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#graph neural networks Open access Sep 2026

Graph Neural Network‐Guided and Interpretable Discovery of Supercapacitor Electrode Materials

Discovering electrode materials that combine high capacitance, stability, conductivity, and practical synthesis remains a significant challenge for advancing supercapacitors beyond the energy‐density limits of traditional carbon‐based systems. Here, we introduce an AI‐driven framework integrating graph neural netwo...

Jeffin Kurian Mathews, Aaditya Sharma, Baskaran Kannan et al. · 0 citations

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