Discovery of two-dimensional binary nanoparticle superlattices using global Monte Carlo optimization

Binary nanoparticle superlattices exhibit different collective optical, magnetic, and electronic properties. Here, the authors develop an efficient global optimization algorithm for the discovery of periodic 2D architectures forming at fluid interfaces.

Bibliographic Details
Main Authors: Yilong Zhou, Gaurav Arya
Format: Article
Language:English
Published: Nature Portfolio 2022-12-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-022-35690-8
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author Yilong Zhou
Gaurav Arya
author_facet Yilong Zhou
Gaurav Arya
author_sort Yilong Zhou
collection DOAJ
description Binary nanoparticle superlattices exhibit different collective optical, magnetic, and electronic properties. Here, the authors develop an efficient global optimization algorithm for the discovery of periodic 2D architectures forming at fluid interfaces.
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spelling doaj.art-907de4116f564f1d984e3f1acb0dbd482023-01-01T12:22:40ZengNature PortfolioNature Communications2041-17232022-12-0113111210.1038/s41467-022-35690-8Discovery of two-dimensional binary nanoparticle superlattices using global Monte Carlo optimizationYilong Zhou0Gaurav Arya1Department of Mechanical Engineering and Materials Science, Duke UniversityDepartment of Mechanical Engineering and Materials Science, Duke UniversityBinary nanoparticle superlattices exhibit different collective optical, magnetic, and electronic properties. Here, the authors develop an efficient global optimization algorithm for the discovery of periodic 2D architectures forming at fluid interfaces.https://doi.org/10.1038/s41467-022-35690-8
spellingShingle Yilong Zhou
Gaurav Arya
Discovery of two-dimensional binary nanoparticle superlattices using global Monte Carlo optimization
Nature Communications
title Discovery of two-dimensional binary nanoparticle superlattices using global Monte Carlo optimization
title_full Discovery of two-dimensional binary nanoparticle superlattices using global Monte Carlo optimization
title_fullStr Discovery of two-dimensional binary nanoparticle superlattices using global Monte Carlo optimization
title_full_unstemmed Discovery of two-dimensional binary nanoparticle superlattices using global Monte Carlo optimization
title_short Discovery of two-dimensional binary nanoparticle superlattices using global Monte Carlo optimization
title_sort discovery of two dimensional binary nanoparticle superlattices using global monte carlo optimization
url https://doi.org/10.1038/s41467-022-35690-8
work_keys_str_mv AT yilongzhou discoveryoftwodimensionalbinarynanoparticlesuperlatticesusingglobalmontecarlooptimization
AT gauravarya discoveryoftwodimensionalbinarynanoparticlesuperlatticesusingglobalmontecarlooptimization