The exterior derivative is the real-linear degree-one map characterized by on smooth functions, the graded Leibniz rule
and . In local coordinates , write using multi-index notation. Since and hence , the defining rules force
This proves local uniqueness, and the coordinate formulas agree on overlaps because the same rules are preserved by the pullback of a differential form. They also directly define an operator satisfying all three rules, proving existence.
An exact differential form is a form . Let be the antipodal double covering map and let . For a -form on real projective space, , while the mapping degree of the antipodal map is . Therefore
By the stated criterion, . The invariant primitive under a finite group action
still satisfies and descends to a form on . Since pullback through a covering is injective on differential forms, implies . Thus every -form on is exact; this is the top-degree differential forms on even-dimensional real projective space are exact result.
The th de Rham cohomology is
the closed differential forms modulo the exact ones. For the product, let be projection and choose a closed one-form on the circle with . Averaging differential forms over the circle is cochain-homotopic to the identity, so every class has a rotation-invariant representative; if such a representative is exact, averaging a primitive gives an invariant primitive. Every invariant -form has a unique decomposition , and
Closedness and exactness are therefore componentwise. Hence the map
is a well-defined bijection , proving the de Rham cohomology of a product with a circle formula.
An immersed submanifold of is a manifold equipped with an injective immersion . It is an embedded submanifold when is also a homeomorphism onto its image with the subspace topology, equivalently when it is a smooth embedding. For irrational , the irrational winding of the torus
is an injective immersion with dense image, and therefore is not an embedding. If is compact, however, an injective immersion is a continuous bijection from a compact space to its image in the Hausdorff manifold ; its inverse is continuous. Thus the compact injective immersion is an embedding theorem makes embedded.
Now let be embedded, with , , and . Apply the constant rank theorem to its inclusion. After choosing coordinates and reordering them, there is a neighborhood of with coordinates for which
This is the slice chart for an embedded submanifold.
It is false that every embedded submanifold is the inverse image of a regular value of a map to a Euclidean space. If a codimension- submanifold is for a regular value of , the differentials of the component functions give a global frame of its conormal bundle, so its normal bundle is trivial. The core circle of the Möbius band is embedded but has the nontrivial Möbius normal line bundle. This is the normal-bundle obstruction to being a regular level set.
Finally, an inductive spinning construction gives the requested torus. Place an embedding in the half-space and define
The positive radius makes this map injective, and its differential is injective in both the and circle directions; compactness then makes it an embedding. Starting with and iterating proves the embedding of the n-dimensional torus in codimension one:
A Lie group is a group and smooth manifold whose multiplication and inversion are smooth. A Lie algebra is a vector space with a bilinear alternating bracket satisfying the Jacobi identity. For a Matrix Lie group , a logarithmic chart of a matrix Lie group near sends to ; the matrix exponential is its local inverse, and the Baker--Campbell--Hausdorff formula makes the local group operations smooth.
For , consider the group commutator
Its logarithm takes values in the vector space , and expansion at gives
Thus is closed under the commutator. Bilinearity, alternation, and the Jacobi identity follow from matrix multiplication, so this proves that the Lie algebra of a matrix Lie group has
A principal bundle with structure group is a smooth fiber bundle with a free right -action, each fiber a single orbit, and equivariant local trivializations .
For the right action of the unitary group on , define
The matrix is a positive-definite matrix and a Hermitian matrix, and for . The polar decomposition of an invertible complex matrix gives the unique factorization
Consequently
is a diffeomorphism. If is a neighborhood of zero and , then is an open neighborhood of , it is a union of complete orbits, and
Moreover, two matrices have the same value of exactly when they differ by right multiplication by a unitary matrix. Thus induces the smooth identification
under which is projection . This is the general linear group modulo the unitary group, and is in fact a globally trivial principal -bundle.
The Levi-Civita connection of a Riemannian manifold is the unique connection on a vector bundle on that is torsion-free and compatible with the Riemannian metric. Any such connection must satisfy the Koszul formula
Nondegeneracy of determines uniquely from the right-hand side. Conversely, define by this formula. Direct substitution shows that it is -linear in , satisfies the Leibniz rule in , preserves , and obeys . It is therefore a torsion-free metric connection. This proves the Existence and uniqueness of the Levi-Civita connection.
For the metric vector bundle , choose the stated orthonormal local frame and write . Since , metric compatibility gives
Hence the connection matrix in an orthonormal frame is skew-symmetric:
On an oriented Riemannian -manifold, the Hodge star operator is defined by
It is an orthogonal map and satisfies . In dimension on middle-degree forms, the Adjoint of the Hodge star on middle-degree forms is
Thus it is self-adjoint when is even, but it is not always self-adjoint. For on the oriented Euclidean plane,
so its matrix in the orthonormal basis is skew-adjoint.
The Laplace-Beltrami operator on differential forms is the Hodge Laplacian
where the codifferential is the formal adjoint of the exterior derivative. On a compact manifold without boundary, if for a nonzero differential form , then integration by parts gives
Therefore the nonnegativity of the Hodge Laplacian yields

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