Reoccurring Patterns in Hierarchical Protein Materials and Music: The Power of Analogies

Complex hierarchical structures composed of simple nanoscale building blocks form the basis of most biological materials. Here, we demonstrate how analogies between seemingly different fields enable the understanding of general principles by which functional properties in hierarchical systems emerge...

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Main Authors: Giesa, Tristan, Spivak, David I, Buehler, Markus J
Other Authors: Massachusetts Institute of Technology. Center for Computational Engineering
Format: Article
Language:en_US
Published: Springer-Verlag 2013
Online Access:http://hdl.handle.net/1721.1/77558
https://orcid.org/0000-0002-4173-9659
https://orcid.org/0000-0002-6601-9199
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author Giesa, Tristan
Spivak, David I
Buehler, Markus J
author2 Massachusetts Institute of Technology. Center for Computational Engineering
author_facet Massachusetts Institute of Technology. Center for Computational Engineering
Giesa, Tristan
Spivak, David I
Buehler, Markus J
author_sort Giesa, Tristan
collection MIT
description Complex hierarchical structures composed of simple nanoscale building blocks form the basis of most biological materials. Here, we demonstrate how analogies between seemingly different fields enable the understanding of general principles by which functional properties in hierarchical systems emerge, similar to an analogy learning process. Specifically, natural hierarchical materials like spider silk exhibit properties comparable to classical music in terms of their hierarchical structure and function. As a comparative tool, here, we apply hierarchical ontology logs that follow a rigorous mathematical formulation based on category theory to provide an insightful system representation by expressing knowledge in a conceptual map. We explain the process of analogy creation, draw connections at several levels of hierarchy, and identify similar patterns that govern the structure of the hierarchical systems silk and music and discuss the impact of the derived analogy for nanotechnology.
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spelling mit-1721.1/775582022-09-27T18:33:37Z Reoccurring Patterns in Hierarchical Protein Materials and Music: The Power of Analogies Giesa, Tristan Spivak, David I Buehler, Markus J Massachusetts Institute of Technology. Center for Computational Engineering Massachusetts Institute of Technology. Department of Civil and Environmental Engineering Massachusetts Institute of Technology. Department of Mathematics Massachusetts Institute of Technology. Laboratory for Atomistic and Molecular Mechanics Giesa, Tristan Spivak, David I. Buehler, Markus J. Complex hierarchical structures composed of simple nanoscale building blocks form the basis of most biological materials. Here, we demonstrate how analogies between seemingly different fields enable the understanding of general principles by which functional properties in hierarchical systems emerge, similar to an analogy learning process. Specifically, natural hierarchical materials like spider silk exhibit properties comparable to classical music in terms of their hierarchical structure and function. As a comparative tool, here, we apply hierarchical ontology logs that follow a rigorous mathematical formulation based on category theory to provide an insightful system representation by expressing knowledge in a conceptual map. We explain the process of analogy creation, draw connections at several levels of hierarchy, and identify similar patterns that govern the structure of the hierarchical systems silk and music and discuss the impact of the derived analogy for nanotechnology. United States. Air Force Office of Scientific Research United States. Office of Naval Research (Grant N00014-10-1-0562) Studienstiftung des deutschen Volkes United States. Office of Naval Research (Grant N00014-10-1-0841) 2013-03-05T19:45:10Z 2013-03-05T19:45:10Z 2011-12 Article http://purl.org/eprint/type/JournalArticle 2191-1630 2191-1649 http://hdl.handle.net/1721.1/77558 Giesa, Tristan, David I. Spivak, and Markus J. Buehler. “Reoccurring Patterns in Hierarchical Protein Materials and Music: The Power of Analogies.” BioNanoScience 1.4 (2011): 153–161. https://orcid.org/0000-0002-4173-9659 https://orcid.org/0000-0002-6601-9199 en_US http://dx.doi.org/10.1007/s12668-011-0022-5 BioNanoScience Creative Commons Attribution-Noncommercial-Share Alike 3.0 http://creativecommons.org/licenses/by-nc-sa/3.0/ application/pdf Springer-Verlag arXiv
spellingShingle Giesa, Tristan
Spivak, David I
Buehler, Markus J
Reoccurring Patterns in Hierarchical Protein Materials and Music: The Power of Analogies
title Reoccurring Patterns in Hierarchical Protein Materials and Music: The Power of Analogies
title_full Reoccurring Patterns in Hierarchical Protein Materials and Music: The Power of Analogies
title_fullStr Reoccurring Patterns in Hierarchical Protein Materials and Music: The Power of Analogies
title_full_unstemmed Reoccurring Patterns in Hierarchical Protein Materials and Music: The Power of Analogies
title_short Reoccurring Patterns in Hierarchical Protein Materials and Music: The Power of Analogies
title_sort reoccurring patterns in hierarchical protein materials and music the power of analogies
url http://hdl.handle.net/1721.1/77558
https://orcid.org/0000-0002-4173-9659
https://orcid.org/0000-0002-6601-9199
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