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Performance and reliability improvement in intercalated MLGNR interconnects using optimized aspect ratio
In this work, aspect ratio of various intercalation doped MLGNR interconnects are optimized using a numerical approach to achieve improved performance and reliability. A numerical optimization method is presented to estimate optimized aspect ratio considering combined effects of performance, noise a...
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Published in: | Scientific reports 2022-01, Vol.12 (1), p.1475-1475, Article 1475 |
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description | In this work, aspect ratio of various intercalation doped MLGNR interconnects are optimized using a numerical approach to achieve improved performance and reliability. A numerical optimization method is presented to estimate optimized aspect ratio considering combined effects of performance, noise and reliability metrics for any arbitrary nano interconnect system. This approach is cost effective and will be extremely useful to industry for selection of aspect ratio of interconnects as it is a non-SPICE method and reduces fabrication iterations for achieving desired performance and reliability. Our numerical method suggests that by minimizing the figure of merit (i.e. Noise Delay Power Product / Breakdown Power
P
BD
ratio), aspect ratio of FeCl
3
doped MLGNR interconnect is optimized at 0.987, 0.61 and 0.579 for local, intermediate and global level, respectively at 7 nm node. Comparing the optimized performance metrics in this work with the estimated metrics at prescribed aspect ratio by
IRDS
roadmap, delay, noise delay product (
NDP
), power delay product (
PDP
),
P
D
P
/
P
BD
ratio and figure of merit are improved by (
∼
2% and
∼
25%), (
∼
44% and
∼
50%), (
∼
9% and
∼
48%), (
∼
6% and
∼
48%) and (
∼
49% and
∼
68%) for 10
μ
m and 1 mm long Fecl
3
doped MLGNR interconnect, respectively at 7 nm node. Increase in contact resistance leads to significant decrease in performance and increase in optimized aspect ratio of local Fecl
3
doped MLGNR interconnect. Scaling down from 10 to 7 nm node results in increase of optimized aspect ratio in all levels of interconnects. Even though the performance of MLGNR degrades with scaling down but when compared to copper, the performance improves with technology scaling. Finally, this study provides circuit designers a detailed guideline for selecting an optimized aspect ratio for achieving better performance, power efficiency and reliability in doped MLGNR interconnects. |
doi_str_mv | 10.1038/s41598-022-05222-x |
format | article |
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P
BD
ratio), aspect ratio of FeCl
3
doped MLGNR interconnect is optimized at 0.987, 0.61 and 0.579 for local, intermediate and global level, respectively at 7 nm node. Comparing the optimized performance metrics in this work with the estimated metrics at prescribed aspect ratio by
IRDS
roadmap, delay, noise delay product (
NDP
), power delay product (
PDP
),
P
D
P
/
P
BD
ratio and figure of merit are improved by (
∼
2% and
∼
25%), (
∼
44% and
∼
50%), (
∼
9% and
∼
48%), (
∼
6% and
∼
48%) and (
∼
49% and
∼
68%) for 10
μ
m and 1 mm long Fecl
3
doped MLGNR interconnect, respectively at 7 nm node. Increase in contact resistance leads to significant decrease in performance and increase in optimized aspect ratio of local Fecl
3
doped MLGNR interconnect. Scaling down from 10 to 7 nm node results in increase of optimized aspect ratio in all levels of interconnects. Even though the performance of MLGNR degrades with scaling down but when compared to copper, the performance improves with technology scaling. Finally, this study provides circuit designers a detailed guideline for selecting an optimized aspect ratio for achieving better performance, power efficiency and reliability in doped MLGNR interconnects.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-022-05222-x</identifier><identifier>PMID: 35087115</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>639/166 ; 639/166/987 ; Fabrication ; Ferric chloride ; Humanities and Social Sciences ; Mathematical models ; multidisciplinary ; Noise ; Scaling ; Science ; Science (multidisciplinary)</subject><ispartof>Scientific reports, 2022-01, Vol.12 (1), p.1475-1475, Article 1475</ispartof><rights>The Author(s) 2022</rights><rights>2022. The Author(s).</rights><rights>The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c540t-1a761c243e6587cb1dda03100af4ffcddba3dcecc96153dd992aed92d9e62e383</citedby><cites>FETCH-LOGICAL-c540t-1a761c243e6587cb1dda03100af4ffcddba3dcecc96153dd992aed92d9e62e383</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2623201280/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2623201280?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25751,27922,27923,37010,37011,44588,53789,53791,74896</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35087115$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kumari, Bhawana</creatorcontrib><creatorcontrib>Sharma, Rohit</creatorcontrib><creatorcontrib>Sahoo, Manodipan</creatorcontrib><title>Performance and reliability improvement in intercalated MLGNR interconnects using optimized aspect ratio</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>In this work, aspect ratio of various intercalation doped MLGNR interconnects are optimized using a numerical approach to achieve improved performance and reliability. A numerical optimization method is presented to estimate optimized aspect ratio considering combined effects of performance, noise and reliability metrics for any arbitrary nano interconnect system. This approach is cost effective and will be extremely useful to industry for selection of aspect ratio of interconnects as it is a non-SPICE method and reduces fabrication iterations for achieving desired performance and reliability. Our numerical method suggests that by minimizing the figure of merit (i.e. Noise Delay Power Product / Breakdown Power
P
BD
ratio), aspect ratio of FeCl
3
doped MLGNR interconnect is optimized at 0.987, 0.61 and 0.579 for local, intermediate and global level, respectively at 7 nm node. Comparing the optimized performance metrics in this work with the estimated metrics at prescribed aspect ratio by
IRDS
roadmap, delay, noise delay product (
NDP
), power delay product (
PDP
),
P
D
P
/
P
BD
ratio and figure of merit are improved by (
∼
2% and
∼
25%), (
∼
44% and
∼
50%), (
∼
9% and
∼
48%), (
∼
6% and
∼
48%) and (
∼
49% and
∼
68%) for 10
μ
m and 1 mm long Fecl
3
doped MLGNR interconnect, respectively at 7 nm node. Increase in contact resistance leads to significant decrease in performance and increase in optimized aspect ratio of local Fecl
3
doped MLGNR interconnect. Scaling down from 10 to 7 nm node results in increase of optimized aspect ratio in all levels of interconnects. Even though the performance of MLGNR degrades with scaling down but when compared to copper, the performance improves with technology scaling. 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Sharma, Rohit ; Sahoo, Manodipan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c540t-1a761c243e6587cb1dda03100af4ffcddba3dcecc96153dd992aed92d9e62e383</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>639/166</topic><topic>639/166/987</topic><topic>Fabrication</topic><topic>Ferric chloride</topic><topic>Humanities and Social Sciences</topic><topic>Mathematical models</topic><topic>multidisciplinary</topic><topic>Noise</topic><topic>Scaling</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kumari, Bhawana</creatorcontrib><creatorcontrib>Sharma, Rohit</creatorcontrib><creatorcontrib>Sahoo, Manodipan</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Science Database</collection><collection>Biological Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kumari, Bhawana</au><au>Sharma, Rohit</au><au>Sahoo, Manodipan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Performance and reliability improvement in intercalated MLGNR interconnects using optimized aspect ratio</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2022-01-27</date><risdate>2022</risdate><volume>12</volume><issue>1</issue><spage>1475</spage><epage>1475</epage><pages>1475-1475</pages><artnum>1475</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>In this work, aspect ratio of various intercalation doped MLGNR interconnects are optimized using a numerical approach to achieve improved performance and reliability. A numerical optimization method is presented to estimate optimized aspect ratio considering combined effects of performance, noise and reliability metrics for any arbitrary nano interconnect system. This approach is cost effective and will be extremely useful to industry for selection of aspect ratio of interconnects as it is a non-SPICE method and reduces fabrication iterations for achieving desired performance and reliability. Our numerical method suggests that by minimizing the figure of merit (i.e. Noise Delay Power Product / Breakdown Power
P
BD
ratio), aspect ratio of FeCl
3
doped MLGNR interconnect is optimized at 0.987, 0.61 and 0.579 for local, intermediate and global level, respectively at 7 nm node. Comparing the optimized performance metrics in this work with the estimated metrics at prescribed aspect ratio by
IRDS
roadmap, delay, noise delay product (
NDP
), power delay product (
PDP
),
P
D
P
/
P
BD
ratio and figure of merit are improved by (
∼
2% and
∼
25%), (
∼
44% and
∼
50%), (
∼
9% and
∼
48%), (
∼
6% and
∼
48%) and (
∼
49% and
∼
68%) for 10
μ
m and 1 mm long Fecl
3
doped MLGNR interconnect, respectively at 7 nm node. Increase in contact resistance leads to significant decrease in performance and increase in optimized aspect ratio of local Fecl
3
doped MLGNR interconnect. Scaling down from 10 to 7 nm node results in increase of optimized aspect ratio in all levels of interconnects. Even though the performance of MLGNR degrades with scaling down but when compared to copper, the performance improves with technology scaling. Finally, this study provides circuit designers a detailed guideline for selecting an optimized aspect ratio for achieving better performance, power efficiency and reliability in doped MLGNR interconnects.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>35087115</pmid><doi>10.1038/s41598-022-05222-x</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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source | Publicly Available Content Database; PubMed Central; Free Full-Text Journals in Chemistry; Springer Nature - nature.com Journals - Fully Open Access |
subjects | 639/166 639/166/987 Fabrication Ferric chloride Humanities and Social Sciences Mathematical models multidisciplinary Noise Scaling Science Science (multidisciplinary) |
title | Performance and reliability improvement in intercalated MLGNR interconnects using optimized aspect ratio |
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