Laplace–Beltrami operator
For any twicedifferentiable realvalued function f defined on Euclidean space R^{n}, the Laplace operator takes f to the divergence of its gradient vector field, which is the sum of the n second derivatives of f with respect to each vector of an orthonormal basis for R^{n}. In the field of differential geometry, this operator is generalized to operate on functions defined on submanifolds in Euclidean space and, even more generally, on Riemannian and pseudoRiemannian manifolds. This more general operator goes by the name Laplace–Beltrami operator, after Laplace and Eugenio Beltrami. Like the Laplacian, the Laplace–Beltrami operator is defined as the divergence of the gradient, and is a linear operator taking functions into functions. The operator can be extended to operate on tensors as the divergence of the covariant derivative. Alternatively, the operator can be generalized to operate on differential forms using the divergence and exterior derivative. The resulting operator is called the Laplace–de Rham operator (named after Georges de Rham).
Details
The Laplace–Beltrami operator, like the Laplacian, is the divergence of the gradient:
An explicit formula in local coordinates is possible.
Suppose first that M is an oriented Riemannian manifold. The orientation allows one to specify a definite volume form on M, given in an oriented coordinate system x^{i} by
where g := det(g_{ij}) is the absolute value of the determinant of the metric tensor, and the dx^{i} are the 1forms forming the dual basis to the basis vectors
of the tangent space and is the wedge product.
The divergence of a vector field X on the manifold is then defined as the scalar function with the property
where L_{X} is the Lie derivative along the vector field X. In local coordinates, one obtains
where the Einstein notation is implied, so that the repeated index i is summed over.
The gradient of a scalar function ƒ is the vector field grad f that may be defined through the inner product on the manifold, as
for all vectors v_{x} anchored at point x in the tangent space T_{x}M of the manifold at point x. Here, dƒ is the exterior derivative of the function ƒ; it is a 1form taking argument v_{x}. In local coordinates, one has
where g^{ij} are the components of the inverse of the metric tensor, so that g^{ij}g_{jk} = δ^{i}_{k} with δ^{i}_{k} the Kronecker delta.
Combining the definitions of the gradient and divergence, the formula for the Laplace–Beltrami operator applied to a scalar function ƒ is, in local coordinates
If M is not oriented, then the above calculation carries through exactly as presented, except that the volume form must instead be replaced by a volume element (a density rather than a form). Neither the gradient nor the divergence actually depends on the choice of orientation, and so the Laplace–Beltrami operator itself does not depend on this additional structure.
Formal selfadjointness
The exterior derivative d and −∇ . are formal adjoints, in the sense that for ƒ a compactly supported function
where the last equality is an application of Stokes' theorem. Dualizing gives

(2)
for all compactly supported functions ƒ and h. Conversely, (2) characterizes the Laplace–Beltrami operator completely, in the sense that it is the only operator with this property.
As a consequence, the Laplace–Beltrami operator is negative and formally selfadjoint, meaning that for compactly supported functions ƒ and h,
Because the Laplace–Beltrami operator, as defined in this manner, is negative rather than positive, often it is defined with the opposite sign.
Eigenvalues of the Laplace–Beltrami operator (Lichnerowicz–Obata theorem)
Let M denote a compact Riemannian manifold without boundary. We want to consider the eigenvalue equation,
where is the eigenfunction associated with the eigenvalue . It can be shown using the selfadjointness proved above that the eigenvalues are real. The compactness of the manifold M allows one to show that the eigenvalues are discrete and furthermore, the vector space of eigenfunctions associated with a given eigenvalue , i.e. the eigenspaces are all finitedimensional. Notice by taking the constant function as an eigenfunction, we get is an eigenvalue. Also since we have considered an integration by parts shows that . More precisely if we multiply the eigenvalue eqn. through by the eigenfunction and integrate the resulting eqn. on we get( using the notation )
Performing an integration by parts or what is the same thing as using the divergence theorem on the term on the left, and since has no boundary we get
Putting the last two equations together we arrive at
We conclude from the last equation that .
A fundamental result of Andre Lichnerowicz [1] states that: Given a compact ndimensional Riemannian manifold with no boundary with . Assume the Ricci curvature satisfies the lower bound:
where is the metric tensor and is any tangent vector on the manifold . Then the first positive eigenvalue of the eigenvalue equation satisfies the lower bound:
This lower bound is sharp and achieved on the sphere . In fact on the eigenspace for is three dimensional and spanned by the restriction of the coordinate functions from to . Using spherical coordinates , on the two dimensional sphere, set
we see easily from the formula for the spherical Laplacian displayed below that
Thus the lower bound in Lichnerowicz's theorem is achieved at least in two dimensions.
Conversely it was proved by Morio Obata,[2] that if the ndimensional compact Riemannian manifold without boundary were such that for the first positive eigenvalue one has,
then the manifold is isometric to the ndimensional sphere , the sphere of radius . Proofs of all these statements may be found in the book by Isaac Chavel.[3] Analogous sharp bounds also hold for other Geometries and for certain degenerate Laplacians associated with these geometries like the Kohn Laplacian ( after Joseph J. Kohn) on a compact CR manifold. Applications there are to the global embedding of such CR manifolds in [4]
Tensor Laplacian
The Laplace–Beltrami operator can be written using the trace (or contraction) of the iterated covariant derivative associated with the LeviCivita connection. The Hessian (tensor) of a function is the symmetric 2tensor
 , ,
where df denotes the (exterior) derivative of a function f.
Let X_{i} be a basis of tangent vector fields (not necessarily induced by a coordinate system). Then the components of Hess f are given by
This is easily seen to transform tensorially, since it is linear in each of the arguments X_{i}, X_{j}. The Laplace–Beltrami operator is then the trace (or contraction) of the Hessian with respect to the metric:
 .
More precisely, this means
 ,
or in terms of the metric
In abstract indices, the operator is often written
provided it is understood implicitly that this trace is in fact the trace of the Hessian tensor.
Because the covariant derivative extends canonically to arbitrary tensors, the Laplace–Beltrami operator defined on a tensor T by
is welldefined.
Laplace–de Rham operator
More generally, one can define a Laplacian differential operator on sections of the bundle of differential forms on a pseudoRiemannian manifold. On a Riemannian manifold it is an elliptic operator, while on a Lorentzian manifold it is hyperbolic. The Laplace–de Rham operator is defined by
where d is the exterior derivative or differential and δ is the codifferential, acting as (−1)^{kn+n+1}∗d∗ on kforms, where ∗ is the Hodge star.
When computing the Laplace–Beltrami operator on a scalar function f, we have δf = 0, so that
Up to an overall sign, the Laplace–de Rham operator is equivalent to the previous definition of the Laplace–Beltrami operator when acting on a scalar function; see the proof for details. On functions, the Laplace–de Rham operator is actually the negative of the Laplace–Beltrami operator, as the conventional normalization of the codifferential assures that the Laplace–de Rham operator is (formally) positive definite, whereas the Laplace–Beltrami operator is typically negative. The sign is merely a convention, and both are common in the literature. The Laplace–de Rham operator differs more significantly from the tensor Laplacian restricted to act on skewsymmetric tensors. Apart from the incidental sign, the two operators differ by a Weitzenböck identity that explicitly involves the Ricci curvature tensor.
Examples
Many examples of the Laplace–Beltrami operator can be worked out explicitly.
 Euclidean space
In the usual (orthonormal) Cartesian coordinates x^{i} on Euclidean space, the metric is reduced to the Kronecker delta, and one therefore has . Consequently, in this case
which is the ordinary Laplacian. In curvilinear coordinates, such as spherical or cylindrical coordinates, one obtains alternative expressions.
Similarly, the Laplace–Beltrami operator corresponding to the Minkowski metric with signature (− + + +) is the d'Alembertian.
 Spherical Laplacian
The spherical Laplacian is the Laplace–Beltrami operator on the (n − 1)sphere with its canonical metric of constant sectional curvature 1. It is convenient to regard the sphere as isometrically embedded into R^{n} as the unit sphere centred at the origin. Then for a function f on S^{n−1}, the spherical Laplacian is defined by
where f(x/x) is the degree zero homogeneous extension of the function f to R^{n} − {0}, and is the Laplacian of the ambient Euclidean space. Concretely, this is implied by the wellknown formula for the Euclidean Laplacian in spherical polar coordinates:
More generally, one can formulate a similar trick using the normal bundle to define the Laplace–Beltrami operator of any Riemannian manifold isometrically embedded as a hypersurface of Euclidean space.
One can also give an intrinsic description of the Laplace–Beltrami operator on the sphere in a normal coordinate system. Let (ϕ, ξ) be spherical coordinates on the sphere with respect to a particular point p of the sphere (the "north pole"), that is geodesic polar coordinates with respect to p. Here ϕ represents the latitude measurement along a unit speed geodesic from p, and ξ a parameter representing the choice of direction of the geodesic in S^{n−1}. Then the spherical Laplacian has the form:
where is the Laplace–Beltrami operator on the ordinary unit (n − 2)sphere. In particular, for the ordinary 2sphere using standard notation for polar coordinates we get:
 Hyperbolic space
A similar technique works in hyperbolic space. Here the hyperbolic space H^{n−1} can be embedded into the n dimensional Minkowski space, a real vector space equipped with the quadratic form
Then H^{n} is the subset of the future null cone in Minkowski space given by
Then
Here is the degree zero homogeneous extension of f to the interior of the future null cone and □ is the wave operator
The operator can also be written in polar coordinates. Let (t, ξ) be spherical coordinates on the sphere with respect to a particular point p of H^{n−1} (say, the center of the Poincaré disc). Here t represents the hyperbolic distance from p and ξ a parameter representing the choice of direction of the geodesic in S^{n−2}. Then the hyperbolic Laplacian has the form:
where is the Laplace–Beltrami operator on the ordinary unit (n − 2)sphere. In particular, for the hyperbolic plane using standard notation for polar coordinates we get:
Notes
 Lichnerowicz, Andre (1958). Geometrie des groupes de transformations. Paris: Dunod.
 Obata, Morio (1962). "Certain conditions for a Riemannian manifold to be isometric with a sphere". J. Math. Soc. Jpn. 14 (3): 333–340. doi:10.2969/jmsj/01430333.
 Chavel, Isaac (1984), Eigenvalues in Riemannian Geometry, Pure and Applied Mathematics, 115 (2nd ed.), Academic Press, ISBN 9780121706401
 Chanillo, Sagun, Chiu, HungLin and Yang, Paul C. (2012). "Embeddability for 3dimensional CR manifolds and CR Yamabe Invariants". Duke Mathematical Journal. 161 (15): 2909–2921. arXiv:1007.5020. doi:10.1215/001270941902154.CS1 maint: multiple names: authors list (link)
References
 Flanders, Harley (1989), Differential forms with applications to the physical sciences, Dover, ISBN 9780486661698
 Jost, Jürgen (2002), Riemannian Geometry and Geometric Analysis, Berlin: SpringerVerlag, ISBN 3540426272.
 Solomentsev, E.D.; Shikin, E.V. (2001) [1994], "Laplace–Beltrami equation", in Hazewinkel, Michiel (ed.), Encyclopedia of Mathematics, Springer Science+Business Media B.V. / Kluwer Academic Publishers, ISBN 9781556080104