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机器学习发现一大类二维铁电金属 被引量:3
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作者 马星宇 吕厚毅 +4 位作者 郝宽荣 Yi-Ming Zhao 钱晓峰 闫清波 苏刚 《Science Bulletin》 SCIE EI CSCD 2021年第3期233-242,M0003,共11页
由于金属中传导电子会屏蔽内部的静电场,因此铁电性和金属性通常被认为无法共存.但是安德森等人在1965年提出了"铁电金属"的概念,指出在特定的涉及反演对称性破缺的马氏体转变中会出现电极化.然而经过半个多世纪的探索,目前... 由于金属中传导电子会屏蔽内部的静电场,因此铁电性和金属性通常被认为无法共存.但是安德森等人在1965年提出了"铁电金属"的概念,指出在特定的涉及反演对称性破缺的马氏体转变中会出现电极化.然而经过半个多世纪的探索,目前只有极少数的铁电金属被发现.本文利用数据驱动的机器学习和第一性原理计算相结合,大规模研究了二维双金属磷酸盐结构,发现了60种结构稳定的二维铁电材料,包括16种铁电金属和44种铁电半导体(含7种多铁性材料),并且这类铁电金属中的传导电子主要集中在二维材料的上表面,而与电极化相关的电子转移主要发生在下表面,说明双金属原子反向位移引起的反演对称性自发破缺导致了铁电性的出现.基于二维铁电金属的范德瓦尔斯异质结可实现肖特基势垒高度和接触类型的调节,进而调控其输运性质.这项研究极大地拓展了二维铁电金属家族,引发人们对铁电金属的进一步研究. 展开更多
关键词 传导电子 机器学习 对称性破缺 多铁性材料 电极化 数据驱动 金属原子 金属性
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The atlas of ferroicity in two-dimensional MGeX_(3) family:Room-temperature ferromagnetic half metals and unexpected ferroelectricity and ferroelasticity 被引量:1
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作者 Kuan-Rong Hao Xing-Yu Ma +3 位作者 hou-yi lyu Zhen-Gang Zhu Qing-Bo Yan Gang Su 《Nano Research》 SCIE EI CSCD 2021年第12期4732-4739,共8页
Two-dimensional(2D)ferromagnetic and ferroelectric materials attract unprecedented attention due to the spontaneous-symmetry-breaking induced novel properties and multifarious potential applications.Here we systematic... Two-dimensional(2D)ferromagnetic and ferroelectric materials attract unprecedented attention due to the spontaneous-symmetry-breaking induced novel properties and multifarious potential applications.Here we systematically investigate a large family(148)of 2D MGeX3(M=metal elements,X=O/S/Se/Te)by means of the high-throughput first-principles calculations,and focus on their possible ferroic properties including ferromagnetism,ferroelectricity,and ferroelasticity.We discover eight stable 2D ferromagnets including five semiconductors and three half-metals,212D antiferromagnets,and 11 stable 2D ferroelectric semiconductors including two multiferroic materials.Particularly,MnGeSe3 and MnGeTe3 are predicted to be room-temperature 2D ferromagnetic half metals with Tc of 490 and 308 K,respectively.It is probably for the first time that ferroelectricity is uncovered in 2D MGeX3 family,which derives from the spontaneous symmetry breaking induced by unexpected displacements of Ge-Ge atomic pairs,and we also reveal that the electric polarizations are in proportion to the ratio of electronegativity of X and M atoms,and IVB group metal elements are highly favored for 2D ferroelectricity.Magnetic tunnel junction and water-splitting photocatalyst based on 2D ferroic MGeX3 are proposed as examples of wide potential applications.The atlas of ferroicity in 2D MGeX3 materials will spur great interest in experimental studies and would lead to diverse applications. 展开更多
关键词 two-dimensional materials ferroicity FERROELECTRICITY FERROELASTICITY ferromagnetic half metal
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