Oh you are mixing Physics and Maths. You are asking whether the space we live in has many dimensions, this article about is about the mathematics of spaces that does have many dimensions. One can use the mathematics of such spaces to, for example, find stored images nearest to a query image, nearest document to a query document and so on.