The uniform electron gas at warm dense matter conditions

T Dornheim, S Groth, M Bonitz - Physics Reports, 2018 - Elsevier
Motivated by the current high interest in the field of warm dense matter research, in this
article we review the uniform electron gas (UEG) at finite temperature and over a broad …

Nevanlinna analytical continuation

J Fei, CN Yeh, E Gull - Physical Review Letters, 2021 - APS
Simulations of finite temperature quantum systems provide imaginary frequency Green's
functions that correspond one to one to experimentally measurable real-frequency spectral …

Analytical continuation of matrix-valued functions: Carathéodory formalism

J Fei, CN Yeh, D Zgid, E Gull - Physical Review B, 2021 - APS
Finite-temperature quantum field theories are formulated in terms of Green's functions and
self-energies on the Matsubara axis. In multiorbital systems, these quantities are related to …

Sparse modeling in quantum many-body problems

J Otsuki, M Ohzeki, H Shinaoka… - journal of the physical …, 2020 - journals.jps.jp
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 …

Robust analytic continuation of Green's functions via projection, pole estimation, and semidefinite relaxation

Z Huang, E Gull, L Lin - Physical Review B, 2023 - APS
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 …

Sparse sampling approach to efficient ab initio calculations at finite temperature

J Li, M Wallerberger, N Chikano, CN Yeh, E Gull… - Physical Review B, 2020 - APS
Efficient ab initio calculations of correlated materials at finite temperatures require compact
representations of the Green's functions both in imaginary time and in Matsubara frequency …

Low-order scaling quasiparticle self-consistent GW for molecules

A Förster, L Visscher - Frontiers in Chemistry, 2021 - frontiersin.org
Low-order scaling GW implementations for molecules are usually restricted to
approximations with diagonal self-energy. Here, we present an all-electron implementation …

Artificial neural network approach to the analytic continuation problem

R Fournier, L Wang, OV Yazyev, QS Wu - Physical Review Letters, 2020 - APS
Inverse problems are encountered in many domains of physics, with analytic continuation of
the imaginary Green's function into the real frequency domain being a particularly important …

Sparse modeling approach to analytical continuation of imaginary-time quantum Monte Carlo data

J Otsuki, M Ohzeki, H Shinaoka, K Yoshimi - Physical Review E, 2017 - APS
A data-science approach to solving the ill-conditioned inverse problem for analytical
continuation is proposed. The root of the problem lies in the fact that even tiny noise of …

Minimal pole representation and controlled analytic continuation of Matsubara response functions

L Zhang, E Gull - Physical Review B, 2024 - APS
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 …