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DefinitionDefinition: Literature-sourcedProof: AI-generatedPipeline-generatedprecheck pendingverified 2026-10-23 (gpt-6.1-sol)
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Continuous periodic solenoidal surrogate residual

Definition

Assume Countable Choice. Let d∈{2,3}, T>0, and Qd=Rd/(2πZ)d with normalized volume dμ=(2π)−ddx. For a vector field w, use the componentwise Fourier coefficients w^(k)=∫Qdw(x)e−ik⋅x dμ(x) and norm ∥w∥2=(∫Qd∣w(x)∣2 dμ(x))1/2. Define P0=I and, for k≠0, Pk=I−kkT/∣k∣2, with Pw^(k)=Pkw^(k); P is the Leray projector. For a smooth spatial vector field w:Qd→Rd, define div⁡w(x)=∑j=1d∂jwj(x); for a smooth time-dependent vector field w:[0,T]×Qd→Rd, define div⁡w(t,x)=∑j=1d∂jwj(t,x), with derivatives taken only in x; for a tensor field F=(Fij), set (div⁡F)i=∑j=1d∂jFij, and set (v⊗v)ij=vivj. Let Δ=∑j=1d∂j2. A smooth spatial field w:Qd→Rd is solenoidal, or divergence-free, iff div⁡w(x)=0 for every x∈Qd; a smooth time-dependent field w:[0,T]×Qd→Rd is solenoidal iff div⁡w(t,x)=0 for every (t,x)∈[0,T]×Qd. Given a constant ν≥0, smooth f:[0,T]×Qd→Rd, a smooth solenoidal field v:[0,T]×Qd→Rd, and a smooth solenoidal reference initial field u0:Qd→Rd, define the continuous residual and initial defect by

rv:=∂tv+Pdiv⁡(v⊗v)−νΔv−Pf,d0:=∥v(0,⋅)−u0∥2.

The residual is a continuous function of time with values in L2(Qd;Rd), so ∫0T∥rv(t,⋅)∥2 dt is finite. This is a continuous-domain residual: finitely many collocation values do not by themselves bound this Lt1Lx2 quantity. All quantities here are mathematical; no physical units are assigned to ν.

Facts & Assumptions

Given: Countable Choice; d∈{2,3}; T>0; the normalized torus Qd; ν≥0; smooth f,v,u0 as in the Definition; and div⁡v=div⁡u0=0.

[F1]

Periodic fluid Fourier Sobolev spaces: Qd is the 2π-periodic torus with normalized measure (2π)−ddx, and its H0 norm is the normalized L2 norm.

[F2]

The Axiom of Countable Choice (ACω): every sequence of nonempty sets has a choice function; this is the explicit choice assumption of the Fourier supplier.

[F3]

Periodic Leray and pressure maps: the multiplier P is a real-preserving bounded orthogonal projection on every Hs and commutes with derivatives; its coefficient formula projects each nonzero mode onto k⊥.

Proof

Given: The hypotheses and conventions stated in the Definition.

1.1givenF1F2F3algebra

The smoothness assumptions make v⊗v, ∂tv, Δv, and f well-defined periodic fields. By [F1] these fields lie in the required L2 spaces. The adopted projector convention is conditional on the explicit Countable Choice premise [F2], and [F3] defines the multiplier on each term; hence the displayed formula defines rv at every t∈[0,T].

2.1givenF1F3step 1.1∎

The maps t↦∂tv, t↦div⁡(v⊗v), t↦Δv, and t↦f are continuous into L2; boundedness of P from [F3] preserves that continuity. Hence rv∈C([0,T];L2), and compactness of [0,T] gives ∫0T∥rv(t)∥2dt<∞. Also v(0)−u0∈L2, so d0 is finite.

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