Evidence map›Paper›PMID 41509173›Full record

ArticleGlobal challenges (Hoboken, NJ)2026

Integration of Sustainable Carbon Nanoparticles Into Inverted Hybrid Perovskite Solar Cells to Enhance Optoelectronic Performance.

Lorenzo Squillantini, Davide Tocco, Marco Natali, Luca Gnoli, Alessio Mezzi, Chiara Dionigi, Eugenio Lunedei, Fabiola Liscio, Andrea Parisini, Mirko Seri and 5 more

Abstract read
In one paragraph

Article in Global challenges (Hoboken, NJ), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

15 authors.

Lorenzo SquillantiniConsiglio Nazionale delle Ricerche Istituto per lo Studio dei Materiali Nanostrutturati (CNR-ISMN) Bologna Italy.
Davide ToccoDepartment of Chemistry ''Ugo Schiff" & CSGI University of Florence Sesto Fiorentino (FI) Italy.
Marco NataliConsiglio Nazionale delle Ricerche Istituto per lo Studio dei Materiali Nanostrutturati (CNR-ISMN) Bologna Italy.
Luca GnoliConsiglio Nazionale delle Ricerche Istituto per lo Studio dei Materiali Nanostrutturati (CNR-ISMN) Bologna Italy.
Alessio MezziConsiglio Nazionale delle Ricerche Istituto per lo Studio dei Materiali Nanostrutturati (CNR-ISMN) Montelibretti (RM) Italy.
Chiara DionigiConsiglio Nazionale delle Ricerche Istituto per lo Studio dei Materiali Nanostrutturati (CNR-ISMN) Bologna Italy.
Eugenio LunedeiConsiglio Nazionale delle Ricerche Istituto per lo Studio dei Materiali Nanostrutturati (CNR-ISMN) Bologna Italy.
Fabiola LiscioConsiglio Nazionale delle Ricerche Istituto per lo Studio dei Materiali Nanostrutturati (CNR-ISMN) Bologna Italy.
Andrea ParisiniConsiglio Nazionale delle Ricerche Istituto per lo Studio dei Materiali Nanostrutturati (CNR-ISMN) Bologna Italy.
Mirko SeriConsiglio Nazionale delle Ricerche Istituto per lo Studio dei Materiali Nanostrutturati (CNR-ISMN) Bologna Italy.
Samet OcakConsiglio Nazionale delle Ricerche Istituto per lo Studio dei Materiali Nanostrutturati (CNR-ISMN) Bologna Italy.
Silvia MilitaConsiglio Nazionale delle Ricerche Istituto per lo Studio dei Materiali Nanostrutturati (CNR-ISMN) Bologna Italy.
Emiliano FratiniDepartment of Chemistry ''Ugo Schiff" & CSGI University of Florence Sesto Fiorentino (FI) Italy.
Giampiero RuaniConsiglio Nazionale delle Ricerche Istituto per lo Studio dei Materiali Nanostrutturati (CNR-ISMN) Bologna Italy.
Francesca De GiorgioConsiglio Nazionale delle Ricerche Istituto per lo Studio dei Materiali Nanostrutturati (CNR-ISMN) Bologna Italy.ORCID https://orcid.org/0000-0003-3780-6238

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hybrid Perovskite Solar Cells (HPSCs) using lead halide perovskites offer high performance and low-cost fabrication via solution processes. However, their environmental and thermal instability, along with poor polycrystalline quality-such as trap states and grain boundaries-limit device efficiency. In this study, we propose four novel compositions of carbon nanoparticles (CNPs) as additives for methylammonium PbI

Indexed as

carbon nanoparticlesCNPsenvironmentally friendly additivesHPSCshybrid perovskite solar cells

Identifiers

PMID41509173
PMCPMC12774800

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.