{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,18]],"date-time":"2026-04-18T15:58:23Z","timestamp":1776527903717,"version":"3.51.2"},"reference-count":32,"publisher":"American Association for the Advancement of Science (AAAS)","issue":"68","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sci. Robot."],"published-print":{"date-parts":[[2022,7,27]]},"abstract":"<jats:p>Biomimetic machines able to integrate with natural and social environments will find ubiquitous applications, from biodiversity conservation to elderly daily care. Although artificial actuators have reached the contraction performances of muscles, the versatility and grace of the movements realized by the complex arrangements of muscles remain largely unmatched. Here, we present a class of pneumatic artificial muscles, named GeometRy-based Actuators that Contract and Elongate (GRACE). The GRACEs consist of a single-material pleated membrane and do not need any strain-limiting elements. They can contract and extend by design, as described by a mathematical model, and can be realized at different dimensional scales and with different materials and mechanical performances, enabling a wide range of lifelike movements. The GRACEs can be fabricated through low-cost additive manufacturing and even built directly within functional devices, such as a pneumatic artificial hand that is fully three-dimensionally printed in one step. This makes the prototyping and fabrication of pneumatic artificial muscle\u2013based devices faster and more straightforward.<\/jats:p>","DOI":"10.1126\/scirobotics.abn4155","type":"journal-article","created":{"date-parts":[[2022,7,27]],"date-time":"2022-07-27T19:29:51Z","timestamp":1658950191000},"source":"Crossref","is-referenced-by-count":112,"title":["3D-printed biomimetic artificial muscles using soft actuators that contract and elongate"],"prefix":"10.1126","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1904-9616","authenticated-orcid":true,"given":"Corrado","family":"De Pascali","sequence":"first","affiliation":[{"name":"Bioinspired Soft Robotics Laboratory, Istituto Italiano di Tecnologia, Genoa, Italy."},{"name":"BioRobotics Institute, Scuola Superiore Sant\u2019Anna, Pontedera, Italy."}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1849-9826","authenticated-orcid":true,"given":"Giovanna Adele","family":"Naselli","sequence":"additional","affiliation":[{"name":"Bioinspired Soft Robotics Laboratory, Istituto Italiano di Tecnologia, Genoa, Italy."}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7284-0007","authenticated-orcid":true,"given":"Stefano","family":"Palagi","sequence":"additional","affiliation":[{"name":"Bioinspired Soft Robotics Laboratory, Istituto Italiano di Tecnologia, Genoa, Italy."},{"name":"BioRobotics Institute, Scuola Superiore Sant\u2019Anna, Pontedera, Italy."}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7996-4790","authenticated-orcid":true,"given":"Rob B. N.","family":"Scharff","sequence":"additional","affiliation":[{"name":"Bioinspired Soft Robotics Laboratory, Istituto Italiano di Tecnologia, Genoa, Italy."}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0722-8350","authenticated-orcid":true,"given":"Barbara","family":"Mazzolai","sequence":"additional","affiliation":[{"name":"Bioinspired Soft Robotics Laboratory, Istituto Italiano di Tecnologia, Genoa, Italy."}]}],"member":"221","reference":[{"key":"e_1_3_3_2_2","doi-asserted-by":"publisher","DOI":"10.1126\/science.2251499"},{"key":"e_1_3_3_3_2","doi-asserted-by":"publisher","DOI":"10.1126\/science.288.5463.100"},{"key":"e_1_3_3_4_2","doi-asserted-by":"publisher","DOI":"10.1109\/SOLSEN.1992.228297"},{"key":"e_1_3_3_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/JOE.2004.833135"},{"key":"e_1_3_3_6_2","doi-asserted-by":"publisher","DOI":"10.1007\/s12541-019-00255-1"},{"key":"e_1_3_3_7_2","doi-asserted-by":"publisher","DOI":"10.3390\/act8040074"},{"key":"e_1_3_3_8_2","doi-asserted-by":"publisher","DOI":"10.1126\/science.aao6139"},{"key":"e_1_3_3_9_2","doi-asserted-by":"publisher","DOI":"10.1177\/02783649211002545"},{"key":"e_1_3_3_10_2","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1002\/admt.201600055","article-title":"Buckling pneumatic linear actuators inspired by muscle","volume":"1","author":"Yang D.","year":"2016","unstructured":"D. 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