach this conclusion. As was arbitrary, induction proves the claim of step 2.2.
By step 2.2 with arbitrary, for every and every the derivative is continuous into ; by [F1], every mixed derivative is continuous on . Hence , with one-sided time derivatives at the endpoints, and the differentiated identities of the equation hold by construction of the .
Remarks
- The lemma separates the smoothness of a strong solution from its construction: the main theorem supplies a curve satisfying hypotheses 1-3, and this lemma upgrades it to a classical smooth solution.
- Only the product estimates of the torus Sobolev scale and the boundedness of are used; no parabolic regularity or Schauder theory is presupposed.
Depends on
Periodic vector Sobolev spaces on the three-torus, the weight family, and the Leray projection
Sobolev embedding on the torus: for , with continuous representatives
Discrete Young inequality, the Sobolev product bound, and the transport product bound on the torus
Riemann integration of continuous curves in a complete normed space, with the fundamental theorem of calculus and coefficient functionals
The Axiom of Countable Choice ()
Vector space over a field
A norm on a real vector space, the induced metric, and the dictionary with the metric axioms
Dependency tree · 2 levels
Sources
- E. Wiedemann (ed. J. Skipper), Lecture Notes: Navier-Stokes Equations (Universität Ulm, WS 2018/19), Sections 4.4 and 4.5 (regularity of strong solutions: time and space regularity upgrades by differentiating the equation)
- A. J. Majda and A. L. Bertozzi, Vorticity and Incompressible Flow (CUP 2002), Theorem 3.5 and Section 4.4 (continuity in the high norm and higher regularity of solutions of the Euler and Navier-Stokes equations)