For construction, I would recommend checking out if you haven’t
- [0708.1221] Finite automata for caching in matrix product algorithms
- [0804.2509] Infinite size density matrix renormalization group, revisited
And this paper on MPO compression
I’ll have to let others comment on the exact compression techniques that are in ITensors