Uncertainty-aware active learning reveals reliability limits in lead-free halide perovskite screening

Digital Discovery 2026 Open access

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Authors: Xiyao Yu
DOI: 10.1039/d6dd00153j
Cited by: 1
References: 32

Abstract

Uncertainty-aware active learning maps reliability limits in lead-free halide perovskite screening, guiding high-fidelity calculations.

Fields of Study & Subjects

Machine Learning in Materials Science Perovskite Materials and Applications Inorganic Chemistry and Materials

Publication details

Journal / source
Digital Discovery
Publisher
Royal Society of Chemistry (RSC)
Volume
5
Issue
5
Pages
2342–2352
Publication date
1 January 2026
Language
EN