Acceleration of the CASINO quantum Monte Carlo software using graphics processing units and OpenACC

Thorpe, B. and Smith, M.J. and Hasnip, P.J. and Drummond, N.D. (2026) Acceleration of the CASINO quantum Monte Carlo software using graphics processing units and OpenACC. Computer Physics Communications, 319: 109900. ISSN 0010-4655

Full text not available from this repository.

Abstract

We describe how quantum Monte Carlo calculations using the CASINO software can be accelerated using graphics processing units (GPUs) and OpenACC. In particular we consider offloading Ewald summation, the evaluation of long-range two-body terms in the Jastrow correlation factor, and the evaluation of orbitals in a blip basis set. We present results for three- and two-dimensional homogeneous electron gases and ab initio simulations of bulk materials, showing that significant speedups of up to a factor of 2.5 can be achieved by the use of GPUs when several hundred particles are included in the simulations. The use of single-precision arithmetic can improve the speedup further without significant detriment to the accuracy of the calculations.

Item Type:
Journal Article
Journal or Publication Title:
Computer Physics Communications
Uncontrolled Keywords:
Research Output Funding/yes_externally_funded
Subjects:
?? yes - externally fundedyeshardware and architecturephysics and astronomy(all) ??
ID Code:
233377
Deposited By:
Deposited On:
30 Oct 2025 09:45
Refereed?:
Yes
Published?:
Published
Last Modified:
03 Nov 2025 22:50