Sparse modeling in quantum many-body problems
This review paper describes the basic concept and technical details of sparse modeling and
its applications to quantum many-body problems. Sparse modeling refers to methodologies …
its applications to quantum many-body problems. Sparse modeling refers to methodologies …
Robust analytic continuation of Green's functions via projection, pole estimation, and semidefinite relaxation
Green's functions of fermions are described by matrix-valued Herglotz-Nevanlinna functions.
Since analytic continuation is fundamentally an ill-posed problem, the causal space …
Since analytic continuation is fundamentally an ill-posed problem, the causal space …
Minimal pole representation and controlled analytic continuation of Matsubara response functions
Analytic continuation is a central step in the simulation of finite-temperature field theories in
which numerically obtained Matsubara data are continued to the real frequency axis for a …
which numerically obtained Matsubara data are continued to the real frequency axis for a …
[HTML][HTML] ana_cont: Python package for analytic continuation
J Kaufmann, K Held - Computer Physics Communications, 2023 - Elsevier
We present the Python package ana_cont for the analytic continuation of fermionic and
bosonic many-body Green's functions by means of either the Padé approximants or the …
bosonic many-body Green's functions by means of either the Padé approximants or the …
TRIQS/Nevanlinna: Implementation of the Nevanlinna Analytic Continuation method for noise-free data
We present the TRIQS/Nevanlinna analytic continuation package, an efficient
implementation of the methods proposed by J. Fei et al.(2021)[53] and (2021)[55] …
implementation of the methods proposed by J. Fei et al.(2021)[53] and (2021)[55] …
Robust analytic continuation combining the advantages of the sparse modeling approach and the Padé approximation
Y Motoyama, K Yoshimi, J Otsuki - Physical Review B, 2022 - APS
Analytic continuation (AC) from the imaginary-time Green's function to the spectral function is
a crucial process for numerical studies of the dynamical properties of quantum many-body …
a crucial process for numerical studies of the dynamical properties of quantum many-body …
Maximum entropy analytic continuation of anomalous self-energies
C Yue, P Werner - Physical Review B, 2023 - APS
The anomalous self-energy plays an important role in the analysis of superconducting
states. Its spectral weight provides information on the pairing glue of superconductors, but it …
states. Its spectral weight provides information on the pairing glue of superconductors, but it …
Learned optimizers for analytic continuation
D Huang, Y Yang - Physical Review B, 2022 - APS
Traditional maximum entropy and sparsity-based algorithms for analytic continuation often
suffer from the ill-posed kernel matrix or demand tremendous computation time for …
suffer from the ill-posed kernel matrix or demand tremendous computation time for …
Autoencoder-based analytic continuation method for strongly correlated quantum systems
Solving ill-posed problems is central to a variety of scientific investigations. We focus here
on the analytic continuation of imaginary-time data obtained from quantum Monte Carlo …
on the analytic continuation of imaginary-time data obtained from quantum Monte Carlo …
DCore: Integrated DMFT software for correlated electrons
We present a new open-source program, DCore, that implements dynamical mean-field
theory (DMFT). DCore features a user-friendly interface based on text and HDF5 files. It …
theory (DMFT). DCore features a user-friendly interface based on text and HDF5 files. It …