Evidence map›Paper›PMID 41233398›Full record

ArticleScientific reports2025

Investigation of ZnMgO/µc-Si thin-film solar cell using two-dimensional numerical simulation.

Muzaffar Imam, Md Akram Ahmad, Paramjit Kaur, Mukul Kumar Das, Syed Sadique Anwer Askari

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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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

5 authors.

Muzaffar ImamDepartment of Electronics and Communication Engineering, Presidency University, Bengaluru, 560064, India.
Md Akram AhmadDepartment of Electrical, Electronics and Communication Engineering, Galgotias University, Greater Noida, 203201, India.
Paramjit KaurDepartment of Electronics and Communication Engineering, SLIET, Longowal, Punjab, 148106, India.
Mukul Kumar DasDepartment of Electronics Engineering, IIT (ISM) Dhanbad, Dhanbad, 826004, India.
Syed Sadique Anwer AskariDepartment of Electronics and Communication Engineering, Manipal University Jaipur, Jaipur, 303007, India. syed.askari@jaipur.manipal.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The development of efficient microcrystalline silicon (µc-Si) thin-film solar cells offers a promising route to reduce photovoltaic costs. This work presents, for the first time, a comprehensive numerical model to optimize ZnMgO/µc-Si-based solar cells by analyzing its performance metrics. The model incorporates horizontal and vertical grain boundaries (GBs) in the absorber with Gaussian-distributed donor- and acceptor-like trap states. Key parameters studied are Mg concentration, thickness, and doping in the ZnMgO emitter, as well as GB-induced recombination in the µc-Si absorber. Results show that increasing Mg concentration up to 20% significantly enhances performance, while higher concentrations yield negligible improvement. GB recombination critically affects performance: smaller grain size, which increases GB density, causes exponential degradation, and GB trap densities above 10

Indexed as

Grain boundary recombinationSolar cellTCAD simulationThin filmZnMgO

Identifiers

PMID41233398
PMCPMC12615780

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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.