Possible non-universal corrections for constrained real ensembles
Consider real matrix ensembles with additional linear constraints, including real symmetric or other structured real matrices. Let denote an absolutely continuous limiting level-crossing measure on that is invariant under the natural -action. Constrained-real correction conjecture. Such a density should have the form
where is non-negative and normalized so that the total mass is one; in the full real i.i.d. case, . The source presents this as an expected form rather than an established universality statement, reflecting possible non-uniform behavior caused by real symmetry constraints.
References
Primary source
B. Shapiro, “Level Crossing in Random Matrices. III. Analogs of Girko's circular and Wigner's semicircle laws”, arXiv:2604.25785 (2026).
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