The Wishart--Rosenzweig--Porter random matrix ensemble
arXiv:2510.15764 · doi:10.1088/1742-5468/ae29f6
Abstract
In recent years the Rosenzweig--Porter (RP) ensemble, obtained by adding a diagonal matrix with independent and identically distributed elements to a Gaussian random matrix, has been widely used as a minimal model for the emergence of fractal eigenstates in complex many-body systems. A key open question concerns the robustness of its phase diagram when the assumption of independent and uncorrelated entries is relaxed -- an assumption that simplifies its analysis, but is generally violated in realistic quantum systems. In this work, we take a first step in this direction by considering a deformed Wishart (rather than Gaussian) random matrix, which we dub the ``Wishart--RP'' ensemble. Using perturbation theory, as well as the cavity and replica methods and the Dyson Brownian motion approach, we characterize its phase diagram and localization properties. Remarkably, we show that the level compressibility, which quantifies spectral correlations in the fractal phase, coincides with that of the Gaussian RP model, thereby extending the universality conjectured in [SciPost Phys. 14, 110 (2023)] beyond the fully uncorrelated setting. We confirm our results with numerical tests.
31+14 pages, 7 figures
References in corpus (37)
- Thermalization and its mechanism for generic isolated quantum systems
- Many body localization and thermalization in quantum statistical mechanics
- Many-body localization edge in the random-field Heisenberg chain
- Recent progress in many-body localization
- Cleaning large correlation matrices: tools from random matrix theory
- Localization and adiabatic pumping in a generalized Aubry-André-Harper model
- Many-Body Localization in the Age of Classical Computing
- Rare thermal bubbles at the many-body localization transition from the Fock space point of view
- From non-ergodic eigenvectors to local resolvent statistics and back: a random matrix perspective
- The Many-Body localization transition in the Hilbert space
- Dynamical phases in a "multifractal" Rosenzweig-Porter model
- Fragile ergodic phases in logarithmically-normal Rosenzweig-Porter model
- The Lévy-Rosenzweig-Porter random matrix ensemble
- Multifractality and its role in anomalous transport in the disordered XXZ spin-chain
- Eigenvectors under a generic perturbation: non-perturbative results from the random matrix approach
- Mobility edge and multifractality in a periodically driven Aubry-André model
- Emergent fractal phase in energy stratified random models
- On super-Poissonian behavior of the Rosenzweig-Porter model in the non-ergodic extended regime
- Non-ergodic delocalized phase with Poisson level statistics
- Critical-to-Insulator Transitions and Fractality Edges in Perturbed Flatbands
- Generative diffusion in very large dimensions
- Anomalous multifractality in quantum chains with strongly correlated disorder
- Out of equilibrium Phase Diagram of the Quantum Random Energy Model
- Tuning the phase diagram of a Rosenzweig-Porter model with fractal disorder
- Sensitivity of (multi)fractal eigenstates to a perturbation of the Hamiltonian
- Fully localized and partially delocalized states in the tails of Erdös-Rényi graphs in the critical regime
- Multifractal phase in the weighted adjacency matrices of random Erdös-Rényi graphs
- Dynamical Signatures of Chaos to Integrability Crossover in Generalized Random Matrix Ensembles
- The Rosenzweig Porter model revisited for the three Wigner Dyson symmetry classes
- Long-range spectral statistics of the Rosenzweig-Porter model
- Matrix denoising: Bayes-optimal estimators via low-degree polynomials
- Re-entrant localization induced by short-range hopping in the fractal Rosenzweig-Porter Model
- Free Probability approach to spectral and operator statistics in Rosenzweig-Porter random matrix ensembles
- Local Density of States Correlations in the Lévy-Rosenzweig-Porter random matrix ensemble
- Index of a matrix, complex logarithms, and multidimensional Fresnel integrals
- Classes of non-Gaussian random matrices: long-range eigenvalue correlations and non-ergodic extended eigenvectors
- Top eigenpair statistics of diluted Wishart matrices