Use separation of variables with on a region where the factors do not vanish. The equation becomes , soThe separated equations are and , giving . Choosing gives the nonconstant real solutionAlthough the division used , the resulting solution extends smoothly across and directly satisfies everywhere.
With the same separation of variables ansatz, givesOn , integration yields and . The choice , gives a polynomial that extends smoothly to all real :It is nonconstant and real everywhere, and , including on the axes.
For the Gaussian ansatz, partial differentiation givesCancel the positive exponential and compare the constant and quadratic powers of in the diffusion equation. The two coupled ordinary differential equations areThe initial profile requires and . The second equation is a separable differential equation:Substitute this into the first equation and integrate its logarithmic derivative:Thusand the solution isThis is Gaussian diffusion of a smooth initial profile: its width grows while its peak decreases. The Gaussian integral gives , independent of time, which checks conservation of the total amount under the diffusion equation.
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