Heat flow equation via Fourier Series

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I know how to solve heat equations and wave equations defined on $\mathbb{R}^n\times(0,\infty)$ using Fourier transform. But I am having trouble solving similar equations defined on finite intervals using Fourier series. To be precise, how do I start on the equation $$u_x = u_{tt}$$ with initial condition $$u(x,0) = f(x),$$ and $u$ is defined on $(a, b)\times(0, \infty)$?

The boundary conditions are $u(a,t) = u(b ,t) = 0$ for every $t>0$.

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There is something contradictory in the wording of the question. The written equation is : $$u_x=u_{tt}$$ which, in fact, is not the heat equation : $$u_t=u_{xx}$$ as raised in the title and claimed the wording.

Supposing that this is a pypo, the next answer is the solving of the heat equation $u_t=u_{xx}$ with the specified boundary conditions ( and via Fourier series as requested ).

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Your endpoint condition is not sufficient. You'll need two conditions. For example, $$ -f''=\lambda f \\ f(a)=f(b) \\ f'(a)=f'(b). $$ is a well-posed eigenfunction problem with eigenfunctions $\{ \exp(2\pi n\frac{x-a}{b-a})\}_{n=-\infty}^{\infty}$, and eigenvalues $\lambda=\left(\frac{2\pi n}{b-a}\right)^2$

And the following problem is also a well-posed eigenfunction problem: $$ -f''-\lambda f \\ f(a)=f(b) \\ f'(a)=-f'(b). $$ Solutions include $\{\sin((2n+1)\pi\frac{x-a}{b-a})\}_{n=1}^{\infty}$

These are the most common types of periodic conditions, but there are others.