For t>0t>0 and xRnx\in\mathbb R^n, the Euclidean heat kernel with diffusivity ν>0\nu>0 is

Gν(t,x)=(4πνt)n/2exp ⁣(x24νt).G_\nu(t,x)=(4\pi\nu t)^{-n/2}\exp\!\left(-\frac{|x|^2}{4\nu t}\right).

It is positive, has integral one in xx, and solves the for positive time.

Normalization and concentration

The Gaussian integral proves the mass normalization, and direct differentiation proves tGν=νΔGν\partial_tG_\nu=\nu\Delta G_\nu. Its scaling is Gν(t,x)=(νt)n/2G1(1,x/νt)G_\nu(t,x)=(\nu t)^{-n/2}G_1(1,x/\sqrt{\nu t}). For each fixed δ>0\delta>0, the integral over x>δ|x|>\delta tends to zero as t0t\downarrow0. The time-zero limit is a point mass in the distributional sense, not an ordinary integrable function.

References