A new random matrix ensemble accurately reproduces level spacing distributions across the integrability-to-chaos transition, with universal power-law statistics discovered in off-diagonal Hamiltonian matrix elements across diverse quantum systems.
#QuantumChaos #RandomMatrixTheory #Research
Random Matrix Theory Powers New AI Model Compression Technique
RMT‑KD leverages random matrix theory for knowledge distillation, trimming up to 80% of model parameters with just ~2% accuracy loss and 2.8× faster inference. getnews.me/random-matrix-theory-pow... #randommatrixtheory #modelcompression
Spectral analysis of $q$-deformed unitary ensembles with the
Al-Salam--Carlitz weight
Jaeseong Oh, Sung-Soo Byun et al.
Paper
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#QuantumPhysics #AlgebraicCombinatorics #RandomMatrixTheory
Eigenvalue spectrum support of paired random matrices with
pseudo-inverse
Uri Cohen
Paper
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#EigenvalueAnalysis #RandomMatrixTheory #PseudoInverseMatrices
