Robust SOH Prediction for Lithium-Ion Batteries via ProbSparse Informer Architecture

Published in IEEE Global Reliability & PHM Conference, 2025

Best Paper Award

Proposed battery SOH prediction framework utilizing SOTA Informer model.

Recommended citation: Y. Seo, T. Kim, S. Barde. (2025). "Robust SOH Prediction for Lithium-Ion Batteries via ProbSparse Informer Architecture." IEEE Global Reliability & PHM Conference.
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