Evidence map›Paper›PMID 41955561›Full record

ArticleACS applied materials & interfaces2026

Finite-Temperature Evolution of Frenkel Defects in Hybrid Perovskites: Healing and Lead-Methylammonium Antisite Pairs.

Jgor Pensè Schone, Simone Argiolas, Alessio Gagliardi, Gohar Ali Siddiqui, Alessio Filippetti, Alessandro Mattoni

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Article in ACS applied materials & interfaces, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Jgor Pensè SchoneCNR - Istituto Officina dei Materiali (IOM) Cagliari, Cittadella Universitaria, Monserrato, (CA) 09042, Italy.ORCID 0009-0000-4115-8291
Simone ArgiolasCNR - Istituto Officina dei Materiali (IOM) Cagliari, Cittadella Universitaria, Monserrato, (CA) 09042, Italy.
Alessio GagliardiChair of Simulation of Nanosystems for Energy Conversion, Department of Electrical Engineering, TUM School of Computation, Information and Technology, Atomistic Modeling Center (AMC), Munich Data Science Institute (MDSI), Technical University of Munich, Garching 85748, Germany.ORCID 0000-0002-3322-2190
Gohar Ali SiddiquiChair of Simulation of Nanosystems for Energy Conversion, Department of Electrical Engineering, TUM School of Computation, Information and Technology, Atomistic Modeling Center (AMC), Munich Data Science Institute (MDSI), Technical University of Munich, Garching 85748, Germany.
Alessio FilippettiCNR - Istituto Officina dei Materiali (IOM) Cagliari, Cittadella Universitaria, Monserrato, (CA) 09042, Italy.ORCID 0000-0002-9144-7005
Alessandro MattoniCNR - Istituto Officina dei Materiali (IOM) Cagliari, Cittadella Universitaria, Monserrato, (CA) 09042, Italy.ORCID 0000-0002-1381-6557

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hybrid halide perovskites exhibit remarkable defect tolerance, yet the microscopic origin of this resilience and its limits remain debated. In this work, we employ a combined approach of finite-temperature molecular dynamics and enhanced-sampling metadynamics to investigate the atomistic formation and evolution of Frenkel defects in the prototypical MAPbI

Indexed as

MDmetadynamicspoint defectsself-healing

Identifiers

PMID41955561
PMCPMC13107386

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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.