Optimal quantics index ordering for combined frequency–momentum/orbital vertex representations

Determine the optimal grouping and ordering of quantics bits when representing the four-point vertex F_{ijkl}(ν, ν′, ω) in a single QTT that simultaneously encodes frequency and momentum/orbital indices, so as to minimize bond dimensions and enable efficient evaluation of parquet and Bethe–Salpeter equations.

Background

Extending QTT methods to vertices with orbital and momentum dependencies introduces N4 components, making naive per-index QTTs impractical. A unified QTT that incorporates both frequency and index dependencies could exploit low-rank structure across components, but its efficiency hinges on a judicious quantics index ordering.

Choosing an index ordering that preserves scale separation and minimizes inter-core entanglement is crucial for maintaining small bond dimensions and tractable MPO operations.

References

To pursue such a strategy and optimize its efficiency, further methodological developments will be required to address some open questions: What is the best grouping and order of quantics indices for a combined frequency and momentum/orbital representation?

Two-particle calculations with quantics tensor trains: Solving the parquet equations (2410.22975 - Rohshap et al., 30 Oct 2024) in Appendix: Model extensions