A modified Ehrenfest formalism for efficient large-scale ab initio molecular dynamics

TL;DR

This paper introduces a modified Ehrenfest formalism for large-scale ab initio molecular dynamics that enhances efficiency and scalability, enabling simulations of systems with thousands of atoms without orthogonalization bottlenecks.

Contribution

The authors develop a new AIMD scheme that preserves Ehrenfest properties, increases time steps, and improves large-system scaling by incorporating automatic orthogonalization.

Findings

Enhanced large-scale AIMD efficiency

Better scaling with system size

Advantage over Car-Parrinello method for large systems

Abstract

We present in detail the recently derived ab-initio molecular dynamics (AIMD) formalism [Phys. Rev. Lett. 101 096403 (2008)], which due to its numerical properties, is ideal for simulating the dynamics of systems containing thousands of atoms. A major drawback of traditional AIMD methods is the necessity to enforce the orthogonalization of the wave-functions, which can become the bottleneck for very large systems. Alternatively, one can handle the electron-ion dynamics within the Ehrenfest scheme where no explicit orthogonalization is necessary, however the time step is too small for practical applications. Here we preserve the desirable properties of Ehrenfest in a new scheme that allows for a considerable increase of the time step while keeping the system close to the Born-Oppenheimer surface. We show that the automatically enforced orthogonalization is of fundamental importance for large systems because not only it improves the scaling of the approach with the system size but it also allows for an additional very efficient parallelization level. In this work we provide the formal details of the new method, describe its implementation and present some applications to some test systems. Comparisons with the widely used Car-Parrinello molecular dynamics method are made, showing that the new approach is advantageous above a certain number of atoms in the system. The method is not tied to a particular wave-function representation, making it suitable for inclusion in any AIMD software package.