Analysis of Ionicity-Magnetism Competition in 2D-MX3 Halides towards a Low-Dimensional Materials Study Based on GPU-Enabled Computational Systems

The acceleration of parallel high-throughput first-principle calculations in the context of 3D (three dimensional) periodic boundary conditions for low-dimensional systems, and particularly 2D materials, is an important issue for new material design. Where the scalability rapidly deflated due to the...

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Autores principales: Alexey Kartsev, Sergey Malkovsky, Andrey Chibisov
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Publicado: MDPI AG 2021
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spelling oai:doaj.org-article:4622395ff4284b1c9eb4b57b35e82f372021-11-25T18:31:14ZAnalysis of Ionicity-Magnetism Competition in 2D-MX3 Halides towards a Low-Dimensional Materials Study Based on GPU-Enabled Computational Systems10.3390/nano111129672079-4991https://doaj.org/article/4622395ff4284b1c9eb4b57b35e82f372021-11-01T00:00:00Zhttps://www.mdpi.com/2079-4991/11/11/2967https://doaj.org/toc/2079-4991The acceleration of parallel high-throughput first-principle calculations in the context of 3D (three dimensional) periodic boundary conditions for low-dimensional systems, and particularly 2D materials, is an important issue for new material design. Where the scalability rapidly deflated due to the use of large void unit cells along with a significant number of atoms, which should mimic layered structures in the vacuum space. In this report, we explored the scalability and performance of the Quantum ESPRESSO package in the hybrid central processing unit - graphics processing unit (CPU-GPU) environment. The study carried out in the comparison to CPU-based systems for simulations of 2D magnets where significant improvement of computational speed was achieved based on the IBM ESSL SMP CUDA library. As an example of physics-related results, we have computed and discussed the ionicity-covalency and related ferro- (FM) and antiferro-magnetic (AFM) exchange competitions computed for some CrX<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mrow></mrow><mn>3</mn></msub></semantics></math></inline-formula> compounds. Further, it has been demonstrated how this exchange interplay leads to high-order effects for the magnetism of the 1L-RuCl<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mrow></mrow><mn>3</mn></msub></semantics></math></inline-formula> compound.Alexey KartsevSergey MalkovskyAndrey ChibisovMDPI AGarticledensity functional theory2D magnetsCrI3RuCl3biquadratic exchangeferromagentismChemistryQD1-999ENNanomaterials, Vol 11, Iss 2967, p 2967 (2021)
institution DOAJ
collection DOAJ
language EN
topic density functional theory
2D magnets
CrI3
RuCl3
biquadratic exchange
ferromagentism
Chemistry
QD1-999
spellingShingle density functional theory
2D magnets
CrI3
RuCl3
biquadratic exchange
ferromagentism
Chemistry
QD1-999
Alexey Kartsev
Sergey Malkovsky
Andrey Chibisov
Analysis of Ionicity-Magnetism Competition in 2D-MX3 Halides towards a Low-Dimensional Materials Study Based on GPU-Enabled Computational Systems
description The acceleration of parallel high-throughput first-principle calculations in the context of 3D (three dimensional) periodic boundary conditions for low-dimensional systems, and particularly 2D materials, is an important issue for new material design. Where the scalability rapidly deflated due to the use of large void unit cells along with a significant number of atoms, which should mimic layered structures in the vacuum space. In this report, we explored the scalability and performance of the Quantum ESPRESSO package in the hybrid central processing unit - graphics processing unit (CPU-GPU) environment. The study carried out in the comparison to CPU-based systems for simulations of 2D magnets where significant improvement of computational speed was achieved based on the IBM ESSL SMP CUDA library. As an example of physics-related results, we have computed and discussed the ionicity-covalency and related ferro- (FM) and antiferro-magnetic (AFM) exchange competitions computed for some CrX<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mrow></mrow><mn>3</mn></msub></semantics></math></inline-formula> compounds. Further, it has been demonstrated how this exchange interplay leads to high-order effects for the magnetism of the 1L-RuCl<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mrow></mrow><mn>3</mn></msub></semantics></math></inline-formula> compound.
format article
author Alexey Kartsev
Sergey Malkovsky
Andrey Chibisov
author_facet Alexey Kartsev
Sergey Malkovsky
Andrey Chibisov
author_sort Alexey Kartsev
title Analysis of Ionicity-Magnetism Competition in 2D-MX3 Halides towards a Low-Dimensional Materials Study Based on GPU-Enabled Computational Systems
title_short Analysis of Ionicity-Magnetism Competition in 2D-MX3 Halides towards a Low-Dimensional Materials Study Based on GPU-Enabled Computational Systems
title_full Analysis of Ionicity-Magnetism Competition in 2D-MX3 Halides towards a Low-Dimensional Materials Study Based on GPU-Enabled Computational Systems
title_fullStr Analysis of Ionicity-Magnetism Competition in 2D-MX3 Halides towards a Low-Dimensional Materials Study Based on GPU-Enabled Computational Systems
title_full_unstemmed Analysis of Ionicity-Magnetism Competition in 2D-MX3 Halides towards a Low-Dimensional Materials Study Based on GPU-Enabled Computational Systems
title_sort analysis of ionicity-magnetism competition in 2d-mx3 halides towards a low-dimensional materials study based on gpu-enabled computational systems
publisher MDPI AG
publishDate 2021
url https://doaj.org/article/4622395ff4284b1c9eb4b57b35e82f37
work_keys_str_mv AT alexeykartsev analysisofionicitymagnetismcompetitionin2dmx3halidestowardsalowdimensionalmaterialsstudybasedongpuenabledcomputationalsystems
AT sergeymalkovsky analysisofionicitymagnetismcompetitionin2dmx3halidestowardsalowdimensionalmaterialsstudybasedongpuenabledcomputationalsystems
AT andreychibisov analysisofionicitymagnetismcompetitionin2dmx3halidestowardsalowdimensionalmaterialsstudybasedongpuenabledcomputationalsystems
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