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<article xsi:noNamespaceSchemaLocation="http://jats.nlm.nih.gov/publishing/1.1/xsd/JATS-journalpublishing1-mathml3.xsd" dtd-version="1.1" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><front><journal-meta><journal-id journal-id-type="publisher-id">BMT</journal-id><journal-title-group><journal-title>Biomaterials Translational</journal-title></journal-title-group><issn>TBA</issn><eissn>2096-112X</eissn><publisher><publisher-name>Biomaterials Translational</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.12336/biomatertransl.2023.04.008</article-id><article-categories><subj-group subj-group-type="heading"><subject>Commentary</subject></subj-group></article-categories><title>AI accelerated discovery of self-assembling peptides</title><url>https://artdesignp.com/journal/BMT/4/4/10.12336/biomatertransl.2023.04.008</url><author>ShiYejiao,HuHonggang</author><pub-date pub-type="publication-year"><year>2023</year></pub-date><volume>4</volume><issue>4</issue><history><date date-type="pub"><published-time>2023-12-28</published-time></date></history><abstract/><keywords/></article-meta></front><body/><back><ref-list><ref id="B1" content-type="article"><label>1</label><element-citation publication-type="journal"><p>1. Whitesides, G. M.; Grzybowski, B. Self-assembly at all scales. Science. 2002, 295, 2418-2421. &amp;nbsp;2. Luo, Q.; Hou, C.; Bai, Y.; Wang, R.; Liu, J. Protein assembly: versatile approaches to construct highly ordered nanostructures. Chem Rev. 2016, 116, 13571-13632. &amp;nbsp;3. Desai, M. S.; Lee, S. W. Protein-based functional nanomaterial design for bioengineering applications. Wiley Interdiscip Rev Nanomed Nanobiotechnol. 2015, 7, 69-97. &amp;nbsp;4. Zhang, S. Fabrication of novel biomaterials through molecular self-assembly. Nat Biotechnol. 2003, 21, 1171-1178. &amp;nbsp;5. Pearce, A. K.; Wilks, T. R.; Arno, M. C.; O&amp;rsquo;Reilly, R. K. Synthesis and applications of anisotropic nanoparticles with precisely defined dimensions. Nat Rev Chem. 2021, 5, 21-45. &amp;nbsp;6. Mendes, A. C.; Baran, E. T.; Reis, R. L.; Azevedo, H. S. Self-assembly in nature: using the principles of nature to create complex nanobiomaterials. Wiley Interdiscip Rev Nanomed Nanobiotechnol. 2013, 5, 582-612. &amp;nbsp;7. Ulijn, R. V.; Smith, A. M. Designing peptide based nanomaterials. Chem Soc Rev. 2008, 37, 664-675. &amp;nbsp;8. Frederix, P. W.; Scott, G. G.; Abul-Haija, Y. M.; Kalafatovic, D.; Pappas, C. G.; Javid, N.; Hunt, N. T.; Ulijn, R. V.; Tuttle, T. Exploring the sequence space for (tri-)peptide self-assembly to design and discover new hydrogels. Nat Chem. 2015, 7, 30-37. &amp;nbsp;9. Hamet, P.; Tremblay, J. Artificial intelligence in medicine. Metabolism. 2017, 69s, S36-S40. &amp;nbsp;10. Batra, R.; Loeffler, T. D.; Chan, H.; Srinivasan, S.; Cui, H.; Korendovych, I. V.; Nanda, V.; Palmer, L. C.; Solomon, L. A.; Fry, H. C.; Sankaranarayanan, S. Machine learning overcomes human bias in the discovery of self-assembling peptides. Nat Chem. 2022, 14, 1427-1435. &amp;nbsp;</p><pub-id pub-id-type="doi"/></element-citation></ref></ref-list></back></article>
