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mech2d: An Efficient Tool for High-Throughput Calculation of Mechanical Properties for Two-Dimensional Materials

Two-dimensional (2D) materials have been a research hot topic in the passed decades due to their unique and fascinating properties. Among them, mechanical properties play an important role in their application. However, there lacks an effective tool for high-throughput calculating, analyzing and vis...

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Detalles Bibliográficos
Autores principales: Wang, Haidi, Li, Tao, Liu, Xiaofeng, Zhu, Weiduo, Chen, Zhao, Li, Zhongjun, Yang, Jinlong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10254924/
https://www.ncbi.nlm.nih.gov/pubmed/37298813
http://dx.doi.org/10.3390/molecules28114337
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author Wang, Haidi
Li, Tao
Liu, Xiaofeng
Zhu, Weiduo
Chen, Zhao
Li, Zhongjun
Yang, Jinlong
author_facet Wang, Haidi
Li, Tao
Liu, Xiaofeng
Zhu, Weiduo
Chen, Zhao
Li, Zhongjun
Yang, Jinlong
author_sort Wang, Haidi
collection PubMed
description Two-dimensional (2D) materials have been a research hot topic in the passed decades due to their unique and fascinating properties. Among them, mechanical properties play an important role in their application. However, there lacks an effective tool for high-throughput calculating, analyzing and visualizing the mechanical properties of 2D materials. In this work, we present the mech2d package, a highly automated toolkit for calculating and analyzing the second-order elastic constants (SOECs) tensor and relevant properties of 2D materials by considering their symmetry. In the mech2d, the SOECs can be fitted by both the strain–energy and stress–strain approaches, where the energy or strain can be calculated by a first-principles engine, such as VASP. As a key feature, the mech2d package can automatically submit and collect the tasks from a local or remote machine with robust fault-tolerant ability, making it suitable for high-throughput calculation. The present code has been validated by several common 2D materials, including graphene, black phosphorene, [Formula: see text] and so on.
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spelling pubmed-102549242023-06-10 mech2d: An Efficient Tool for High-Throughput Calculation of Mechanical Properties for Two-Dimensional Materials Wang, Haidi Li, Tao Liu, Xiaofeng Zhu, Weiduo Chen, Zhao Li, Zhongjun Yang, Jinlong Molecules Article Two-dimensional (2D) materials have been a research hot topic in the passed decades due to their unique and fascinating properties. Among them, mechanical properties play an important role in their application. However, there lacks an effective tool for high-throughput calculating, analyzing and visualizing the mechanical properties of 2D materials. In this work, we present the mech2d package, a highly automated toolkit for calculating and analyzing the second-order elastic constants (SOECs) tensor and relevant properties of 2D materials by considering their symmetry. In the mech2d, the SOECs can be fitted by both the strain–energy and stress–strain approaches, where the energy or strain can be calculated by a first-principles engine, such as VASP. As a key feature, the mech2d package can automatically submit and collect the tasks from a local or remote machine with robust fault-tolerant ability, making it suitable for high-throughput calculation. The present code has been validated by several common 2D materials, including graphene, black phosphorene, [Formula: see text] and so on. MDPI 2023-05-25 /pmc/articles/PMC10254924/ /pubmed/37298813 http://dx.doi.org/10.3390/molecules28114337 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wang, Haidi
Li, Tao
Liu, Xiaofeng
Zhu, Weiduo
Chen, Zhao
Li, Zhongjun
Yang, Jinlong
mech2d: An Efficient Tool for High-Throughput Calculation of Mechanical Properties for Two-Dimensional Materials
title mech2d: An Efficient Tool for High-Throughput Calculation of Mechanical Properties for Two-Dimensional Materials
title_full mech2d: An Efficient Tool for High-Throughput Calculation of Mechanical Properties for Two-Dimensional Materials
title_fullStr mech2d: An Efficient Tool for High-Throughput Calculation of Mechanical Properties for Two-Dimensional Materials
title_full_unstemmed mech2d: An Efficient Tool for High-Throughput Calculation of Mechanical Properties for Two-Dimensional Materials
title_short mech2d: An Efficient Tool for High-Throughput Calculation of Mechanical Properties for Two-Dimensional Materials
title_sort mech2d: an efficient tool for high-throughput calculation of mechanical properties for two-dimensional materials
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10254924/
https://www.ncbi.nlm.nih.gov/pubmed/37298813
http://dx.doi.org/10.3390/molecules28114337
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