不完全接触下MWCNT互连网络不确定性量化的多保真多项式混沌方法

Surila Guglani, K. Dimple, B. Kaushik, Sourajeet Roy, Rohit Sharma
{"title":"不完全接触下MWCNT互连网络不确定性量化的多保真多项式混沌方法","authors":"Surila Guglani, K. Dimple, B. Kaushik, Sourajeet Roy, Rohit Sharma","doi":"10.1109/SPI52361.2021.9505239","DOIUrl":null,"url":null,"abstract":"In this paper, a polynomial chaos (PC) approach based on the concept of multi-fidelity algorithms is presented for uncertainty quantification of multi-walled carbon nanotube (MWCNT) interconnect networks exhibiting imperfect contacts. The salient feature of the proposed approach is the development of a new low-fidelity model where each MWCNT conductor is represented as multiple parasitically coupled equivalent conductors depending on the nature of the contact resistance of each shell making up that conductor. This proposed low-fidelity model is provably more accurate than existing low-fidelity models, thereby leading to even faster construction of PC metamodels than previously possible.","PeriodicalId":440368,"journal":{"name":"2021 IEEE 25th Workshop on Signal and Power Integrity (SPI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"A Multi-Fidelity Polynomial Chaos Approach for Uncertainty Quantification of MWCNT Interconnect Networks in the Presence of Imperfect Contacts\",\"authors\":\"Surila Guglani, K. Dimple, B. Kaushik, Sourajeet Roy, Rohit Sharma\",\"doi\":\"10.1109/SPI52361.2021.9505239\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, a polynomial chaos (PC) approach based on the concept of multi-fidelity algorithms is presented for uncertainty quantification of multi-walled carbon nanotube (MWCNT) interconnect networks exhibiting imperfect contacts. The salient feature of the proposed approach is the development of a new low-fidelity model where each MWCNT conductor is represented as multiple parasitically coupled equivalent conductors depending on the nature of the contact resistance of each shell making up that conductor. This proposed low-fidelity model is provably more accurate than existing low-fidelity models, thereby leading to even faster construction of PC metamodels than previously possible.\",\"PeriodicalId\":440368,\"journal\":{\"name\":\"2021 IEEE 25th Workshop on Signal and Power Integrity (SPI)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-05-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE 25th Workshop on Signal and Power Integrity (SPI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SPI52361.2021.9505239\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 25th Workshop on Signal and Power Integrity (SPI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPI52361.2021.9505239","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

本文提出了一种基于多保真度算法概念的多项式混沌(PC)方法,用于不完全接触的多壁碳纳米管(MWCNT)互连网络的不确定性量化。该方法的显著特点是开发了一种新的低保真模型,其中每个MWCNT导体根据构成该导体的每个外壳的接触电阻的性质表示为多个寄生耦合等效导体。这种提出的低保真度模型比现有的低保真度模型更准确,从而导致比以前可能更快地构建PC元模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
A Multi-Fidelity Polynomial Chaos Approach for Uncertainty Quantification of MWCNT Interconnect Networks in the Presence of Imperfect Contacts
In this paper, a polynomial chaos (PC) approach based on the concept of multi-fidelity algorithms is presented for uncertainty quantification of multi-walled carbon nanotube (MWCNT) interconnect networks exhibiting imperfect contacts. The salient feature of the proposed approach is the development of a new low-fidelity model where each MWCNT conductor is represented as multiple parasitically coupled equivalent conductors depending on the nature of the contact resistance of each shell making up that conductor. This proposed low-fidelity model is provably more accurate than existing low-fidelity models, thereby leading to even faster construction of PC metamodels than previously possible.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
High Density RRAM Arrays With Improved Thermal and Signal Integrity The Sensitivity of ENRZ to Skew - In Comparison to NRZ, PAM3, and PAM4 A Tunable Macro-Modeling Method for Signal Transition in mm-Wave Flip-Chip Technology An Automated Framework for Variability Analysis using Simulated Annealing A Compact and Broadband On-Chip Delay Line Design Based on the Bridged T-Coil
×
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