Orbital-free density functional theory: An attractive electronic structure method for large-scale first-principles simulations
Kohn–Sham Density Functional Theory (KSDFT) is the most widely used electronic structure
method in chemistry, physics, and materials science, with thousands of calculations cited …
method in chemistry, physics, and materials science, with thousands of calculations cited …
Subsystem density‐functional theory
CR Jacob, J Neugebauer - Wiley Interdisciplinary Reviews …, 2014 - Wiley Online Library
Subsystem density‐functional theory (subsystem DFT) has developed into a powerful
alternative to Kohn–Sham DFT for quantum chemical calculations of complex systems. It …
alternative to Kohn–Sham DFT for quantum chemical calculations of complex systems. It …
The devil in the details: A tutorial review on some undervalued aspects of density functional theory calculations
Density functional theory (DFT) has become ubiquitous for chemical applications in research
and in education. The exact functional at the foundation of DFT is unfortunately unknown …
and in education. The exact functional at the foundation of DFT is unfortunately unknown …
DFT: A theory full of holes?
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 …
density functional theory. The field is so huge that no attempt to be comprehensive is made …
Machine learning for the solution of the Schrödinger equation
S Manzhos - Machine Learning: Science and Technology, 2020 - iopscience.iop.org
Abstract Machine learning (ML) methods have recently been increasingly widely used in
quantum chemistry. While ML methods are now accepted as high accuracy approaches to …
quantum chemistry. While ML methods are now accepted as high accuracy approaches to …
Path-integral Monte Carlo simulation of the warm dense homogeneous electron gas
We perform calculations of the 3D finite-temperature homogeneous electron gas in the warm-
dense regime (rs≡(3/4 π n) 1/3 a 0-1= 1.0–40.0 and Θ≡ T/TF= 0.0625–8.0) using restricted …
dense regime (rs≡(3/4 π n) 1/3 a 0-1= 1.0–40.0 and Θ≡ T/TF= 0.0625–8.0) using restricted …
Understanding machine‐learned density functionals
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 …
measured or calculated data sets. Here, we explore its application to a well‐defined physics …
Tools for overcoming reliance on energy-based measures in chemistry: a tutorial review
The vast majority of literature in the chemical sciences describes fundamental chemical and
physical phenomena using scalar measures, such as the energy, even though many …
physical phenomena using scalar measures, such as the energy, even though many …
Overcoming the barrier of orbital-free density functional theory for molecular systems using deep learning
Orbital-free density functional theory (OFDFT) is a quantum chemistry formulation that has a
lower cost scaling than the prevailing Kohn–Sham DFT, which is increasingly desired for …
lower cost scaling than the prevailing Kohn–Sham DFT, which is increasingly desired for …
Meta-GGA density functional calculations on atoms with spherically symmetric densities in the finite element formalism
S Lehtola - Journal of Chemical Theory and Computation, 2023 - ACS Publications
Density functional calculations on atoms are often used for determining accurate initial
guesses as well as generating various types of pseudopotential approximations and efficient …
guesses as well as generating various types of pseudopotential approximations and efficient …