The Fourier transform f~ of a function f is defined as
f~(k)=∫−∞∞f(x)e−ikxdx, so that f(x)=2π1∫−∞∞f~(k)eikxdk
A Green's function G(t,t′,x,x′) for the diffusion equation in one spatial dimension satisfies
∂t∂G−D∂x2∂2G=δ(t−t′)δ(x−x′)
(a) By applying a Fourier transform, show that the Fourier transform G~ of this Green's function and the Green's function G are
G~(t,t′,k,x′)G(t,t′,x,x′)=H(t−t′)e−ikx′e−Dk2(t−t′)=4πD(t−t′)H(t−t′)e−4D(t−t′)(x−x′)2
where H is the Heaviside function. [Hint: The Fourier transform F~ of a Gaussian F(x)=4πa1e−4ax2,a=const, is given by F~(k)=e−ak2.]
(b) The analogous result for the Green's function for the diffusion equation in two spatial dimensions is
G(t,t′,x,x′,y,y′)=4πD(t−t′)H(t−t′)e−4D(t−t′)1[(x−x′)2+(y−y′)2]
Use this Green's function to construct a solution for t⩾0 to the diffusion equation
∂t∂Ψ−D(∂x2∂2Ψ+∂y2∂2Ψ)=p(t)δ(x)δ(y)
with the initial condition Ψ(0,x,y)=0.
Now set
p(t)={p0=const0 for 0⩽t⩽t0 for t>t0
Find the solution Ψ(t,x,y) for t>t0 in terms of the exponential integral defined by
Ei(−η)=−∫η∞λe−λdλ
Use the approximation Ei(−η)≈lnη+C, valid for η≪1, to simplify this solution Ψ(t,x,y). Here C≈0.577 is Euler's constant.