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The SIESTA method for ab initio order-N materials simulation

TLDR
In this paper, a selfconsistent density functional method using standard norm-conserving pseudopotentials and a flexible, numerical linear combination of atomic orbitals basis set, which includes multiple-zeta and polarization orbitals, was developed and implemented.
Abstract
We have developed and implemented a selfconsistent density functional method using standard norm-conserving pseudopotentials and a flexible, numerical linear combination of atomic orbitals basis set, which includes multiple-zeta and polarization orbitals. Exchange and correlation are treated with the local spin density or generalized gradient approximations. The basis functions and the electron density are projected on a real-space grid, in order to calculate the Hartree and exchange-correlation potentials and matrix elements, with a number of operations that scales linearly with the size of the system. We use a modified energy functional, whose minimization produces orthogonal wavefunctions and the same energy and density as the Kohn-Sham energy functional, without the need for an explicit orthogonalization. Additionally, using localized Wannier-like electron wavefunctions allows the computation time and memory required to minimize the energy to also scale linearly with the size of the system. Forces and stresses are also calculated efficiently and accurately, thus allowing structural relaxation and molecular dynamics simulations.

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Journal ArticleDOI

Machine learning accurate exchange and correlation functionals of the electronic density.

TL;DR: This work proposes a framework to create density functionals using supervised machine learning, termed NeuralXC, designed to lift the accuracy of baseline functionals towards that provided by more accurate methods while maintaining their efficiency.
Journal ArticleDOI

Generating relativistic pseudo-potentials with explicit incorporation of semi-core states using APE, the Atomic Pseudo-potentials Engine ✩

TL;DR: A computer package designed to generate and test norm-conserving pseudo-potential files suitable for the most widely used ab-initio packages and, besides the standard non-relativistic Hamann and Troullier–Martins potentials, it can generate pseudo- Potentials using the relativistic and semi-core extensions to the Troulliers scheme.
Journal ArticleDOI

Dynamic Trap Formation and Elimination in Colloidal Quantum Dots

TL;DR: Using first-principles simulations on PbS and CdSe colloidal quantum dots, it is found that surface defects form in response to electronic doping and charging of the nanoparticles, showing that electronic trap states in nanocrystals are dynamic entities.
Journal ArticleDOI

Theory and practice of modeling van der Waals interactions in electronic-structure calculations.

TL;DR: This work is designed as a concise and detailed introduction to vdW-inclusive electronic structure calculations for a general and broad audience and focuses on the methods within the framework of Density Functional Theory, including non-local van der Waals density functionals, interatomic dispersion models within many-body and pairwise formulation, and random phase approximation-based approaches.
References
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Journal ArticleDOI

Generalized Gradient Approximation Made Simple

TL;DR: A simple derivation of a simple GGA is presented, in which all parameters (other than those in LSD) are fundamental constants, and only general features of the detailed construction underlying the Perdew-Wang 1991 (PW91) GGA are invoked.
Journal ArticleDOI

Special points for brillouin-zone integrations

TL;DR: In this article, a method for generating sets of special points in the Brillouin zone which provides an efficient means of integrating periodic functions of the wave vector is given, where the integration can be over the entire zone or over specified portions thereof.
Journal ArticleDOI

Self-Consistent Equations Including Exchange and Correlation Effects

TL;DR: In this paper, the Hartree and Hartree-Fock equations are applied to a uniform electron gas, where the exchange and correlation portions of the chemical potential of the gas are used as additional effective potentials.
Book

Classical Electrodynamics

Book

Introduction to solid state physics

TL;DR: In this paper, the Hartree-Fock Approximation of many-body techniques and the Electron Gas Polarons and Electron-phonon Interaction are discussed.
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