Establish a weak Harris spectral gap for the projective process

Establish the additional global contraction estimate in the projective-process metric required, together with the local d-smallness result, to apply a weak Harris theorem and prove a spectral gap.

Background

The paper proves local d-smallness for the Markov semigroup of the projective process near the prepared state. Specifically, a prepared neighborhood is shown to satisfy a uniform transport contraction estimate for a truncated metric.

The authors explain that local d-smallness alone is insufficient for a weak Harris spectral-gap argument: one also needs a suitable contraction estimate controlling the dynamics away from the prepared neighborhood. They state that obtaining this global contraction estimate remains beyond the present methods and identify it as a direction for future work.

References

gives only local d-smallness. The additional d contraction estimate required for a weak Harris spectral gap argument is currently out of reach and is left for future work.

Unique Ergodicity for the Projective Process of the 2D Navier--Stokes Equation with Nondegenerate Noise  (2608.18075 - Lian et al., 18 Aug 2026) in Remark following Corollary (d-small), Section (A convolution driver bridge and local d-smallness)