Heat Kernel Equation
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In the mathematical study of
heat conduction Conduction is the process by which heat is transferred from the hotter end to the colder end of an object. The ability of the object to conduct heat is known as its ''thermal conductivity'', and is denoted . Heat spontaneously flows along a te ...
and diffusion, a heat kernel is the fundamental solution to the
heat equation In mathematics and physics, the heat equation is a certain partial differential equation. Solutions of the heat equation are sometimes known as caloric functions. The theory of the heat equation was first developed by Joseph Fourier in 1822 for t ...
on a specified domain with appropriate
boundary conditions In mathematics, in the field of differential equations, a boundary value problem is a differential equation together with a set of additional constraints, called the boundary conditions. A solution to a boundary value problem is a solution to th ...
. It is also one of the main tools in the study of the spectrum of the
Laplace operator In mathematics, the Laplace operator or Laplacian is a differential operator given by the divergence of the gradient of a scalar function on Euclidean space. It is usually denoted by the symbols \nabla\cdot\nabla, \nabla^2 (where \nabla is the ...
, 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 ''t'' = 0. ] The most well-known heat kernel is the heat kernel of ''d''-dimensional Euclidean space R''d'', which has the form of a time-varying Gaussian function, :K(t,x,y) = \exp\left(t\Delta\right)(x,y) = \frac e^\qquad(x,y\in\mathbb^d,t>0)\, This solves the heat equation :\frac(t,x,y) = \Delta_x K(t,x,y)\, for all ''t'' > 0 and ''x'',''y'' ∈ R''d'', where Δ is the Laplace operator, with the initial condition :\lim_ K(t,x,y) = \delta(x-y)=\delta_x(y) where δ is a Dirac delta distribution and the limit is taken in the sense of distributions. To wit, for every smooth function φ of
compact support In mathematics, the support of a real-valued function f is the subset of the function domain containing the elements which are not mapped to zero. If the domain of f is a topological space, then the support of f is instead defined as the smallest ...
, :\lim_\int_ K(t,x,y)\phi(y)\,dy = \phi(x). On a more general domain Ω in R''d'', such an explicit formula is not generally possible. The next simplest cases of a disc or square involve, respectively,
Bessel functions Bessel functions, first defined by the mathematician Daniel Bernoulli and then generalized by Friedrich Bessel, are canonical solutions of Bessel's differential equation x^2 \frac + x \frac + \left(x^2 - \alpha^2 \right)y = 0 for an arbitrary ...
and Jacobi theta functions. Nevertheless, the heat kernel (for, say, the Dirichlet problem) still exists and is smooth for ''t'' > 0 on arbitrary domains and indeed on any
Riemannian manifold In differential geometry, a Riemannian manifold or Riemannian space , so called after the German mathematician Bernhard Riemann, is a real manifold, real, smooth manifold ''M'' equipped with a positive-definite Inner product space, inner product ...
with boundary, provided the boundary is sufficiently regular. More precisely, in these more general domains, the heat kernel for the Dirichlet problem is the solution of the initial boundary value problem : \begin & \frac(t,x,y) = \Delta K(t,x,y) \text t>0 \text x,y\in\Omega \\ pt& \lim_ K(t,x,y) = \delta_x(y) \text x,y\in\Omega \\ pt& K(t,x,y) = 0, \quad x\in\partial\Omega \text y\in\partial\Omega. \end It is not difficult 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) ''U''. Let ''λ''''n'' be the eigenvalues for the Dirichlet problem of the Laplacian :\left\{ \begin{array}{ll} \Delta \phi + \lambda \phi = 0 & \text{in } U\\ \phi=0 & \text{on }\ \partial U. \end{array}\right. Let φ''n'' denote the associated eigenfunctions, normalized to be orthonormal in L2(''U''). The inverse Dirichlet Laplacian Δ−1 is a
compact Compact as used in politics may refer broadly to a pact or treaty; in more specific cases it may refer to: * Interstate compact * Blood compact, an ancient ritual of the Philippines * Compact government, a type of colonial rule utilized in British ...
and selfadjoint operator, and so the spectral theorem implies that the eigenvalues satisfy :0 < \lambda_1 < \lambda_2\le \lambda_3\le\cdots,\quad \lambda_n\to\infty. 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 φ by :T\phi = \int_\Omega K(t,x,y)\phi(y)\,dy. The
spectral mapping theorem In mathematics, especially functional analysis, a Banach algebra, named after Stefan Banach, is an associative algebra A over the real or complex numbers (or over a non-Archimedean complete normed field) that at the same time is also a Banach spa ...
gives a representation of ''T'' in the form :T = e^{t\Delta}. 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 The Minakshisundaram–Pleijel zeta function is a zeta function encoding the eigenvalues of the Laplacian of a compact Riemannian manifold. It was introduced by . The case of a compact region of the plane was treated earlier by . Definition For a ...
* Mehler kernel *


References

* * . * * * {{DEFAULTSORT:Heat Kernel Heat conduction Spectral theory Parabolic partial differential equations