Could We Detect Aliens Nuclear Explosions?

We just like to know the aliens are there. And whatever they do in their normal civilization, extrapolation, we'd like to see if we could detect it. Could we detect alien nuclear explosions? I imagine you're saying these are like accidental nuclear explosions or on purpose nuclear explosions. Either one, right? We don't discriminate.