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Practical sparse data-driven constitutive modeling via transfer learning in physics-encoded neural networks.

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Title: Practical sparse data-driven constitutive modeling via transfer learning in physics-encoded neural networks.
Authors: Wang, Zhihui1 (AUTHOR) zhihui.wang@tum.de, Cudmani, Roberto1 (AUTHOR)
Source: Scientific Reports. 1/6/2026, Vol. 16 Issue 1, p1-20. 20p.
Database: Academic Search Ultimate
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  Data: Practical sparse data-driven constitutive modeling via transfer learning in physics-encoded neural networks.
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  Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 1/6/2026, Vol. 16 Issue 1, p1-20. 20p.
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        Value: 10.1038/s41598-025-34925-0
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