Blind deconvolution of density-matrix renormalization-group spectra

M. Paech and E. Jeckelmann
Phys. Rev. B 89, 195101 – Published 1 May 2014

Abstract

We present a numerical method for calculating piecewise smooth spectral functions of correlated quantum systems in the thermodynamic limit from the spectra of finite systems computed using the dynamical or correction-vector density-matrix renormalization group method. The key idea is to consider this problem as a blind deconvolution with an unknown kernel, which causes both a broadening and finite-size corrections of the spectrum. In practice, the method reduces to a least-square optimization under nonlinear constraints which enforce the positivity and piecewise smoothness of spectral functions. The method is demonstrated on the single-particle density of states of one-dimensional paramagnetic Mott insulators represented by the half-filled Hubbard model on an open chain. Our results confirm that the density of states has a steplike shape but no square-root singularity at the spectrum onset.

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  • Received 20 January 2014
  • Revised 16 April 2014

DOI:https://doi.org/10.1103/PhysRevB.89.195101

©2014 American Physical Society

Authors & Affiliations

M. Paech and E. Jeckelmann

  • Institut für Theoretische Physik, Leibniz Universität Hannover, Appelstrasse 2, D-30167 Hannover, Germany

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Issue

Vol. 89, Iss. 19 — 15 May 2014

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