Large scale and linear scaling DFT with the CONQUEST code
arXiv:2002.07704 · doi:10.1063/5.0005074
Abstract
We survey the underlying theory behind the large-scale and linear scaling DFT code, Conquest, which shows excellent parallel scaling and can be applied to thousands of atoms with exact solutions, and millions of atoms with linear scaling. We give details of the representation of the density matrix and the approach to finding the electronic ground state, and discuss the implementation of molecular dynamics with linear scaling. We give an overview of the performance of the code, focussing in particular on the parallel scaling, and provide examples of recent developments and applications.
32 pages, 21 figures, in press with J. Chem. Phys
References in corpus (39)
- Canonical sampling through velocity-rescaling
- The SIESTA method for ab initio order-N materials simulation
- Efficient index handling of multidimensional periodic boundary conditions
- Optimized norm-conserving Vanderbilt pseudopotentials
- The PseudoDojo: Training and grading a 85 element optimized norm-conserving pseudopotential table
- Optimization Algorithm for the Generation of ONCV Pseudopotentials
- Ab initio study of ferroelectric domain walls in PbTiO3
- O(N) methods in electronic structure calculations
- An exact Coulomb cutoff technique for supercell calculations
- One-Dimensional Hole Gas in Germanium/Silicon Nanowire Heterostructures
- Isothermal-isobaric molecular dynamics using stochastic velocity rescaling
- Gate controlled quantum interference: direct observation of anti-resonances in single molecule charge transport
- A Self-Consistent First-Principles Technique Having Linear Scaling
- Efficient solution of Poisson's equation with free boundary conditions
- Generalization of the density-matrix method to a non-orthogonal basis
- Accurate and efficient linear scaling DFT calculations with universal applicability
- Exponential decay properties of Wannier functions and related quantities
- Time-reversible Born-Oppenheimer molecular dynamics
- Electrostatics in Periodic Boundary Conditions and Real-space Corrections
- Calculations on millions of atoms with DFT: Linear scaling shows its potential
- Towards a Linear-Scaling DFT Technique: The Density Matrix Approach
- Efficient and accurate three dimensional Poisson solver for surface problems
- Basis Functions for Linear-Scaling First-Principles Calculations
- A universal preconditioner for simulating condensed phase materials
- Supercell technique for total-energy calculations of finite charged and polar systems
- Computing the Self-Consistent Field in Kohn-Sham Density Functional Theory
- Next generation extended Lagrangian first principles molecular dynamics
- Optimized multi-site local orbitals in the large-scale DFT program CONQUEST
- Efficient Calculations with Multisite Local Orbitals in the large-scale DFT Code CONQUEST
- Spatial decay of the single-particle density matrix in insulators: analytic results in two and three dimensions
- Highly accurate local basis sets for large-scale DFT calculations in CONQUEST
- Model Hessian for accelerating first-principles structure optimizations
- Canonical-ensemble extended Lagrangian Born-Oppenheimer molecular dynamics for the linear scaling density functional theory
- First principles soft mode lattice dynamics of PbZrTiO and shortcomings of the virtual crystal approximation
- High-accuracy large-scale DFT calculations using localized orbitals in complex electronic systems: The case of graphene-metal interfaces
- Structural properties of Silicon-Germanium and Germanium-Silicon Core-Shell Nanowires
- DFT study of undoped and As-doped Si nanowires approaching the bulk limit
- Efficient O() divide-conquer method with localized natural orbitals
- Blue moon ensemble simulation of aquation free energy profiles applied to mono and bifunctional platinum anticancer drugs
Cited by in corpus (35)
- A Deep Dive into Machine Learning Density Functional Theory for Materials Science and Chemistry
- Roadmap on Electronic Structure Codes in the Exascale Era
- Predicting electronic structures at any length scale with machine learning
- Towards Electronic Structure-Based Ab-Initio Molecular Dynamics Simulations with Hundreds of Millions of Atoms
- GPU-Acceleration of the ELPA2 Distributed Eigensolver for Dense Symmetric and Hermitian Eigenproblems
- Condensed Matter Systems Exposed to Radiation: Multiscale Theory, Simulations, and Experiment
- Efficient All-electron Hybrid Density Functionals for Atomistic Simulations Beyond 10,000 Atoms
- Meta-GGA density functional calculations on atoms with spherically symmetric densities in the finite element formalism
- Pushing the limit of molecular dynamics with ab initio accuracy to 100 million atoms with machine learning
- Accelerating Equilibration in First-Principles Molecular Dynamics with Orbital-Free Density Functional Theory
- Linear Jacobi-Legendre expansion of the charge density for machine learning-accelerated electronic structure calculations
- An Efficient DFT Solver for Nanoscale Simulations and Beyond
- Machine learning of kinetic energy densities with target and feature averaging: better results with fewer training data
- Unsupervised learning-based structural analysis: Search for a characteristic low-dimensional space by local structures in atomistic simulations
- Polar morphologies from first principles: PbTiO films on SrTiO substrates and the surface reconstruction
- Large-scale DFT methods for calculations of materials with complex structures
- Towards Foundation Models for Materials Science: The Open MatSci ML Toolkit
- Training-free hyperparameter optimization of neural networks for electronic structures in matter
- Minimum tracking linear response Hubbard and Hund corrected Density Functional Theory in CP2K
- A machine-learned kinetic energy model for light weight metals and compounds of group III-V elements
- Notes on density matrix perturbation theory
- Linear scalability of density functional theory calculations without imposing electron localization
- Machine learning-guided construction of an analytic kinetic energy functional for orbital free density functional theory
- Enhanced ferromagnetism in artificially stretched lattice in quasi two-dimensional Cr2Ge2Te6
- Compact Gaussian basis sets for stochastic DFT calculations
- Implementation of the hybrid exchange-correlation functionals in the SIESTA code
- The pseudoatomic orbital basis: electronic accuracy and soft-mode distortions in ABO perovskites
- Systematic study of confinement induced effects on atomic electronic structure
- Atomic Confinement Potentials and the Generation of Numerical Atomic Orbitals
- Temperature-transferable tight-binding model using a hybrid-orbital basis
- Structure Optimization with Stochastic Density Functional Theory
- Electronic structures of crystalline and amorphous GeSe and GeSbTe compounds using machine learning empirical pseudopotentials
- Managing Expectations and Imbalanced Training Data in Reactive Force Field Development: an Application to Water Adsorption on Alumina
- Learning electron densities in the condensed phase
- Origin of ferroelectric domain wall alignment with surface trenches in ultrathin films