HAOYUAN JI

Changan University

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Ultrasonic feature-driven interpretable state-of-health estimation for lithium-ion batteries using a hybrid attention-enhanced learning framework

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Ultrasonic feature-driven interpretable state-of-health estimation for lithium-ion batteries using a hybrid attention-enhanced learning framework

Number of pages: 23 Posted: 13 Jun 2026

JUNHAO SHU, Limin Geng, HAOYUAN JI, HAO HUANG and Xunquan Hu

Changan University, Changan University, Changan University, Changan University and Changan University

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Ultrasonic feature-driven interpretable state-of-health estimation for lithium-ion batteries using a hybrid attention-enhanced learning framework

Number of pages: 24 Posted: 24 Jun 2026

JUNHAO SHU, Limin Geng, HAOYUAN JI, HAO HUANG and Xunquan Hu

Changan University, Changan University, Changan University, Changan University and Changan University

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