Let U$\subset$ $\mathbb{R}^n$ be a bounded smooth domain. Let $\lambda \in \mathbb{R}$ and $u \in C^2(\bar{U})$ such that $\Delta u=\lambda u$ and $u|_{\partial U}=0$. Prove that $u\equiv 0$ on $U$ or $\lambda<0$. We studied out of PDE Evans but I honestly don't know how to prove this.
PDE bounded smooth
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Our colleague Kosh presents the essentials of the requisite proof in his answer (+1, endorsed), but I wanted to flesh out the details, so:
We begin with the following well-known identity:
$\nabla \cdot (u \nabla u) = \nabla u \cdot \nabla u + u \nabla \cdot \nabla u$ $= \nabla u \cdot \nabla u + u \nabla^2 u = \nabla u \cdot \nabla u + u \Delta u; \tag 1$
we are given
$\Delta u = \lambda u; \tag 2$
thus
$\nabla \cdot (u \nabla u) = \nabla u \cdot \nabla u + u \Delta u = \nabla u \cdot \nabla u + \lambda u^2; \tag 3$
we integrate over $U$:
$\displaystyle \int_U \nabla \cdot (u \nabla u) \; dV = \displaystyle \int_U \nabla u \cdot \nabla u \; dV + \displaystyle \int_U \lambda u^2 \; dV$ $= \displaystyle \int_U \nabla u \cdot \nabla u \; dV + \lambda \int_U u^2 \; dV; \tag 4$
the left hand side of this equation may be converted into a surface integral over $\partial U$ by means of the divergence theorem:
$\displaystyle \int_U \nabla \cdot (u \nabla u) \; dV = \displaystyle \int_{\partial U} u \nabla u \cdot \vec n \; dS, \tag 5$
where $\vec n$ is the outward pointing unit normal vector field on $\partial U$ and $dS$ is its area element. In light of the given boundary condition
$u \mid \partial u = 0, \tag 6$
the integral on the right of (5) vanishes and so (4) becomes
$\displaystyle \int_U \nabla u \cdot \nabla u \; dV + \lambda \int_U u^2 \; dV = 0, \tag 7$
or
$\displaystyle \int_U \nabla u \cdot \nabla u \; dV = -\lambda \int_U u^2 \; dV. \tag 8$
Now if
$u \not \equiv 0 \tag 9$
on $U$, then by virtue of (6)
$\nabla u \not \equiv 0 \tag{10}$
as well, which implies (since $\nabla u$ is continuous)
$\displaystyle \int_U \nabla u \cdot \nabla u \; dV > 0; \tag{11}$
we also have, from (9),
$\displaystyle \int_U u^2 \; dV > 0, \tag{12}$
thus (7) may be written
$\lambda = -\dfrac{\displaystyle \int_U \nabla u \cdot \nabla u \; dV}{\displaystyle \int_U u^2 \; dV} < 0. \tag{13}$
If $\lambda$ is positive, then multiplying both members by $u$ and then integrating over your domain $U$ you get $$ \int_U u \Delta u = \lambda \int_U u^2 \, . $$ Integrating by parts the LHS (taking into account that $u=0$ on $\partial U$) you obtain $$ -\int_U |\nabla u|^2 = \lambda \int_U u^2 \,. $$ Since $\lambda \geq0$, necessarily $$ \int_U |\nabla u|^2\leq 0. $$ This implies $\nabla u = 0$ on $U$. Hence the function $u$ is constant in $U$. Therefore the zero function because of the boundary condition.