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The discovery of novel mechanical metamaterials, whose properties are dominated by their engineered structures rather than chemical composition, is a knowledge-intensive and resource-demanding process.
Language models as knowledge bases?
Fabio Petroni, Tim Rocktäschel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H Miller, and Sebastian Riedel. 2019 · 1909
Earlier work this paper cites.
Effective properties of the octet-truss lattice material
Vikram S Deshpande, Norman A Fleck, and Michael F Ashby. 2001 · 2001
Earlier work this paper cites.
Adam: A method for stochastic optimization
Diederik P Kingma. 2014 · 2014
Earlier work this paper cites.
Ultralight, ultrastiff mechanical metamaterials
Xiaoyu Zheng, Howon Lee, Todd H Weisgraber, Maxim Shusteff, Joshua DeOtte, Eric B Duoss, Joshua D Kuntz, Monika M Biener, Qi Ge, Julie A Jackson, et al. 2014 · 2014
Earlier work this paper cites.
Nanolattices: an emerging class of mechanical metamaterials
Jens Bauer, Lucas R Meza, Tobias A Schaedler, Ruth Schwaiger, Xiaoyu Zheng, and Lorenzo Valdevit. 2017 · 2017
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Flexible mechanical metamaterials
Katia Bertoldi, Vincenzo Vitelli, Johan Christensen, and Martin Van Hecke. 2017 · 2017
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3d metamaterials
Muamer Kadic, Graeme W Milton, Martin van Hecke, and Martin Wegener. 2019 · 2019
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Nils Reimers and Iryna Gurevych. 2019 · 2019
Earlier work this paper cites.
Engineering lattice metamaterials for extreme property, programmability, and multifunctionality
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Colbert: Efficient and effective passage search via contextualized late interaction over bert
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Tianyu Gao, Xingcheng Yao, and Danqi Chen. 2021 · 2021
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Artificial intelligence-enabled smart mechanical metamaterials: advent and future trends
Pengcheng Jiao and Amir H Alavi. 2021 · 2021
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Exploring the property space of periodic cellular structures based on crystal networks
Thomas S Lumpe and Tino Stankovic. 2021 · 2021
Earlier work this paper cites.
LoRA: Low-rank adaptation of large language models
Edward J Hu, yelong shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen. 2022 · 2022
Earlier work this paper cites.
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