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High-Throughput Evaluation of Emission and Structure in Reduced-Dimensional Perovskites

Husna Anwar, Andrew Johnston, Suhas Mahesh, Kamalpreet Singh, Zhibo Wang, D.A. Kuntz, Isaac Tamblyn, Oleksandr Voznyy, Gilbert G. Privé, Edward H. Sargent

2022ACS Central Science11 citationsDOIOpen Access PDF

Abstract

). We then synthesize 16 000 MHP single crystals and measure their photoluminescence to study the effects of synthesis parameters and compositional engineering on the emission intensity of 54 distinct MHPs: we achieve an acceleration factor of more than 100 times over previously reported HTE MHP synthesis and characterization methods. Using insights derived from this analysis, we screen an existing database for new, potentially emissive MHPs. On the basis of the Tanimoto similarity of the bright available emitters, we present our top candidates for future exploration. As a proof of concept, we use one of these (3,4-difluorophenylmethanamine) to synthesize an MHP which we find has a photoluminescence quantum yield of 10%.

Topics & Concepts

PhotoluminescenceWorkflowComputer scienceMaterials scienceLeverage (statistics)NanotechnologyQuantum yieldCharacterization (materials science)OptoelectronicsArtificial intelligencePhysicsFluorescenceOpticsDatabasePerovskite Materials and Applications2D Materials and ApplicationsSolid-state spectroscopy and crystallography