Evidence map›Paper›PMID 42646450›Full record

ArticleNanomaterials (Basel, Switzerland)2026

From Individual Grain Boundaries to Irregular Grain Networks: Drift-Diffusion Simulation of Polycrystalline Silicon Solar Cells.

Irodakhon Gulomova, Oussama Accouche, Zaher Al Barakeh, Rayimjon Aliev, Navruzbek Mirzaalimov, Makhfuza Alinazarova, Jasurbek Gulomov

Abstract read
In one paragraph

Article in Nanomaterials (Basel, Switzerland), 2026. 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

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

7 authors.

Irodakhon GulomovaDepartment of Condensed Matter Physics, Andijan State University, Andijan 170100, Uzbekistan.
Oussama AccoucheCollege of Engineering and Technology, American University of the Middle East, Egaila 54200, Kuwait.ORCID 0000-0001-7759-5362
Zaher Al BarakehCollege of Engineering and Technology, American University of the Middle East, Egaila 54200, Kuwait.ORCID 0000-0002-1739-5593
Rayimjon AlievDepartment of Condensed Matter Physics, Andijan State University, Andijan 170100, Uzbekistan.ORCID 0000-0003-1986-2199
Navruzbek MirzaalimovDepartment of Condensed Matter Physics, Andijan State University, Andijan 170100, Uzbekistan.ORCID 0000-0002-9264-3710
Makhfuza AlinazarovaDepartment of Physics, Faculty of Physics and Mathematics, Namangan State University, Namangan 160119, Uzbekistan.
Jasurbek GulomovDepartment of Condensed Matter Physics, Andijan State University, Andijan 170100, Uzbekistan.ORCID 0000-0001-7516-987X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Grain boundaries (GBs) are important recombination-active defects in polycrystalline and multicrystalline silicon solar cells, but the effects of their electrical activity, geometry, and spatial arrangement are often difficult to separate. In this work, two-dimensional (2D) drift-diffusion simulations are used to investigate how GB trap density, carrier capture cross-section, orientation, length, number, and network geometry affect silicon solar-cell performance. A controlled comparison between rotating GBs whose length changes with angle and fixed-length GBs shows that the strong apparent orientation dependence is dominated by the accompanying variation in active GB length. When the GB length is fixed at 100 μm, the variations in short-circuit current density (Jsc), open-circuit voltage (Voc), efficiency, and fill factor are comparatively small. As a second contribution, irregular polycrystalline microstructures are generated by Voronoi tessellation, producing distributions of grain sizes, shapes, boundary lengths, and junctions that are more representative than simplified structures based on isolated or regularly spaced boundaries. These networks are used to connect grain size, total electrically active GB length, recombination, local electric fields, carrier-flow redistribution, and device performance. As the characteristic grain size increases from 5 to 100 μm, Jsc rises from 15 to 34mAcm-2, Voc from 0.54 to above 0.61 V, and the power conversion efficiency from 6.5% to 17%. GB-induced photovoltaic loss is therefore governed not by GB number or nominal orientation alone, but by the combined effects of electrical activity, total active boundary length, and network geometry.

Indexed as

carrier recombinationdevice simulationdrift–diffusion simulationgrain boundariespolycrystalline siliconsilicon solar cellsVoronoi tessellation

Identifiers

PMID42646450
PMCPMC13516571

What OpenQuestion holds

Textmetadata
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.