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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.

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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