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dc.contributor.authorLin, Shangchao
dc.contributor.authorRyu, Seunghwa
dc.contributor.authorTokareva, Olena
dc.contributor.authorGronau, Greta
dc.contributor.authorJacobsen, Matthew M.
dc.contributor.authorHuang, Wenwen
dc.contributor.authorRizzo, Daniel J.
dc.contributor.authorLi, David
dc.contributor.authorStaii, Cristian
dc.contributor.authorPugno, Nicola M.
dc.contributor.authorWong, Joyce Y.
dc.contributor.authorKaplan, David L.
dc.contributor.authorBuehler, Markus J
dc.date.accessioned2016-06-21T22:20:35Z
dc.date.available2016-06-21T22:20:35Z
dc.date.issued2015-05
dc.date.submitted2014-10
dc.identifier.issn2041-1723
dc.identifier.urihttp://hdl.handle.net/1721.1/103181
dc.description.abstractScalable computational modelling tools are required to guide the rational design of complex hierarchical materials with predictable functions. Here, we utilize mesoscopic modelling, integrated with genetic block copolymer synthesis and bioinspired spinning process, to demonstrate de novo materials design that incorporates chemistry, processing and material characterization. We find that intermediate hydrophobic/hydrophilic block ratios observed in natural spider silks and longer chain lengths lead to outstanding silk fibre formation. This design by nature is based on the optimal combination of protein solubility, self-assembled aggregate size and polymer network topology. The original homogeneous network structure becomes heterogeneous after spinning, enhancing the anisotropic network connectivity along the shear flow direction. Extending beyond the classical polymer theory, with insights from the percolation network model, we illustrate the direct proportionality between network conductance and fibre Young's modulus. This integrated approach provides a general path towards de novo functional network materials with enhanced mechanical properties and beyond (optical, electrical or thermal) as we have experimentally verified.en_US
dc.description.sponsorshipNational Institutes of Health (U.S.) (NIH (U01 EB014967))en_US
dc.description.sponsorshipNational Science Foundation (U.S.) (NSF award No. ECS–0335765)en_US
dc.description.sponsorshipNational Research Foundation of Korea (2013R1A1A010091)en_US
dc.description.sponsorshipEuropean Research Council (ERC StG Ideas 2011 BIHSNAM no. 279985 on ‘Bio-Inspired hierarchical super-nanomaterials’)en_US
dc.description.sponsorshipEuropean Research Council (ERC PoC 2013-1 REPLICA2 no. 619448 on ‘Large-area replication of biological anti-adhesive nanosurfaces’)en_US
dc.description.sponsorshipEuropean Research Council (ERC PoC 2013-2 KNOTOUGH no. 632277 on ‘Super-tough knotted fibers’)en_US
dc.description.sponsorshipEuropean Commission (Graphene Flagship (WP10 ‘Nanocomposites’, no. 604391))en_US
dc.description.sponsorshipAutonomous Province of Trento (‘Graphene Nanocomposites’, no. S116/2012-242637 and reg. delib. no. 2266)en_US
dc.language.isoen_US
dc.publisherNature Publishing Groupen_US
dc.relation.isversionofhttp://dx.doi.org/10.1038/ncomms7892en_US
dc.rightsCreative Commons Attributionen_US
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en_US
dc.sourceNature Publishing Groupen_US
dc.titlePredictive modelling-based design and experiments for synthesis and spinning of bioinspired silk fibresen_US
dc.typeArticleen_US
dc.identifier.citationLin, Shangchao, Seunghwa Ryu, Olena Tokareva, Greta Gronau, Matthew M. Jacobsen, Wenwen Huang, Daniel J. Rizzo, David Li, Cristian Staii, Nicola M. Pugno, Joyce Y. Wong, David L. Kaplan, and Markus J. Buehler. “Predictive Modelling-Based Design and Experiments for Synthesis and Spinning of Bioinspired Silk Fibres.” Nat Comms 6 (May 28, 2015): 6892.en_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Civil and Environmental Engineeringen_US
dc.contributor.departmentMassachusetts Institute of Technology. Laboratory for Atomistic and Molecular Mechanicsen_US
dc.contributor.mitauthorLin, Shangchaoen_US
dc.contributor.mitauthorRyu, Seunghwaen_US
dc.contributor.mitauthorTokareva, Olenaen_US
dc.contributor.mitauthorGronau, Gretaen_US
dc.contributor.mitauthorBuehler, Markus J.en_US
dc.relation.journalNature Communicationsen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dspace.orderedauthorsLin, Shangchao; Ryu, Seunghwa; Tokareva, Olena; Gronau, Greta; Jacobsen, Matthew M.; Huang, Wenwen; Rizzo, Daniel J.; Li, David; Staii, Cristian; Pugno, Nicola M.; Wong, Joyce Y.; Kaplan, David L.; Buehler, Markus J.en_US
dspace.embargo.termsNen_US
dc.identifier.orcidhttps://orcid.org/0000-0002-4173-9659
mit.licenseOPEN_ACCESS_POLICYen_US


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