ArticleAdvanced materials (Deerfield Beach, Fla.)2025
In Operando Locally-Resolved Photophysics in Perovskite Solar Cells by Correlation Clustering Imaging.
Article in Advanced materials (Deerfield Beach, Fla.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
6 citing papers in PubMed.
- Arm-Length-Controlled CsPbBrAdvanced materials (Deerfield Beach, Fla.) · 2026Article
- Room temperature collective blinking and photon bunching from CsPbBrNature communications · 2026Article
- Machine learning for microscopy data analytics targeting real-time optical characterization of semiconductor nanocrystals.Nature communications · 2026Article
- Cryo-optical setup for wide-field microscopy and spectroscopy of luminescent nanomaterials.Nanoscale · 2026Article
- Unveiling the Local Fate of Charge Carriers in Halide Perovskite Thin Films via Correlation Clustering Imaging.Chemical & biomedical imaging · 2025Article
- In Operando Locally-Resolved Photophysics in Perovskite Solar Cells by Correlation Clustering Imaging.Advanced materials (Deerfield Beach, Fla.) · 2025Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
The instability of metal halide perovskites limits the commercialization of solar cells despite their impressive efficiencies. This instability, driven by photo-induced ion migration, leads to material restructuring, defect formation, degradation, and defect healing. However, these same "unwanted" properties enable to propose Correlation Clustering Imaging (CLIM), a technique that detects local photoluminescence (PL) fluctuations through wide-field fluorescence microscopy. It is shown that such fluctuations are present in high-quality perovskites and their corresponding solar cells. CLIM successfully visualizes the polycrystalline grain structure in perovskite films, closely matching electron microscopy images. The analysis of fluctuations reveals a dominant metastable defect responsible for the fluctuations. In solar cells in short-circuit conditions, these fluctuations are significantly larger, and corresponding correlated regions extend up to 10 micrometers, compared to 2 micrometers in films. It is proposed that the regions resolved by CLIM in solar cells possess a common pool of charge extraction channels, which fluctuate and cause PL to vary. Since PL fluctuations reflect non-radiative recombination processes, CLIM provides valuable insights into the structural and functional dynamics of carrier transport, ion migration, defect behavior, and recombination losses. CLIM offers a non-invasive approach to understanding luminescent materials and devices in operando, utilizing contrasts based on previously untapped properties.
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Registered trials
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