Fully coupled electron-phonon transport in two-dimensional-material-based devices using efficient FFT-based self-energy calculations

IF 7.2 2区 物理与天体物理 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computer Physics Communications Pub Date : 2024-11-15 DOI:10.1016/j.cpc.2024.109430
Rutger Duflou , Gautam Gaddemane , Michel Houssa , Aryan Afzalian
{"title":"Fully coupled electron-phonon transport in two-dimensional-material-based devices using efficient FFT-based self-energy calculations","authors":"Rutger Duflou ,&nbsp;Gautam Gaddemane ,&nbsp;Michel Houssa ,&nbsp;Aryan Afzalian","doi":"10.1016/j.cpc.2024.109430","DOIUrl":null,"url":null,"abstract":"<div><div>Self-heating can significantly degrade the performance in silicon nanoscale devices. In this work, the impact of self-heating is investigated in nanosheet transistors made of two-dimensional materials using ab-initio techniques. A new algorithm was developed to allow for efficient self-energy computations, achieving a ∼500 times speedup. It is found that for the simple case of free-standing transition-metal dicalchogenides without explicit metal leads, electron-phonon scattering with room-temperature phonons dominates the device performance. For MoS<sub>2</sub>, the effect of self-heating is negligible in comparison. For WS<sub>2</sub> and especially for WSe<sub>2</sub>, self-heating effects demonstrate a further degradation of the ON-state current.</div></div>","PeriodicalId":285,"journal":{"name":"Computer Physics Communications","volume":"307 ","pages":"Article 109430"},"PeriodicalIF":7.2000,"publicationDate":"2024-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computer Physics Communications","FirstCategoryId":"101","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0010465524003539","RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0

Abstract

Self-heating can significantly degrade the performance in silicon nanoscale devices. In this work, the impact of self-heating is investigated in nanosheet transistors made of two-dimensional materials using ab-initio techniques. A new algorithm was developed to allow for efficient self-energy computations, achieving a ∼500 times speedup. It is found that for the simple case of free-standing transition-metal dicalchogenides without explicit metal leads, electron-phonon scattering with room-temperature phonons dominates the device performance. For MoS2, the effect of self-heating is negligible in comparison. For WS2 and especially for WSe2, self-heating effects demonstrate a further degradation of the ON-state current.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
利用基于 FFT 的高效自能计算,实现基于二维材料的器件中的电子-声子全耦合传输
自热会严重降低硅纳米器件的性能。在这项研究中,我们利用反比技术研究了自热对二维材料纳米片晶体管的影响。为实现高效的自能计算,我们开发了一种新算法,使计算速度提高了 ∼ 500 倍。研究发现,对于没有明确金属引线的独立过渡金属二羰基化物的简单情况,室温声子的电子-声子散射在器件性能中占主导地位。相比之下,MoS2 的自热效应可以忽略不计。对于 WS2,尤其是 WSe2,自热效应会进一步降低导通态电流。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Computer Physics Communications
Computer Physics Communications 物理-计算机:跨学科应用
CiteScore
12.10
自引率
3.20%
发文量
287
审稿时长
5.3 months
期刊介绍: The focus of CPC is on contemporary computational methods and techniques and their implementation, the effectiveness of which will normally be evidenced by the author(s) within the context of a substantive problem in physics. Within this setting CPC publishes two types of paper. Computer Programs in Physics (CPiP) These papers describe significant computer programs to be archived in the CPC Program Library which is held in the Mendeley Data repository. The submitted software must be covered by an approved open source licence. Papers and associated computer programs that address a problem of contemporary interest in physics that cannot be solved by current software are particularly encouraged. Computational Physics Papers (CP) These are research papers in, but are not limited to, the following themes across computational physics and related disciplines. mathematical and numerical methods and algorithms; computational models including those associated with the design, control and analysis of experiments; and algebraic computation. Each will normally include software implementation and performance details. The software implementation should, ideally, be available via GitHub, Zenodo or an institutional repository.In addition, research papers on the impact of advanced computer architecture and special purpose computers on computing in the physical sciences and software topics related to, and of importance in, the physical sciences may be considered.
期刊最新文献
Asparagus: A toolkit for autonomous, user-guided construction of machine-learned potential energy surfaces DEMPgen: Physics event generator for Deep Exclusive Meson Production at Jefferson Lab and the EIC A Kalman filter for track reconstruction in very large time projection chambers An alternative GPU acceleration for a pseudopotential plane-waves density functional theory code with applications to metallic systems Screener and enumerator with force-field optimization (SEFFO): Algorithm for searching adsorption sites and configurations on 2D materials
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1