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Author

Aliyu Usman

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Review Open access Oct 2026

Artificial intelligence driven lithium-ion battery recycling: from materials recovery to intelligent circular energy systems

The rapid expansion of lithium-ion batteries (LIBs) in electric vehicles, portable electronics, and large-scale energy-storage systems has intensified concerns regarding critical material depletion, environmental impacts, and end-of-life battery management. Although conventional recycling technologies, including pyrome...

Junaid Aslam, Muhammad Arif Khan, Aliyu Usman et al. · 0 citations

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