The paper's central claim of 0.81% MAE for battery SoH estimation is contradicted by its own Section VI results (MSE 654,172.7, negative R2).
Lithium titanate oxide battery cells for high-power automotive applications – electro- thermal properties, aging behavior and cost considerations,
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Battery State of Health Estimation Using LLM Framework
The paper's central claim of 0.81% MAE for battery SoH estimation is contradicted by its own Section VI results (MSE 654,172.7, negative R2).