I have just read on the German Wikipedia that an infinite graph is a graph with an infinite number of nodes or an infinite number of edges. I only know applications and algorithms for finite graphs.

What are infinite graphs good for?

What are applications of those? I can't imagine algorithms that would work on infinite graphs, as you can't store an infinite graph. So you can't operate on it.