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<dublin_core schema="dc">
<dcvalue element="contributor" qualifier="author">Park,&#x20;Chae-Lin</dcvalue>
<dcvalue element="contributor" qualifier="author">Goh,&#x20;Byeonghwa</dcvalue>
<dcvalue element="contributor" qualifier="author">Oh,&#x20;Seongjae</dcvalue>
<dcvalue element="contributor" qualifier="author">Lee,&#x20;Jae&#x20;Won</dcvalue>
<dcvalue element="contributor" qualifier="author">Seo,&#x20;Won&#x20;Yong</dcvalue>
<dcvalue element="contributor" qualifier="author">Song,&#x20;Young-Chul</dcvalue>
<dcvalue element="contributor" qualifier="author">Kim,&#x20;Hyun</dcvalue>
<dcvalue element="contributor" qualifier="author">Ko,&#x20;Seung&#x20;Hwan</dcvalue>
<dcvalue element="contributor" qualifier="author">Choi,&#x20;Changsoon</dcvalue>
<dcvalue element="contributor" qualifier="author">Kim,&#x20;Seon&#x20;Jeong</dcvalue>
<dcvalue element="contributor" qualifier="author">Han,&#x20;Mingook</dcvalue>
<dcvalue element="contributor" qualifier="author">Lim,&#x20;Taewan</dcvalue>
<dcvalue element="contributor" qualifier="author">Hong,&#x20;Sukjoon</dcvalue>
<dcvalue element="contributor" qualifier="author">Hu,&#x20;Xinghao</dcvalue>
<dcvalue element="contributor" qualifier="author">Choi,&#x20;Joonmyung</dcvalue>
<dcvalue element="contributor" qualifier="author">Jeong,&#x20;Hyeon&#x20;Su</dcvalue>
<dcvalue element="contributor" qualifier="author">Kim,&#x20;Shi&#x20;Hyeong</dcvalue>
<dcvalue element="date" qualifier="accessioned">2026-05-07T08:00:25Z</dcvalue>
<dcvalue element="date" qualifier="available">2026-05-07T08:00:25Z</dcvalue>
<dcvalue element="date" qualifier="created">2026-05-07</dcvalue>
<dcvalue element="date" qualifier="issued">2026-04</dcvalue>
<dcvalue element="identifier" qualifier="issn">0020-7403</dcvalue>
<dcvalue element="identifier" qualifier="uri">https:&#x2F;&#x2F;pubs.kist.re.kr&#x2F;handle&#x2F;201004&#x2F;154637</dcvalue>
<dcvalue element="description" qualifier="abstract">Carbon&#x20;nanotube&#x20;fibers&#x20;(CNTFs)&#x20;are&#x20;considered&#x20;promising&#x20;electrochemically&#x20;powered&#x20;actuators&#x20;for&#x20;wearable&#x20;technologies&#x20;and&#x20;soft&#x20;robotics&#x20;due&#x20;to&#x20;their&#x20;high&#x20;actuation&#x20;stroke&#x20;and&#x20;low-voltage&#x20;operation&#x20;for&#x20;their&#x20;exceptional&#x20;mechanical&#x20;and&#x20;electrical&#x20;properties.&#x20;Direct-spun&#x20;CNTFs&#x20;offer&#x20;a&#x20;scalable&#x20;alternative&#x20;to&#x20;forest-spun&#x20;CNTFs,&#x20;but&#x20;their&#x20;rapid&#x20;fabrication&#x20;results&#x20;in&#x20;poor&#x20;internal&#x20;alignment&#x20;and&#x20;low&#x20;packing&#x20;density,&#x20;leading&#x20;to&#x20;reduced&#x20;mechanical&#x20;reliability&#x20;under&#x20;cyclic&#x20;actuation.&#x20;In&#x20;this&#x20;study,&#x20;we&#x20;present&#x20;an&#x20;electrochemically&#x20;stable&#x20;twist-based&#x20;artificial&#x20;muscle&#x20;utilizing&#x20;direct-spun&#x20;CNTFs,&#x20;in&#x20;which&#x20;the&#x20;intrinsic&#x20;limitations&#x20;are&#x20;overcome&#x20;through&#x20;polymer&#x20;reinforcement.&#x20;Using&#x20;a&#x20;graded&#x20;infiltration&#x20;strategy,&#x20;poly(vinylidene&#x20;fluoride-co-hexafluoropropylene)&#x20;(PVDF-co-HFP)&#x20;was&#x20;infiltrated&#x20;into&#x20;the&#x20;CNTFs,&#x20;forming&#x20;a&#x20;hierarchical&#x20;polymer-reinforcement&#x20;distribution&#x20;across&#x20;the&#x20;sheath-to-core&#x20;interface.&#x20;This&#x20;architecture&#x20;enables&#x20;robust&#x20;structural&#x20;integration&#x20;with&#x20;the&#x20;bias&#x20;angle&#x20;variation&#x20;across&#x20;the&#x20;cross-section&#x20;of&#x20;the&#x20;host&#x20;muscles.&#x20;As&#x20;a&#x20;result,&#x20;the&#x20;compositional&#x20;and&#x20;structural&#x20;design&#x20;of&#x20;the&#x20;hybrid&#x20;muscles&#x20;leads&#x20;to&#x20;a&#x20;38&#x20;%&#x20;increase&#x20;in&#x20;mechanical&#x20;strength&#x20;and&#x20;a&#x20;14.6&#x20;%&#x20;improvement&#x20;in&#x20;electrochemical&#x20;cycling&#x20;stability.&#x20;Furthermore,&#x20;molecular&#x20;dynamics&#x20;simulations&#x20;revealed&#x20;the&#x20;suppression&#x20;of&#x20;electrochemical&#x20;creep&#x20;at&#x20;the&#x20;molecular&#x20;level,&#x20;confirming&#x20;that&#x20;the&#x20;polymer&#x20;matrix&#x20;reduces&#x20;interfacial&#x20;slippage&#x20;and&#x20;stress&#x20;concentration&#x20;within&#x20;CNT&#x20;bundles.&#x20;This&#x20;molecular-level&#x20;insight&#x20;into&#x20;creep&#x20;suppression&#x20;has&#x20;not&#x20;been&#x20;previously&#x20;reported&#x20;for&#x20;CNTF-based&#x20;artificial&#x20;muscles.&#x20;Our&#x20;findings&#x20;establish&#x20;a&#x20;viable&#x20;pathway&#x20;toward&#x20;scalable&#x20;and&#x20;robust&#x20;artificial&#x20;actuators&#x20;suitable&#x20;for&#x20;long-term&#x20;operation.</dcvalue>
<dcvalue element="language" qualifier="none">English</dcvalue>
<dcvalue element="publisher" qualifier="none">Pergamon&#x20;Press&#x20;Ltd.</dcvalue>
<dcvalue element="title" qualifier="none">Electrochemically&#x20;stable&#x20;artificial&#x20;muscles&#x20;from&#x20;directly&#x20;spun&#x20;carbon&#x20;nanotube&#x20;fibers</dcvalue>
<dcvalue element="type" qualifier="none">Article</dcvalue>
<dcvalue element="identifier" qualifier="doi">10.1016&#x2F;j.ijmecsci.2026.111342</dcvalue>
<dcvalue element="description" qualifier="journalClass">1</dcvalue>
<dcvalue element="identifier" qualifier="bibliographicCitation">International&#x20;Journal&#x20;of&#x20;Mechanical&#x20;Sciences,&#x20;v.316</dcvalue>
<dcvalue element="citation" qualifier="title">International&#x20;Journal&#x20;of&#x20;Mechanical&#x20;Sciences</dcvalue>
<dcvalue element="citation" qualifier="volume">316</dcvalue>
<dcvalue element="description" qualifier="isOpenAccess">Y</dcvalue>
<dcvalue element="description" qualifier="journalRegisteredClass">scie</dcvalue>
<dcvalue element="description" qualifier="journalRegisteredClass">scopus</dcvalue>
<dcvalue element="identifier" qualifier="wosid">001716044100001</dcvalue>
<dcvalue element="identifier" qualifier="scopusid">2-s2.0-105032362802</dcvalue>
<dcvalue element="relation" qualifier="journalWebOfScienceCategory">Engineering,&#x20;Mechanical</dcvalue>
<dcvalue element="relation" qualifier="journalWebOfScienceCategory">Mechanics</dcvalue>
<dcvalue element="relation" qualifier="journalResearchArea">Engineering</dcvalue>
<dcvalue element="relation" qualifier="journalResearchArea">Mechanics</dcvalue>
<dcvalue element="type" qualifier="docType">Article</dcvalue>
<dcvalue element="subject" qualifier="keywordPlus">INTERPHASE</dcvalue>
<dcvalue element="subject" qualifier="keywordPlus">STRESS</dcvalue>
<dcvalue element="subject" qualifier="keywordPlus">STROKE</dcvalue>
<dcvalue element="subject" qualifier="keywordPlus">PVDF</dcvalue>
<dcvalue element="subject" qualifier="keywordPlus">DYNAMICS</dcvalue>
<dcvalue element="subject" qualifier="keywordAuthor">Direct&#x20;spinning</dcvalue>
<dcvalue element="subject" qualifier="keywordAuthor">Artificial&#x20;muscles</dcvalue>
<dcvalue element="subject" qualifier="keywordAuthor">Polymer&#x20;composite</dcvalue>
<dcvalue element="subject" qualifier="keywordAuthor">Electrochemical&#x20;creep&#x20;phenomenon</dcvalue>
<dcvalue element="subject" qualifier="keywordAuthor">Molecular&#x20;dynamics&#x20;simulation</dcvalue>
<dcvalue element="subject" qualifier="keywordAuthor">Carbon&#x20;nanotube&#x20;fiber</dcvalue>
</dublin_core>
