Describe the underlying maths and numerical implementations in vignette

Currently the documentation is missing any real description of the methods employed, both in terms of the underlying mathematics and the numerical solver implementations. Whilst references to papers are given, as a user I would appreciate the package being self contained with all relevant information, including methodology assumptions, available in a vignette.