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Leveraging enhanced physics-informed neural networks based on adaptive weight loss for solving inverse problems of nonlinear Sine-Gordon equation

Published Online: 2025-12-01

Authors

Deresse, Alemayehu Tamirie https://orcid.org/0000-0003-4922-0656
Dufera, Tamirat Temesgen

Firdi, Mitiku Daba
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Text and Data Mining valid from 2025-12-01

Version of Record valid from 2025-12-01
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Article History

Received: 17 July 2025

Accepted: 19 November 2025

First Online: 1 December 2025

Declarations

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: The authors declare that they have no Conflict of interest.

: Not applicable.

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