The uniform electron gas at warm dense matter conditions
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 …
article we review the uniform electron gas (UEG) at finite temperature and over a broad …
Nevanlinna analytical continuation
Simulations of finite temperature quantum systems provide imaginary frequency Green's
functions that correspond one to one to experimentally measurable real-frequency spectral …
functions that correspond one to one to experimentally measurable real-frequency spectral …
Analytical continuation of matrix-valued functions: Carathéodory formalism
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 …
self-energies on the Matsubara axis. In multiorbital systems, these quantities are related to …
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 …
Sparse sampling approach to efficient ab initio calculations at finite temperature
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 …
representations of the Green's functions both in imaginary time and in Matsubara frequency …
Low-order scaling quasiparticle self-consistent GW for molecules
Low-order scaling GW implementations for molecules are usually restricted to
approximations with diagonal self-energy. Here, we present an all-electron implementation …
approximations with diagonal self-energy. Here, we present an all-electron implementation …
Artificial neural network approach to the analytic continuation problem
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 …
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
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 …
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
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 …