Diagonal monitored-transport limit

Let BLN=(PSLN)(PSLN1)(PS1)B_{L_N}=(PS_{L_N})(PS_{L_N-1})\cdots(PS_1), where S1,,SLNS_1,\ldots,S_{L_N} are independent Haar-distributed unitary matrices in U(N)U(N) and PP is a deterministic orthogonal projection of rank N1N-1. Let μτ\mu_\tau be the compactly supported probability measure on [0,1][0,1] characterized by

Sμτ(z)=exp(τ1+z).S_{\mu_\tau}(z)=\exp\left(\frac{\tau}{1+z}\right).

Diagonal monitored-transport limit. If LN/NτL_N/N\to\tau, then

ESD(BLNBLN)probμτ.\operatorname{ESD}(B_{L_N}^\dagger B_{L_N})\xrightarrow{\mathrm{prob}}\mu_\tau.

The fixed-length random-matrix limit and the free small-loss limit support this prediction, but the regime in which the chain length and matrix dimension grow simultaneously is described in the source as conjectural and is not established by those results.

Sources & referencesView supporting material

Primary source

Joon Hyung Lee, “Free Multiplicative Convolution and Erlang Moments in Monitored Quantum Transport”, arXiv:2607.05693 (2026).

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