Closed form of $\sum_{k=0}^{\infty}r^{k^2}$

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Is there a known closed form for the sum $\sum\limits_{k=0}^{\infty}r^{k^2}$?

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$(\theta_3(0,r)+1)/2$ where $\theta_3$ is a Jacobi theta function.