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光电半导体材料的理论设计 被引量:1
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作者 李木琛 王新江 +4 位作者 颉家豪 王啸宇 邹洪帅 杨晓雨 张立军 《科学通报》 EI CAS CSCD 北大核心 2023年第17期2221-2238,共18页
光电半导体作为一种可以将光能和电能相互转换的材料,近几十年来,在能源和电子信息等领域得到广泛应用.随着计算机算力的提升和理论算法的发展,理论设计方法可以在短时间内探索成百上千种材料,相比于采用试错法的实验方式,具有开发周期... 光电半导体作为一种可以将光能和电能相互转换的材料,近几十年来,在能源和电子信息等领域得到广泛应用.随着计算机算力的提升和理论算法的发展,理论设计方法可以在短时间内探索成百上千种材料,相比于采用试错法的实验方式,具有开发周期短且成本低等特点,逐渐成为新材料研发的关键步骤.通过将物理原则与高通量计算、智能优化算法和机器学习等理论设计策略相结合,可以准确高效地探索性能优异的光电半导体材料.本文概述了光电半导体材料的设计策略和研究进展.首先,介绍基于第一性原理计算光电性质的方法,并分析相关物理性质的成因及其在光电半导体设计方面的意义;然后,结合具体的研究成果对高通量材料筛选、物理原则导向的材料设计、基于智能算法的材料搜索和基于机器学习方法的材料发现等不同的光电半导体设计策略进行概述,为该领域的理论设计方向提供指导原则;最后,对光电半导体设计方面的工作进行总结,并对该领域未来的发展进行展望. 展开更多
关键词 光电半导体 理论设计策略 高通量筛选 智能优化算法 机器学习
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Negative Poisson's Ratios of Layered Materials by First-Principles High-Throughput Calculations
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作者 赵汉章 蔡雨欣 +3 位作者 梁兴昊 周琨 邹洪帅 张立军 《Chinese Physics Letters》 SCIE EI CAS CSCD 2023年第12期73-78,共6页
Auxetic two-dimensional(2D)materials,known from their negative Poisson's ratios(NPRs),exhibit the unique property of expanding(contracting)longitudinally while being laterally stretched(compressed),contrary to typ... Auxetic two-dimensional(2D)materials,known from their negative Poisson's ratios(NPRs),exhibit the unique property of expanding(contracting)longitudinally while being laterally stretched(compressed),contrary to typical materials.These materials offer improved mechanical characteristics and hold great potential for applications in nanoscale devices such as sensors,electronic skins,and tissue engineering.Despite their promising attributes,the availability of 2D materials with NPRs is limited,as most 2D layered materials possess positive Poisson's ratios.In this study,we employ first-principles high-throughput calculations to systematically explore Poisson's ratios of 40 commonly used 2D monolayer materials,along with various bilayer structures.Our investigation reveals that BP,GeS and GeSe exhibit out-of-plane NPRs due to their hinge-like puckered structures.For 1T-type transition metal dichalcogenides such as M X_(2)(M=Mo,W;X=S,Se,Te)and transition metal selenides/halides the auxetic behavior stems from a combination of geometric and electronic structural factors.Notably,our findings unveil V_(2)O_(5) as a novel material with out-of-plane NPR.This behavior arises primarily from the outward movement of the outermost oxygen atoms triggered by the relaxation of strain energy under uniaxial tensile strain along one of the in-plane directions.Furthermore,our computations demonstrate that Poisson's ratio can be tuned by varying the bilayer structure with distinct stacking modes attributed to interlayer coupling disparities.These results not only furnish valuable insights into designing 2D materials with a controllable NPR but also introduce V_(2)O_(5) as an exciting addition to the realm of auxetic 2D materials,holding promise for diverse nanoscale applications. 展开更多
关键词 RELAXATION attributed DIRECTIONS
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