Those are simple bass drums,mixed with hihat, with reverb effect, slight of tremollo, where needed, and only on reverb effect...
It's called sound engineering. It is plain simple to get it. All you need is good ear, so you break sound apart, and produce it as similar as possible, or, if possible cut it off from somewhere, and use it (sampling)