Entangled benchmarks for local-profile approximation

Construct an alternative conditioning approximation for arbitrary quantum state classes that approximates their local Pauli profiles by states in the convex hull of a suitable entangled benchmark, with errors small enough to produce a useful energy comparison for Hamiltonian models where separable approximations are inadequate.

Background

The conditioning construction developed in the paper replaces a state's conditional marginals by products, thereby producing separable approximations and enabling comparisons with product-state benchmarks. This framework is effective for the dense quantum p-spin model and for several structured state classes.

The authors leave unresolved whether the same strategy can preserve suitable entanglement in the benchmark states. Such a construction could extend the local-profile complexity method to Hamiltonian models for which approximation by separable states does not provide sufficient control.

References

Can an alternative construction approximate local profiles by states in the convex hull of a suitable entangled benchmark, with errors small enough to yield a useful energy comparison? This could extend the method to Hamiltonian models for which the present separable approximation does not provide adequate control.

— Beyond Light Cones: State Preparation Complexity in Quantum Spin Glasses  (2610.02166 - Al-Ghattas et al., 1 Oct 2026) in Section 'Open questions'