We present a brief review about our recent studies on systems made of magnetic nanoparticles. In particular we focus on three different systems: bulky and quasi-2D dipolar-soft ferrofluids, shifted dipolar particles, and magnetic filaments. Several theoretical formalisms for the different systems will be presented and compared to numerical simulations. The insight obtained from those studies will be thoroughly discussed.