DRAGON: A multi-GPU orbital-free density functional theory molecular dynamics simulation package for modeling of warm dense matter

COMPUTER PHYSICS COMMUNICATIONS(2024)

引用 0|浏览9
暂无评分
摘要
As progress in electronic structure theoretical methods is made, ab initiomolecular dynamics (MD) based on orbital-free density functional theory (OF-DFT) is becoming increasingly more successful at substituting the traditional, very accurate but computationally costly Kohn-Sham (KS) approach for simulations of matter at the challenging warm dense matter (WDM) regime. However, despite the significant cost alleviation of eliminating the dependence on the KS orbitals, OF-DFT MD runs require similar to 10(2) to 10(3) CPU cores running for days, or even weeks, for simulations of systems comprised of 10(2) to 10(3) atoms, depending on thermodynamic conditions. We present Dragon, a multi-GPU OF-DFT MD code for fast and efficient simulations of WDM. With a relatively small allocation of resources (4 to 8 GPU devices) it can provide an order of magnitude speedup for simulations containing O(10(4)) atoms and target systems composed of O(10(5)) atoms at conditions within the WDM regime, which is currently outside the capabilities of CPU codes. (c) 2023 Elsevier B.V. All rights reserved.
更多
查看译文
关键词
Orbital -free density functional theory,Ab initio molecular dynamics,Multi-GPU,High-energy-density physics
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要