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TheoremStatement: Literature-sourcedProof: AI-adaptedPipeline-generatedverified 2026-10-22 (gpt-6.1-sol)
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Mean-zero Hilbert–Schmidt operators on a compact boundary have square-integrable kernels

Statement

Assume the Axiom of Choice and Countable Choice. Let M=∂Ω be the compact smooth boundary in the boundary spectral setting, let P0 be projection onto L02(M), and let T:L02(M)→L02(M) be Hilbert–Schmidt. Extend T to T~:L2(M)→L2(M) by T~=ι0TP0, where ι0 is inclusion. Then there is a unique κT∈L2(M×M) such that T~f(x)=∫MκT(x,y)f(y) dSyfor almost every x and every f∈L2(M), and ∥κT∥L2(M×M)=∥T∥HS. The kernel has zero mean in each variable: ∫MκT(x,y) dSy=0 for almost every x, and ∫MκT(x,y) dSx=0 for almost every y.

Facts & Assumptions

Given: the Axiom of Choice and Countable Choice, M, P0, and the Hilbert–Schmidt operator T in the statement.

[F1]

The compact boundary L2(M) is separable and has a countable orthonormal basis; L02(M) is the orthogonal complement of the normalized constant. (Boundary spectral counting and Sobolev scale)

[F2]

For an L2 kernel on finite-measure spaces, the associated integral operator is Hilbert–Schmidt and its Hilbert–Schmidt norm equals the kernel's L2 norm. (L two kernels give Hilbert–Schmidt operators)

[F3]

Fubini's theorem holds on the finite product surface measure. (Fubini's theorem for L^1 functions on a sigma-finite product)

[A1]

The Axiom of Choice is used to choose an orthonormal basis in the mean-zero Hilbert space. (The Axiom of Choice)

[A2]

Countable Choice is used for the countable eigenbasis and product-section interfaces. (The Axiom of Countable Choice (ACω))

Proof

Given: The data in the statement.

1.1A1F1F3givenconstruct

Let c0=∣M∣−1/21 and choose a countable orthonormal basis (cj)j≥1 of L02(M), using [A1] and separability [F1]. Extend T by T~c0=0 and T~cj=Tcj. The Hilbert–Schmidt condition means ∑j≥1∥Tcj∥22<∞. Choose measurable representatives and define κN(x,y)=∑j=1N(Tcj)(x)cj(y)‾. For i≠j, the summands are orthogonal in L2(M×M) because their y-factors are orthogonal; Fubini [F3] gives ∥κN−κN′∥22=∑j=N′+1N∥Tcj∥22 for N>N′. Thus (κN) is Cauchy and converges to κT∈L2(M×M) with ∥κT∥22=∑j≥1∥Tcj∥22=∥T∥HS2.

2.1F1F2step 1.1given

For a finite linear combination f=∑j=0majcj, orthonormality and the definition of κN give ∫MκN(x,y)f(y) dSy=∑j=1min⁡(N,m)ajTcj(x). Passing to the limit in N gives T~f in L2(M). By [F2], the integral operator KκT is bounded on L2(M) with norm at most ∥κT∥2; finite linear combinations of the basis are dense, so continuity of KκT and T~ extends the equality to every f∈L2(M).

3.1F3step 2.1givenalgebra

Since T~c0=0, step 2.1 with f=c0 yields ∫MκT(x,y) dSy=0 for almost every x. Since the range of T~ lies in L02(M), for every f∈L2(M) Fubini gives 0=∫MT~f(x) dSx=∫Mf(y)(∫MκT(x,y) dSx) dSy. The inner section is in L2(M) by Cauchy–Schwarz and [F3]; its pairing with every f vanishes, so it is zero almost everywhere. This proves the two zero-mean properties.

3.2A2F1F3step 2.1given

If κ′ is another L2 kernel for T~, let q=κT−κ′. For every pair of basis vectors ci,cj, the coefficient ∫M×Mq(x,y)cj(y)ci(x)‾ dSxdSy is zero because both kernels represent the same operator. For each fixed j, the section coefficient gj(x):=∫Mq(x,y)cj(y) dSy belongs to L2(M) by Cauchy–Schwarz and Fubini, and its pairing with every ci is zero by the preceding product coefficient identity. Completeness of (ci) gives gj=0 almost everywhere. Countable Choice supplies one conull set on which all these section coefficients vanish. For each x in that set, q(x,⋅) is orthogonal to every member of the conjugate basis (cj‾)j≥0, since ⟨q(x,⋅),cj‾⟩=∫Mq(x,y)cj(y) dSy=0. The conjugates of an orthonormal basis form an orthonormal basis, so q(x,⋅)=0 there. Hence q=0 in L2(M×M), proving uniqueness.

4.1F2step 1.1step 2.1step 3.1step 3.2∎

The kernel is unique, has the prescribed zero-mean convention, and has the exact norm in step 1.1. This establishes the claimed kernel representation without relying on the reverse implication of [F2].

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