Data-driven reaction coordinate discovery in overdamped and non-conservative systems: application to optical matter structural isomerization

Optical matter consisting of nanoparticle constituents in solution is of key interest due to the exhibited self-assembling mechanisms. The authors propose a principal components analysis based data-driven approach to determine the collective modes of colloidal clusters mimicking optical binding used...

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Autores principales:	Shiqi Chen, Curtis W. Peterson, John A. Parker, Stuart A. Rice, Andrew L. Ferguson, Norbert F. Scherer
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/fa8ff8ea7a6e4814a90ca6d167119e53
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spelling	oai:doaj.org-article:fa8ff8ea7a6e4814a90ca6d167119e532021-12-02T16:49:12ZData-driven reaction coordinate discovery in overdamped and non-conservative systems: application to optical matter structural isomerization10.1038/s41467-021-22794-w2041-1723https://doaj.org/article/fa8ff8ea7a6e4814a90ca6d167119e532021-05-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-22794-whttps://doaj.org/toc/2041-1723Optical matter consisting of nanoparticle constituents in solution is of key interest due to the exhibited self-assembling mechanisms. The authors propose a principal components analysis based data-driven approach to determine the collective modes of colloidal clusters mimicking optical binding used in colloidal self-assembly.Shiqi ChenCurtis W. PetersonJohn A. ParkerStuart A. RiceAndrew L. FergusonNorbert F. SchererNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-11 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Shiqi Chen Curtis W. Peterson John A. Parker Stuart A. Rice Andrew L. Ferguson Norbert F. Scherer Data-driven reaction coordinate discovery in overdamped and non-conservative systems: application to optical matter structural isomerization
description	Optical matter consisting of nanoparticle constituents in solution is of key interest due to the exhibited self-assembling mechanisms. The authors propose a principal components analysis based data-driven approach to determine the collective modes of colloidal clusters mimicking optical binding used in colloidal self-assembly.
format	article
author	Shiqi Chen Curtis W. Peterson John A. Parker Stuart A. Rice Andrew L. Ferguson Norbert F. Scherer
author_facet	Shiqi Chen Curtis W. Peterson John A. Parker Stuart A. Rice Andrew L. Ferguson Norbert F. Scherer
author_sort	Shiqi Chen
title	Data-driven reaction coordinate discovery in overdamped and non-conservative systems: application to optical matter structural isomerization
title_short	Data-driven reaction coordinate discovery in overdamped and non-conservative systems: application to optical matter structural isomerization
title_full	Data-driven reaction coordinate discovery in overdamped and non-conservative systems: application to optical matter structural isomerization
title_fullStr	Data-driven reaction coordinate discovery in overdamped and non-conservative systems: application to optical matter structural isomerization
title_full_unstemmed	Data-driven reaction coordinate discovery in overdamped and non-conservative systems: application to optical matter structural isomerization
title_sort	data-driven reaction coordinate discovery in overdamped and non-conservative systems: application to optical matter structural isomerization
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/fa8ff8ea7a6e4814a90ca6d167119e53
work_keys_str_mv	AT shiqichen datadrivenreactioncoordinatediscoveryinoverdampedandnonconservativesystemsapplicationtoopticalmatterstructuralisomerization AT curtiswpeterson datadrivenreactioncoordinatediscoveryinoverdampedandnonconservativesystemsapplicationtoopticalmatterstructuralisomerization AT johnaparker datadrivenreactioncoordinatediscoveryinoverdampedandnonconservativesystemsapplicationtoopticalmatterstructuralisomerization AT stuartarice datadrivenreactioncoordinatediscoveryinoverdampedandnonconservativesystemsapplicationtoopticalmatterstructuralisomerization AT andrewlferguson datadrivenreactioncoordinatediscoveryinoverdampedandnonconservativesystemsapplicationtoopticalmatterstructuralisomerization AT norbertfscherer datadrivenreactioncoordinatediscoveryinoverdampedandnonconservativesystemsapplicationtoopticalmatterstructuralisomerization
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Data-driven reaction coordinate discovery in overdamped and non-conservative systems: application to optical matter structural isomerization

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