An Efficient DFT Solver for Nanoscale Simulations and Beyond
arXiv:2010.07385 · doi:10.1021/acs.jpclett.1c00716
Abstract
We present the One-orbital Ensemble Self-Consistent Field (OE-SCF) method, an {alternative} orbital-free DFT solver that extends the applicability of DFT to system sizes beyond the nanoscale while retaining the accuracy required to be predictive. OE-SCF is an iterative solver where the (typically computationally expensive) Pauli potential is treated as an external potential and updated after each iteration. Because only up to a dozen iterations are needed to reach convergence, OE-SCF dramatically outperforms current orbital-free DFT solvers. Employing merely a single CPU, we carried out the largest ab initio simulation for silicon-based materials to date. OE-SCF is able to converge the energy of bulk-cut Si nanoparticles as a function of their diameter up to 16 nm, for the first time reproducing known empirical results. We model polarization and interface charge transfer when a Si slab is sandwiched between two metal slabs where lattice matching mandates a very large slab size. Additionally, OE-SCF opens the door to adopt even more accurate functionals in orbital-free DFT simulations while still tackling systems sizes beyond the nanoscale.
References in corpus (16)
- Quantum ESPRESSO: a modular and open-source software project for quantum simulations of materials
- CALYPSO: a method for crystal structure prediction
- Crystal Structure Prediction via Particle Swarm Optimization
- O(N) methods in electronic structure calculations
- A first-principles study of van der Waals interactions and lattice mismatch at MoS2/metal interfaces
- Parallel Self-Consistent-Field Calculations via Chebyshev-Filtered Subspace Acceleration
- Issues and Challenges in Orbital-free Density Functional Calculations
- Large scale and linear scaling DFT with the CONQUEST code
- Orbital-Free Density Functional Theory Implementation with the Projector Augmented-Wave Method
- Dynamical properties of liquid Al near melting. An orbital-free molecular dynamics study
- Nonlocal Kinetic Energy Functionals By Functional Integration
- DFTpy: An efficient and object-oriented platform for orbital-free DFT simulations
- ATLAS: A Real-Space Finite-Difference Implementation of Orbital-Free Density Functional Theory
- Orbital-Free DFT Correctly Models Quantum Dots When Asymptotics, Nonlocality and Nonhomogeneity Are Accounted For
- Nonlocal Kinetic Energy Density Functionals for Isolated Systems via Local Density Approximation Kernels
- Assessment of localized and randomized algorithms for electronic structure
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- Efficient single-grid and multi-grid solvers for real-space orbital-free density functional theory