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Author

Kapil Joshi

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Open access Aug 2026

SHAP-guided Machine Learning for Interpretable Band Gap Prediction and Inverse Design in ABX₃ Perovskites

This work reports positive demonstration of inverse design of high confidence ABX3 candidates with 1.5–2.5 eV separations, such as the sub-optimized discovery of RbSnS3, which provides a scalable way towards rational discovery of perovskites.

Aldrin Manon, Rajiv Kumar Gill, vijay kumar et al. · 0 citations

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