Electronic-structure methods for materials design

N Marzari, A Ferretti, C Wolverton - Nature materials, 2021 - nature.com
The accuracy and efficiency of electronic-structure methods to understand, predict and
design the properties of materials has driven a new paradigm in research. Simulations can …

DFT: A theory full of holes?

A Pribram-Jones, DA Gross… - Annual review of physical …, 2015 - annualreviews.org
This article is a rough, quirky overview of both the history and present state of the art of
density functional theory. The field is so huge that no attempt to be comprehensive is made …

Understanding machine‐learned density functionals

L Li, JC Snyder, IM Pelaschier, J Huang… - … Journal of Quantum …, 2016 - Wiley Online Library
Machine learning (ML) is an increasingly popular statistical tool for analyzing either
measured or calculated data sets. Here, we explore its application to a well‐defined physics …

Non-adiabatic approximations in time-dependent density functional theory: progress and prospects

L Lacombe, NT Maitra - npj Computational Materials, 2023 - nature.com
Time-dependent density functional theory continues to draw a large number of users in a
wide range of fields exploring myriad applications involving electronic spectra and …

Breaking the Theoretical Scaling Limit for Predicting Quasiparticle Energies: The Stochastic Approach

D Neuhauser, Y Gao, C Arntsen, C Karshenas… - Physical review …, 2014 - APS
We develop a formalism to calculate the quasiparticle energy within the GW many-body
perturbation correction to the density functional theory. The occupied and virtual orbitals of …

Quantum thermodynamics and open-systems modeling

R Kosloff - The Journal of chemical physics, 2019 - pubs.aip.org
A comprehensive approach to modeling open quantum systems consistent with
thermodynamics is presented. The theory of open quantum systems is employed to define …

Fast and universal Kohn-Sham density functional theory algorithm for warm dense matter to hot dense plasma

AJ White, LA Collins - Physical review letters, 2020 - APS
Understanding many processes, eg, fusion experiments, planetary interiors, and dwarf stars,
depends strongly on microscopic physics modeling of warm dense matter and hot dense …

Stochastic GW calculations for molecules

V Vlcek, E Rabani, D Neuhauser… - Journal of chemical theory …, 2017 - ACS Publications
Quasiparticle (QP) excitations are extremely important for understanding and predicting
charge transfer and transport in molecules, nanostructures, and extended systems. Since …

[HTML][HTML] Toward first principles-based simulations of dense hydrogen

M Bonitz, J Vorberger, M Bethkenhagen… - Physics of …, 2024 - pubs.aip.org
Accurate knowledge of the properties of hydrogen at high compression is crucial for
astrophysics (eg, planetary and stellar interiors, brown dwarfs, atmosphere of compact stars) …

[HTML][HTML] On-the-fly machine learned force fields for the study of warm dense matter: Application to diffusion and viscosity of CH

S Kumar, X **g, JE Pask, P Suryanarayana - Physics of Plasmas, 2024 - pubs.aip.org
We develop a framework for on-the-fly machine learned force field (MLFF) molecular
dynamics (MD) simulations of warm dense matter (WDM). In particular, we employ an MLFF …