Combining machine learning and computational chemistry for predictive insights into chemical systems

JA Keith, V Vassilev-Galindo, B Cheng… - Chemical …, 2021 - ACS Publications
Machine learning models are poised to make a transformative impact on chemical sciences
by dramatically accelerating computational algorithms and amplifying insights available from …

Pseudopotential methods in condensed matter applications

WE Pickett - Computer Physics Reports, 1989 - Elsevier
The generalization from empirically determined screened pseudopotentials to self-
consistently screened ab initio pseudopotentials had led to widespread use of the method in …

Bulk electronic structure of Experiment and theory

K Van Benthem, C Elsässer, RH French - Journal of applied physics, 2001 - pubs.aip.org
Valence electron-energy loss spectroscopy (VEELS) in a dedicated scanning transmission
electron microscope, vacuum ultraviolet spectroscopy and spectroscopic ellipsometry, and …

A geometric-information-enhanced crystal graph network for predicting properties of materials

J Cheng, C Zhang, L Dong - Communications Materials, 2021 - nature.com
Graph neural networks (GNNs) have been used previously for identifying new crystalline
materials. However, geometric structure is not usually taken into consideration, or only …

Momentum-space formalism for the total energy of solids

J Ihm, A Zunger, ML Cohen - Journal of Physics C: Solid State …, 1979 - iopscience.iop.org
A momentum-space formalism for calculating the total energy of solids is derived. This
formalism is designed particularly for application with the self-consistent pseudopotential …

First-principles calculation of the equilibrium ground-state properties of transition metals: Applications to Nb and Mo

CL Fu, KM Ho - Physical Review B, 1983 - APS
We have used a self-consistent pseudopotential method to calculate the equilibrium ground-
state properties of the transition metals Mo and Nb. From our calculations we obtain …

[图书][B] Hartree-Fock ab initio treatment of crystalline systems

C Pisani, R Dovesi, C Roetti - 2012 - books.google.com
This book presents a computational scheme for calculating the electronic properties of
crystalline systems at an ab-ini tio Hartree-Fock level of approximation. The first chapter is …

Uniaxial pressure control of competing orders in a high-temperature superconductor

HH Kim, SM Souliou, ME Barber, E Lefrançois… - Science, 2018 - science.org
Cuprates exhibit antiferromagnetic, charge density wave (CDW), and high-temperature
superconducting ground states that can be tuned by means of doping and external magnetic …

Native defects and self-compensation in ZnSe

DB Laks, CG Van de Walle, GF Neumark, PE Blöchl… - Physical Review B, 1992 - APS
Wide-band-gap semiconductors typically can be doped either n type or p type, but not both.
Compensation by native point defects has often been invoked as the source of this difficulty …

Plane-wave based electronic structure calculations for correlated materials using dynamical mean-field theory and projected local orbitals

B Amadon, F Lechermann, A Georges, F Jollet… - Physical Review B …, 2008 - APS
The description of realistic strongly correlated systems has recently advanced through the
combination of density functional theory in the local density approximation (LDA) and …