Evidence map›Paper›PMID 39969402›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2025

In Operando Locally-Resolved Photophysics in Perovskite Solar Cells by Correlation Clustering Imaging.

Boris Louis, Sudipta Seth, Qingzhi An, Ran Ji, Yana Vaynzof, Johan Hofkens, Ivan G Scheblykin

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Arm-Length-Controlled CsPbBrAdvanced materials (Deerfield Beach, Fla.) · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Boris LouisDivision of Chemical Physics and NanoLund, Lund University, PO Box 124, Lund, 22100, Sweden.ORCID https://orcid.org/0000-0003-2882-6907
Sudipta SethDivision of Chemical Physics and NanoLund, Lund University, PO Box 124, Lund, 22100, Sweden.ORCID https://orcid.org/0000-0002-8666-4080
Qingzhi AnChair for Emerging Electronic Technologies, Technical University of Dresden, Nöthnitzer Str. 61, 01187, Dresden, Germany.ORCID https://orcid.org/0000-0003-0145-1332
Ran JiChair for Emerging Electronic Technologies, Technical University of Dresden, Nöthnitzer Str. 61, 01187, Dresden, Germany.
Yana VaynzofChair for Emerging Electronic Technologies, Technical University of Dresden, Nöthnitzer Str. 61, 01187, Dresden, Germany.ORCID https://orcid.org/0000-0002-0783-0707
Johan HofkensLaboratory for Photochemistry and Spectroscopy, Division for Molecular Imaging and Photonics, Department of Chemistry, Katholieke Universiteit Leuven, Leuven, 3001, Belgium.ORCID https://orcid.org/0000-0002-9101-0567
Ivan G ScheblykinDivision of Chemical Physics and NanoLund, Lund University, PO Box 124, Lund, 22100, Sweden.ORCID https://orcid.org/0000-0001-6059-4777

Funding

Chinese Government Scholarship #201806070145Crafoordska Stiftelsen 20230552Deutsche Forschungsgemeinschaft SPP 2196-#424216076Fonds Wetenschappelijk Onderzoek 12AGZ24NFonds Wetenschappelijk Onderzoek G098319NFonds Wetenschappelijk Onderzoek G0AHQ25NFonds Wetenschappelijk Onderzoek G0F2322NFonds Wetenschappelijk Onderzoek S002019NFonds Wetenschappelijk Onderzoek VS06523NHORIZON EUROPE European Research Council 714067Knut och Alice Wallenbergs Stiftelse 2016.0059Vetenskapsrådet 2018-07064Vetenskapsrådet 2020-03530Vlaamse Instelling voor Technologisch Onderzoek CASA32Vlaamse Instelling voor Technologisch Onderzoek Meth/15/04Vlaamse Instelling voor Technologisch Onderzoek MethusalemWenner-Gren Stiftelserna UPD2019-0230
6 · The paper itself

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.

Indexed as

correlative microscopyfunctional imagingInoperando solar cell investigationmicrospectroscopyoptical fluctuation

Identifiers

PMID39969402
PMCPMC11837892

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.