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SPINI: a structure-preserving neural integrator for hamiltonian dynamics and parametric perturbation.

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Title: SPINI: a structure-preserving neural integrator for hamiltonian dynamics and parametric perturbation.
Authors: Liang, Chengtian1 (AUTHOR) lct.lctsoft@hotmail.com, Wen, Xintong1 (AUTHOR), Zhu, Zhaoyu1 (AUTHOR), Shen, Lijiong1 (AUTHOR) lijiong.shen@u.nus.edu, Wang, Yu1 (AUTHOR) 20426399@qq.com
Source: Scientific Reports. 12/15/2025, Vol. 15 Issue 1, p1-13. 13p.
Database: Academic Search Ultimate
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  Data: SPINI: a structure-preserving neural integrator for hamiltonian dynamics and parametric perturbation.
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  Data: <searchLink fieldCode="AR" term="%22Liang%2C+Chengtian%22">Liang, Chengtian</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> lct.lctsoft@hotmail.com</i><br /><searchLink fieldCode="AR" term="%22Wen%2C+Xintong%22">Wen, Xintong</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhu%2C+Zhaoyu%22">Zhu, Zhaoyu</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Shen%2C+Lijiong%22">Shen, Lijiong</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> lijiong.shen@u.nus.edu</i><br /><searchLink fieldCode="AR" term="%22Wang%2C+Yu%22">Wang, Yu</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> 20426399@qq.com</i>
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  Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 12/15/2025, Vol. 15 Issue 1, p1-13. 13p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=190277932
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        Value: 10.1038/s41598-025-28710-2
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              Text: 12/15/2025
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