Math — Random Walks & Diffusion
Mean-square displacement of a random walk.
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\langle x \rangle = 0
\langle x^2 \rangle = N \;\text{(N unit steps)}
\langle x^2 \rangle = 2Dt \;\text{(diffusion)}
\text{limit: Brownian motion}