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Billy Wu

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Review Open access Jul 2026

Closing the loop with generative AI and automated experimentation in electrochemical energy innovation.

Electrochemical energy technologies are central to the net-zero transition, yet their multiscale characteristics ranging from atomic materials to device architectures present critical challenges in research and development (R&D). Although artificial intelligence (AI) has accelerated discovery and design in this field,...

Zhiqiang Niu, Wanhui Zhao, L. Jackson et al. · 0 citations

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