Differentiate the equation for with respect to , commuting mixed partial derivatives for a sufficiently smooth solution. With this gives
This is the viscous Burgers equation when .
For , the chain rule gives and . Consequently
Thus
This is the potential form of the Cole-Hopf transformation, with . For it is a forward diffusion equation; at the exponential transformation is undefined, while negative gives a backward heat equation.

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