How to calculate indefinite integral involving infinite sums?

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I want to calculate the following integral: $$ \int_{0}^{\infty}\left(x-\frac{x^3}{2}+\frac{x^5}{2\cdot 4}-\frac{x^7}{2\cdot 4\cdot 6}+\cdots\right)\;\left(1+\frac{x^2}{2^2}+\frac{x^4}{2^2\cdot 4^2}+\frac{x^6}{2^2\cdot 4^2\cdot 6^2}+\cdots\right)\,\mathrm{d}x $$

I have no idea how to start; any help is highly appreciated.

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A way is to consider the closed form of the series. Then, the integral of the product of them is a known Laplace transform :

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Thank you, it was quite helpful; I know found an easier way to prove it:

Starting from $$\sum_{k=0}^{\infty} \frac{x^{2k+1}(-1)^k}{2^kk!}=xe^{-\frac{x^2}{2}}$$ we can rewrite the integral as follows:

$$ I=\int_{0}^{\infty}\left(x-\frac{x^3}{2}+\frac{x^5}{2\cdot 4}-\frac{x^7}{2\cdot 4\cdot 6}+\cdots\right)\;\left(1+\frac{x^2}{2^2}+\frac{x^4}{2^2\cdot 4^2}+\frac{x^6}{2^2\cdot 4^2\cdot 6^2}+\cdots\right)\,\mathrm{d}x = \int_{0}^{\infty}xe^{-\frac{x^2}{2}}\cdot\ \sum_{k=0}^{\infty} \frac{x^{2k}}{2^{2k}{k!}^2}\mathrm{d}x = \sum_{k=0}^{\infty} \left( \frac{1}{2^{2k}{k!}^2}\int_{0}^{\infty}e^{-\frac{x^2}{2}}\cdot\ x^{2k+1}\mathrm{d}x \right) $$

Know with the substitution $x\to \sqrt{2x}$ we obtain: $$I=\sum_{k=0}^{\infty} \left( \frac{1}{2^{2k}{k!}^2}\int_{0}^{\infty}\frac{\sqrt2}{2\sqrt{x}}\cdot e^{-x}\cdot\ 2^{k+\frac{1}{2}}\cdot x^{k+\frac{1}{2}}\mathrm{d}x \right)=\sum_{k=0}^{\infty} \left( \frac{1}{2^{k}{k!}^2}\int_{0}^{\infty} e^{-x}\cdot\ x^{k}\mathrm{d}x \right)=\sum_{k=0}^{\infty} \frac{1}{2^{k}{k!}}=\sqrt e$$ Where I used that by the integral definition of the gamma function $\int_{0}^{\infty} e^{-x}\cdot\ x^{k}\mathrm{d}x=\Gamma (k+1)=k!$ and the well known series expansion $e^x=\sum_{k=0}^{\infty} \frac{x^k}{{k!}}$.