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AI-Enhanced Materials Selection Pipeline for High-Performance Actuators in Power and Aerospace Systems: Predicting Thermal Hysteresis in High-Temperature Shape Memory Alloys

Crossref DOI link: https://doi.org/10.1007/s11664-025-12554-7

Published Online: 2025-12-03

Published Print: 2026-02

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Zhang, Xuezhe

Su, Liqing

Li, Cuihua
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Text and Data Mining valid from 2025-12-03

Version of Record valid from 2025-12-03
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Article History

Received: 7 October 2025

Accepted: 5 November 2025

First Online: 3 December 2025

Conflict of Interest

: The authors declare no competing interests.

: The research paper has received ethical approval from the institutional review board, ensuring the protection of participants’ rights and compliance with the relevant ethical guidelines.

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