Evan's PDE book discusses Poisson's Equation $-\Delta u= f$ where $f\in C_c^2(U)$ as Theorem 1.1. With such a condition on $f$, we can basically pass all differentiations to it in order to show that $u\in C^2$. However, if we require only that $f \in C_c^1(U)$ then it seems that this method doesn't work so easily. I've attempted to do it by integration by parts, but it doesn't seem to work.
Following Evans, we can get $u_{x_i}=\int_{\mathbb{R}}\Phi(y) f_{x_i}(x-y) dy$ just as before. This shows $u$ is $C^1$. However, we can't put a second partial on $f$, so we must pass the derivative to $\Phi$ somehow, but this is where I am struggling since we need to avoid the blow up of $\Phi$ at $0$.