Training machine-learned force fields for redox reactions

Here we describe the training of [math]\displaystyle{ \mathrm{Fe}^{2+} }[/math] and [math]\displaystyle{ \mathrm{Fe}^{3+} }[/math] in liquid [math]\displaystyle{ \mathrm{H}_2\mathrm{O} }[/math].