First principles calculation using multiple scattering theory at the exascale.

ORAL

Abstract

Current high performance computer systems, such as Frontier at the Oak Ridge Leadership Computing Facility, are providing unprecedented opportunities for the quantitative exploration of complex materials. Here, I will present our implementation of multiple scattering theory for first principles density functional calculations. This approach directly obtains the single particle Green’s function of the Kohn-Sham equation, either in reciprocal space (Korringa-Kohn-Rostocker i.e. KKR) or real space (Localy-Selfconsistent Multiple Scattering i.e. LSMS). The KKR method allows an efficient description of random solid solution alloys using the Coherent Potential Approximation (CPA), while our LSMS code allows for scalable large scale first principles density functional calculations of materials. A fundamental science driver for scalable, large scale, first principles calculations of materials is the need to understand states beyond periodic crystalline lattices. For large simulation cells, needed to describe extended electronic and magnetic orderings, defect states or disorder in alloys, the cubic scaling of traditional first principles methods have prevented direct calculations. The linear scaling nature of the LSMS ab initio code enables the treatment of extremely large disordered systems from the first principles using the largest parallel supercomputers available, such ascalculations for O(10,000 - 1,000,000) atoms on current high performance computing architectures. For exascale systems, we have extended the use of accelerators to enable the efficient calculation for embedding methods and forces. Currently ongoing work focuses on the calculation of electric conductivity in the presence of disorder and defects. We will present scaling results of our LSMS code from single node calculations to the full Frontier system up to O(1,000,000) atom calculations.

These computational capabilities are available in our Multiple Scattering Theory suite (MuST) [https://github.com/mstsuite]

* This research used resources of the Oak Ridge Leadership Computing Facility, which is supported by the Office of Science of the U.S. Department of Energy under Contract No. DE-AC05-00OR22725.

Publication: Budiardja, R.D. et al. (2023). Ready for the Frontier: Preparing Applications for the World's First Exascale System. In: Bhatele, A., Hammond, J., Baboulin, M., Kruse, C. (eds) High Performance Computing. ISC High Performance 2023. Lecture Notes in Computer Science, vol 13948. Springer, Cham. https://doi.org/10.1007/978-3-031-32041-5_10

Bauman, P.T., Budiardja, R.D., Bykov, D., Chalmers, N., Chen, J., Curtis, N., Day, M., Eisenbach, M., Esclapez, L., Fanfarillo, A. and Freitag, W., 2023. Experiences Readying Applications for Exascale. arXiv preprint arXiv:2310.01586.

Presenters

  • Markus Eisenbach

    Oak Ridge National Laboratory

Authors

  • Markus Eisenbach

    Oak Ridge National Laboratory

  • Yang Wang

    Pittsburgh Supercomput Ctr

  • Franco Moitzi

    Materials Center Leoben Forschung GmbH (

  • Vishnu Raghuraman

    Carnegie Mellon University