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Conditions for efficient thermalization of the Khovanov Hodge Laplacian

Characterize necessary and sufficient conditions under which the Hodge Laplacian of Khovanov homology admits efficient thermalization procedures that prepare low-temperature Gibbs states with inverse-polynomial overlap with the ground space.

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Background

The proposed quantum algorithm relies on pre-thermalization: preparing a Gibbs state of the Hodge Laplacian at sufficiently low temperature before projecting onto the kernel. Complexity-theoretic barriers suggest thermalization cannot be efficient for all instances, but typical-case behavior appears favorable. A rigorous characterization of when efficient thermalization is possible would determine the algorithm’s scope of efficiency.

References

It is a key open question to fully characterize under what conditions efficient thermalization of the Hodge Laplacian is possible.

A quantum algorithm for Khovanov homology (2501.12378 - Schmidhuber et al., 21 Jan 2025) in Section 10 (Thermalization and uniform sampling), Subsection: Thermalization of the Hodge Laplacian