In the mathematics study of heat conduction and diffusion, a heat kernel is the fundamental solution to the heat equation on a specified domain with appropriate boundary conditions. It is also one of the main tools in the study of the spectral theory of the Laplace operator, and is thus of some auxiliary importance throughout mathematical physics. The heat kernel represents the evolution of temperature in a region whose boundary is held fixed at a particular temperature (typically zero), such that an initial unit of heat energy is placed at a point at time .
Definition
The most well-known heat kernel is the heat kernel of -dimensional
Euclidean space , which has the form of a time-varying Gaussian function,
which is defined for all
and
. This solves the heat equation
for the unknown function K. Here is a Dirac delta distribution, and the limit is taken in the sense of distributions, that is, for every function in the space of smooth functions with compact support, we have
On a more general domain in , such an explicit formula is not generally possible. The next simplest cases of a disc or square involve, respectively, Bessel functions and Jacobi theta functions. Nevertheless, the heat kernel still exists and is smooth function for on arbitrary domains and indeed on any Riemannian manifold with boundary, provided the boundary is sufficiently regular. More precisely, in these more general domains, the heat kernel the solution of the initial boundary value problem
Spectral theory
To derive a formal expression for the heat kernel on an arbitrary domain, consider the Dirichlet problem in a connected domain (or manifold with boundary). Let be the
for the Dirichlet problem of the
Laplacian
Let denote the associated
, normalized to be orthonormal in
Lp space. The inverse Dirichlet Laplacian is a
compact operator and selfadjoint operator, and so the
spectral theorem implies that the eigenvalues of satisfy
The heat kernel has the following expression:
Formally differentiating the series under the sign of the summation shows that this should satisfy the heat equation. However, convergence and regularity of the series are quite delicate.
The heat kernel is also sometimes identified with the associated integral transform, defined for compactly supported smooth by
The spectral mapping theorem gives a representation of in the form the semigroup
There are several geometric results on heat kernels on manifolds; say, short-time asymptotics, long-time asymptotics, and upper/lower bounds of Gaussian type.
See also
-
Heat kernel signature
-
Minakshisundaram–Pleijel zeta function
-
Mehler kernel
Notes