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Upcycling of polyvinyl chloride into polyalphaolefin lubricants

Nature, Published online: 05 August 2026; doi:10.1038/s41586-026-10867-z

A mild chemical process upcycles polyvinyl chloride waste into polyalphaolefin lubricants with tunable properties, offering an economical route to plastic recycling and improved carbon circularity.

High-performance perovskite/silicon tandem solar cells enabled by multifunctional titanium oxynitride recombination layers

Nature Energy, Published online: 24 July 2026; doi:10.1038/s41560-026-02116-4

The interconnected recombination layer is key to advance perovskite/silicon tandem solar cells. Cao et al. show that titanium oxynitride reconciles the requirements for recombination layers, improving the efficiency and stability for tandem solar cells and modules.

Efficient and accurate neural-field reconstruction using resistive memory

Nature, Published online: 10 June 2026; doi:10.1038/s41586-026-10646-w

A co-optimized AI hardware–software system using resistive-memory computing improves energy efficiency and parallelism for sparse signal reconstruction in imaging and three-dimensional vision applications.
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