Not much here yet, but the plan is to see if analysis of persistence diagrams could be used to classify (or improve classification) of corpuses from different domains.

For more, see:

• WikiPedia article
• Chapters VII and on from the book Computational Topology, An Introduction by Edelsbrunner and Harer