Another big problem with studying high-dimensional spaces is that you run into many configurations that simply do not make sense in three dimensions/correspond to completely nonphysical shapes. This makes it difficult to study real (3-D) structures using many parameters because results in higher dimensional spaces do not necessarily correspond to a real shape.