Open access
Aug 2026
Machine Learning-Guided Electronic Configuration Design for Dielectrics With High Energy Storage Performance.
An interpretable machine learning framework based on Shapley Additive exPlanations is developed to guide the compositional design of K0.5Na0.5NbO3-based relaxor ferroelectrics, leading to Sc as the optimal dopant, outperforming the Bi5/6In0.5Sn0.5O3-doped system.
Liang-Zhe Chen, Lei Cao, Zishan Jin et al.
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