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基于遗传算法的Au-Cu-Pt三元合金纳米粒子的稳定结构研究
  • ISSN号:1000-3290
  • 期刊名称:《物理学报》
  • 时间:0
  • 分类:O562.1[理学—原子与分子物理;理学—物理]
  • 作者机构:[1]重庆大学自动化学院,重庆400044, [2]集美大学信息工程学院,厦门361021, [3]厦门大学自动化系,厦门361005
  • 相关基金:国家自然科学基金(批准号:51271156,61403318); 福建省自然科学基金(批准号:2013J06002,2013J01255); 中央高校基本科研业务费(批准号:2012121010)资助的课题 感谢厦门大学物理学系文玉华教授对论文提出的修改建议.
中文摘要:

合金纳米粒子展示出单金属粒子所不具有的多功能性能,而其稳定结构的研究对于进一步了解其催化性能具有重要的意义.本文采用改进的遗传算法和量子修正Sutton-Chen型多体势对二十四面体Au-Cu-Pt三元合金纳米粒子的稳态结构进行了系统的研究.针对不同尺寸、不同组成比例的合金纳米粒子,探讨了遗传算法的收敛性及初始构型对稳态结构的影响.计算的结果表明:初始结构的选取并不影响最终的稳定结构,并且改进的遗传算法具有较好的稳定性;Au和Cu形成表面偏聚,而Pt则倾向于分布在内层;当Au或Cu比例较小时,Au和Cu表现出表面最大偏聚;当Au与Cu原子数之和大于表面原子数时,二者表现出竞争偏聚,且Cu的偏聚效应较强;随着Au,Cu原子数继续增长至大于表面和次表面原子数之和时,Au的偏聚性能增强.此外,Cu在占据表面后,会越过次外层,与Pt在内层形成混合相结构.

英文摘要:

Alloy nanoparticles exhibit multifunctional properties different from monometallic nanoparticles. Especially, when a third metal is introduced into bimetallic nanoparticles system to form trimetallic nanoparticles, their chemical activities will be further improved. As the catalytic reaction of nanoparticles usually takes place on surfaces, and the activity and stability are closely related to their structures, therefore the research on the stable structure is crucial for understanding their catalytic activities. In addition, the electrochemically synthesized tetrahexahedral nanoparticles bound with highindex facets may exhibit greatly enhanced catalytic activity because of their large density of low coordination sites at the surface. Based on the above reasons, this paper carries out the investigation on the stable structures of tetrahexahedral Au-Cu-Pt trimetallic nanoparticles by using an improved genetic algorithm and the quantum-corrected Sutton-Chen(Q-SC) type many-body potentials. To avoid the genetic algorithm being trapped into premature convergence, two improvement strategies are developed. On the one hand, an atom coordinate ranking operation, which is implemented according to the atomic distance from the core, is proposed for reducing the probability of individual loss. On the other hand, an alternating bit means is introduced into the crossover operation to keep the atomic composition ratio unchanged.Moreover, the performance of genetic algorithm and the influence of original configuration on the stable structures of AuCu-Pt trimetallic nanoparticles with different sizes and different compositions also have been investigated. One stochastic distribution structure and three core-shell distribution structures of Au@Cu Pt, Cu@Au Pt and Pt@Au Cu are adopted as the initial structures, respectively. Eleven optimization trials on Au-Cu-Pt trimetallic nanoparticles in Au-Cu-Pt system with Au : Cu : Pt of 0.343 : 0.343 : 0.314 with 443 atoms are used to verify that the different original structure

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期刊信息
  • 《物理学报》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学院
  • 主办单位:中国物理学会 中国科学院物理研究所
  • 主编:欧阳钟灿
  • 地址:北京603信箱(中国科学院物理研究所)
  • 邮编:100190
  • 邮箱:apsoffice@iphy.ac.cn
  • 电话:010-82649026
  • 国际标准刊号:ISSN:1000-3290
  • 国内统一刊号:ISSN:11-1958/O4
  • 邮发代号:2-425
  • 获奖情况:
  • 1999年首届国家期刊奖,2000年中科院优秀期刊特等奖,2001年科技期刊最高方阵队双高期刊居中国期刊第12位
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  • 美国化学文摘(网络版),荷兰文摘与引文数据库,美国工程索引,美国科学引文索引(扩展库),英国科学文摘数据库,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:49876