$$ \newcommand{\uex}{{u_{\small\mbox{e}}}} \newcommand{\vex}{{v_{\small\mbox{e}}}} \newcommand{\half}{\frac{1}{2}} \newcommand{\tp}{\thinspace .} \newcommand{\Oof}[1]{\mathcal{O}(#1)} $$

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Lowering the order of the derivative in the correction term

$$ u' = -au,\quad\Rightarrow\quad u''=-au'=a^2u\tp$$ Result for \( u''=a^2u \): apply Forward Euler to a perturbed ODE, $$ \begin{equation} u' = -\hat au ,\quad \hat a = a(1 - {\half}a\Delta t), \tag{31} \end{equation} $$ to make a second-order scheme!

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