1. Error Analysis of Free Probability Approximations to the Density of States of Disordered Systems
- Author
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Alberto Suárez, Jiahao Chen, Ramis Movassagh, Jeremy Moix, Eric Hontz, Matthew Welborn, Alan Edelman, Troy Van Voorhis, UAM. Departamento de Ingeniería Informática, and Aprendizaje Automático (ING EPS-001)
- Subjects
Anomalous diffusion ,FOS: Physical sciences ,General Physics and Astronomy ,Mathematics - Statistics Theory ,Statistics Theory (math.ST) ,02 engineering and technology ,Quantum entanglement ,01 natural sciences ,Noise (electronics) ,Physics - Chemical Physics ,0103 physical sciences ,FOS: Mathematics ,Statistical physics ,Disordered Systems and Neural Networks ,Perturbation theory ,010306 general physics ,Chemical Physics (physics.chem-ph) ,Informática ,Physics ,Quantum Physics ,Chemical Physics ,Ergodicity ,Disordered Systems and Neural Networks (cond-mat.dis-nn) ,Condensed Matter - Disordered Systems and Neural Networks ,021001 nanoscience & nanotechnology ,16. Peace & justice ,Free probability ,Moment (mathematics) ,Statistics Theory ,Density of states ,46L54, 65C60, 97K70 ,Quantum Physics (quant-ph) ,0210 nano-technology - Abstract
Theoretical studies of localization, anomalous diffusion and ergodicity breaking require solving the electronic structure of disordered systems. We use free probability to approximate the ensemble- averaged density of states without exact diagonalization. We present an error analysis that quantifies the accuracy using a generalized moment expansion, allowing us to distinguish between different approximations. We identify an approximation that is accurate to the eighth moment across all noise strengths, and contrast this with the perturbation theory and isotropic entanglement theory., Comment: 5 pages, 3 figures, submitted to Phys. Rev. Lett
- Published
- 2012
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