English

Superposition and higher-order spacing ratios in random matrix theory with application to complex systems

Statistical Mechanics 2021-08-16 v3 Disordered Systems and Neural Networks Numerical Analysis Numerical Analysis Data Analysis, Statistics and Probability Quantum Physics

Abstract

The statistical properties of spectra of quantum systems within the framework of random matrix theory is widely used in many areas of physics. These properties are affected, if two or more sets of spectra are superposed, resulting from the discrete symmetries present in the system. Superposition of spectra of mm such circular orthogonal, unitary and symplectic ensembles are studied numerically using higher-order spacing ratios. For given mm and the Dyson index β\beta, the modified index β\beta' is tabulated whose nearest neighbor spacing distribution is identical to that of kk-th order spacing ratio. For the case of m=2m=2 (m=3m=3) in COE (CUE) a scaling relation between β\beta' and kk is given. For COE, it is conjectured that for k=m+1k=m+1 (m2m\geq2) and k=m3k=m-3-th (m5m\geq5) order spacing ratio distribution the β\beta' is m+2m+2 and m4m-4 respectively. Whereas in the case of CSE, for k=m+1k=m+1 (m2m\geq2) and k=m1k=m-1-th (m3m\geq3) the β\beta' is 2m+32m+3 and 2(m2)2(m-2) respectively. We also conjecture that for given mm (kk) and β\beta, the sequence of β\beta' as a function of kk (mm) is unique. Strong numerical evidence in support of these results is presented. These results are tested on complex systems like the measured nuclear resonances, quantum chaotic kicked top and spin chains.

Keywords

Cite

@article{arxiv.1905.02585,
  title  = {Superposition and higher-order spacing ratios in random matrix theory with application to complex systems},
  author = {Udaysinh T. Bhosale},
  journal= {arXiv preprint arXiv:1905.02585},
  year   = {2021}
}

Comments

14 pages, 16 figures, 11 tables. This paper is accepted in Physical Review B. This is a substantially improved version and few results overlap with arXiv:1905.02585v2 [cond-mat.stat-mech]. Comments are welcome

R2 v1 2026-06-23T08:59:18.134Z