TY - JOUR
T1 - SpM
T2 - Sparse modeling tool for analytic continuation of imaginary-time Green’s function
AU - Yoshimi, Kazuyoshi
AU - Otsuki, Junya
AU - Motoyama, Yuichi
AU - Ohzeki, Masayuki
AU - Shinaoka, Hiroshi
N1 - Publisher Copyright:
Copyright © 2019, The Authors. All rights reserved.
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2019/4/5
Y1 - 2019/4/5
N2 - We present SpM, a sparse modeling tool for the analytic continuation of imaginary-time Green’s function, licensed under GNU General Public License version 3. In quantum Monte Carlo simulation, dynamic physical quantities such as single-particle and magnetic excitation spectra can be obtained by applying analytic continuation to imaginary-time data. However, analytic continuation is an ill-conditioned inverse problem and thus sensitive to noise and statistical errors. SpM provides stable analytic continuation against noise by means of a modern regularization technique, which automatically selects bases that contain relevant information unaffected by noise. This paper details the use of this program and shows some applications.
AB - We present SpM, a sparse modeling tool for the analytic continuation of imaginary-time Green’s function, licensed under GNU General Public License version 3. In quantum Monte Carlo simulation, dynamic physical quantities such as single-particle and magnetic excitation spectra can be obtained by applying analytic continuation to imaginary-time data. However, analytic continuation is an ill-conditioned inverse problem and thus sensitive to noise and statistical errors. SpM provides stable analytic continuation against noise by means of a modern regularization technique, which automatically selects bases that contain relevant information unaffected by noise. This paper details the use of this program and shows some applications.
KW - Analytic continuation
KW - Imaginary-time/Matsubara Green’s function
KW - Sparse modeling
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M3 - Article
AN - SCOPUS:85093768910
JO - [No source information available]
JF - [No source information available]
SN - 0402-1215
ER -