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Explicit Leray projection computations on T3: gradients, a mixed field, and a divergence-free mode

Example

Use the character convention ek(x)=e2πik⋅x and the Leray projection P of Periodic vector Sobolev spaces on the three-torus, the weight family, and the Leray projection; thus for k≠0 the k-th coefficient of (I−P)v is (k⋅v^(k)/∣k∣22)k.

(a) A gradient field. Let φ(x):=cos⁡(2πx1)+sin⁡(2π(x2+x3)) and v:=∇φ. Then Pv=0 and the decomposed part is the whole gradient: v=Pv+∇φ with Pv=0.

(b) A mixed field. Let u(x):=(sin⁡(2πx2), 0, cos⁡(2πx3)). Then Pu=(sin⁡(2πx2), 0, 0),u−Pu=(0, 0, cos⁡(2πx3))=∇f,f(x)=12πsin⁡(2πx3), and one has the orthogonality and Pythagorean identities ⟨Pu,u−Pu⟩=0, ∥u∥L22=∥Pu∥L22+∥u−Pu∥L22=1.

(c) A divergence-free mode. Let k∈Z3∖{0}, A∈R3 with A⋅k=0, and u(x):=Asin⁡(2πk⋅x). Then Pu=u, div⁡u=0, and ⟨u,Pv⟩=⟨u,v⟩ for every v in H0, i.e. u is fixed by P and orthogonal to every gradient field.

Verification

Given: The conventions of Periodic vector Sobolev spaces on the three-torus, the weight family, and the Leray projection and the character orthonormality of The Fourier basis and Parseval's identity on the finite torus (∫T3ekel‾ dx=δkl).

1.1givenalgebra

Part (a): the coefficients of φ are φ^(0,0,0)=0 and, for the cosine term, φ^(±e1)=12; for the sine term, φ^(e2+e3)=12i and φ^(−e2−e3)=−12i. Hence v^(k)=2πikφ^(k) is a vector parallel to k at every frequency (zero at frequency 0), and the orthogonal projection πk kills it: for k≠0, πk(2πikφ^(k))=2πiφ^(k)(1−k⋅k∣k∣22)k=0. Thus Pv=0, and v=Pv+∇φ is the Hodge decomposition with zero divergence-free part.

1.2givenalgebra

Part (b): the coefficients of u are supported on k=±e2 (first component 1/(2i) and −1/(2i)) and k=±e3 (third component 1/2 and 1/2). For k=e2: u^(e2)=(1/(2i),0,0) and k⋅u^(e2)=0, so πku^=u^; for k=−e2 likewise. For k=e3: u^(e3)=(0,0,1/2) and k⋅u^(e3)=1/2, so πku^=u^−12⋅11(0,0,1)=(0,0,0); for k=−e3: u^=(0,0,1/2), k⋅u^=−1/2 and πku^=(0,0,1/2)−−1/21(0,0,−1)=(0,0,0). Hence Pu=(sin⁡(2πx2),0,0); moreover ∇f for f=12πsin⁡(2πx3) has coefficients 2πikf^(k) equal to (0,0,1/2) at k=e3 and (0,0,1/2) at k=−e3, which is exactly u−Pu, so u−Pu=∇f is a gradient field.

1.3givenalgebra

Part (b), orthogonality and norms: since sin⁡(2πx2) and cos⁡(2πx3) are functions of different coordinates, ⟨Pu,u−Pu⟩=∫T3sin⁡(2πx2)⋅0+0⋅0+0⋅cos⁡(2πx3) dx=0; and ∫01sin⁡2(2πs)ds=∫01cos⁡2(2πs)ds=12, so ∥Pu∥L22=12, ∥u−Pu∥L22=12, and ∥u∥L22=1 (the mixed terms vanish by separation of variables). This verifies the orthogonal decomposition identity of Periodic vector Sobolev spaces on the three-torus, the weight family, and the Leray projection on this example.

2.1givenalgebra∎

Part (c): for each k′∈Z3, u^(k′)=12iA if k′=k, −12iA if k′=−k, and 0 otherwise; since A⋅k=0, k⋅u^(k)=0 and πku^(k)=u^(k) (and likewise at −k), so Pu=u. The divergence has coefficients 2πi(k′⋅u^(k′))=0 at k′=±k, so div⁡u=0; and for any v∈H0 the pairing ⟨u,v⟩=∑k′u^(k′)⋅v^(k′)‾ only involves k′=±k where u^⊥k′, so it equals the pairing of u with Pv because (I−P)v has coefficients parallel to k′ there: u^(±k)⋅(I−P)v(±k)‾=0.

Remarks

The example shows concretely that P removes exactly the component parallel to each nonzero frequency k, that gradient fields are killed, and that divergence-free single modes are fixed. No dynamical claim is made.

Depends on

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