Proton switching molecular magnetoelectricity
Compared to inorganic materials, the magnetoelectric coupling in macromolecules is still hidden. Here, the authors describe machine learning coupled with additive manufacturing to accelerate the discovery of multiferroic macromolecules with a proton-mediated magnetoelectric coupling effect.
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Nature Portfolio
2021
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oai:doaj.org-article:b7abc587a4a540e8853a147fe026625b2021-12-02T16:24:23ZProton switching molecular magnetoelectricity10.1038/s41467-021-24941-92041-1723https://doaj.org/article/b7abc587a4a540e8853a147fe026625b2021-07-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-24941-9https://doaj.org/toc/2041-1723Compared to inorganic materials, the magnetoelectric coupling in macromolecules is still hidden. Here, the authors describe machine learning coupled with additive manufacturing to accelerate the discovery of multiferroic macromolecules with a proton-mediated magnetoelectric coupling effect.Yong HuScott BroderickZipeng GuoAlpha T. N’DiayeJaspal S. BolaHans MalissaCheng LiQiang ZhangYulong HuangQuanxi JiaChristoph BoehmeZ. Valy VardenyChi ZhouShenqiang RenNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-9 (2021) |
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Science Q Yong Hu Scott Broderick Zipeng Guo Alpha T. N’Diaye Jaspal S. Bola Hans Malissa Cheng Li Qiang Zhang Yulong Huang Quanxi Jia Christoph Boehme Z. Valy Vardeny Chi Zhou Shenqiang Ren Proton switching molecular magnetoelectricity |
description |
Compared to inorganic materials, the magnetoelectric coupling in macromolecules is still hidden. Here, the authors describe machine learning coupled with additive manufacturing to accelerate the discovery of multiferroic macromolecules with a proton-mediated magnetoelectric coupling effect. |
format |
article |
author |
Yong Hu Scott Broderick Zipeng Guo Alpha T. N’Diaye Jaspal S. Bola Hans Malissa Cheng Li Qiang Zhang Yulong Huang Quanxi Jia Christoph Boehme Z. Valy Vardeny Chi Zhou Shenqiang Ren |
author_facet |
Yong Hu Scott Broderick Zipeng Guo Alpha T. N’Diaye Jaspal S. Bola Hans Malissa Cheng Li Qiang Zhang Yulong Huang Quanxi Jia Christoph Boehme Z. Valy Vardeny Chi Zhou Shenqiang Ren |
author_sort |
Yong Hu |
title |
Proton switching molecular magnetoelectricity |
title_short |
Proton switching molecular magnetoelectricity |
title_full |
Proton switching molecular magnetoelectricity |
title_fullStr |
Proton switching molecular magnetoelectricity |
title_full_unstemmed |
Proton switching molecular magnetoelectricity |
title_sort |
proton switching molecular magnetoelectricity |
publisher |
Nature Portfolio |
publishDate |
2021 |
url |
https://doaj.org/article/b7abc587a4a540e8853a147fe026625b |
work_keys_str_mv |
AT yonghu protonswitchingmolecularmagnetoelectricity AT scottbroderick protonswitchingmolecularmagnetoelectricity AT zipengguo protonswitchingmolecularmagnetoelectricity AT alphatndiaye protonswitchingmolecularmagnetoelectricity AT jaspalsbola protonswitchingmolecularmagnetoelectricity AT hansmalissa protonswitchingmolecularmagnetoelectricity AT chengli protonswitchingmolecularmagnetoelectricity AT qiangzhang protonswitchingmolecularmagnetoelectricity AT yulonghuang protonswitchingmolecularmagnetoelectricity AT quanxijia protonswitchingmolecularmagnetoelectricity AT christophboehme protonswitchingmolecularmagnetoelectricity AT zvalyvardeny protonswitchingmolecularmagnetoelectricity AT chizhou protonswitchingmolecularmagnetoelectricity AT shenqiangren protonswitchingmolecularmagnetoelectricity |
_version_ |
1718384132908646400 |