[wnkrshm]

With hypervolumes you mean all the (n-1)-dimensional 'faces' (n > 1) formed by a vertex and its neighbours in an n-dimensional simplex or a mesh of those? To assign unique weights to all interactions between a vertex and up to n-1 of its neighbours, I assume.

[antt]

Yeah. And because they are sparse the representation is both tiny and stupidly powerful.

[kian]

Would you care to share some pointers to materials where one could learn about simplicial representations of things traditionally modeled by networks?

[antt]

There aren't any I could find, I had to do everything from first principles and the notebooks were left with my employer.