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Research#Battery🔬 ResearchAnalyzed: Jan 10, 2026 10:20

Advanced Battery Management: Operator-Theoretic Joint Estimation for Enhanced Battery Health

Published:Dec 17, 2025 17:31
1 min read
ArXiv

Analysis

This ArXiv article presents a novel approach to battery management using operator-theoretic methods for joint estimation of State of Charge (SoC) and State of Health (SoH). The paper's focus on aging-aware estimation and control-informed SoH suggests a valuable contribution to improving battery performance and longevity.
Reference

“The article's source is ArXiv.”

PermalinkArXiv
Research#Learning🔬 ResearchAnalyzed: Jan 10, 2026 10:59

Safe Online Control-Informed Learning Explored in New ArXiv Paper

Published:Dec 15, 2025 19:56
1 min read
ArXiv

Analysis

The article's source is ArXiv, indicating a pre-print research paper; therefore, further peer review is needed to validate the claims. The study likely focuses on improving the safety of AI learning within online control systems.
Reference

“The context mentions the source as ArXiv, implying a research paper.”

PermalinkArXiv