Evidence map›Paper›PMID 40594519›Full record

ArticleScientific reports2025

Design and optimization of a compact dual band metal insulator metal filter for high sensitivity refractive index sensing using particle swarm optimization.

Ali Darabi, Mazdak Rad Malekshahi

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. 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

2 authors.

Ali DarabiDepartment of Electrical Engineering, Faculty of Engineering, Razi University, Kermanshah, 67149, Iran.
Mazdak Rad MalekshahiDepartment of Electrical Engineering, Faculty of Engineering, Razi University, Kermanshah, 67149, Iran. m.malekshahi@razi.ac.ir.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper presents a highly optimized metal-insulator-metal (MIM) filter designed for لrefractive index sensing applications, with dual cut-off bands at 1008 nm and 1348 nm. The filter's dimensions are optimized using the Particle Swarm Optimization (PSO) algorithm, ensuring maximum sensitivity and miniaturization. The Finite-Difference Time-Domain (FDTD) method is employed for simulations, while the Drude-Debye model accurately captures the dispersive dielectric properties of the metallic layers. Also, the optimized sensor exhibits high sensitivity, with values of 7504 nm/RIU for the first cut-off band and 8000 nm/RIU for the second, demonstrating enhanced responsiveness in the longer-wavelength range. The figure of merit (FOM) values of 250.13 (1/RIU) and 250 (1/RIU) for the two cut-off bands, respectively, along with detection limits of 0.0039 RIU and 0.004 RIU, further highlight the sensor's precision and reliability in detecting small refractive index changes. Furthermore, this dual-band MIM filter is well-suited for real-time refractive index detection, providing a compact, efficient design with excellent filtering capabilities. The integration of the PSO algorithm ensures optimal performance across both wavelength bands, making the sensor a promising candidate for applications in biosensing, chemical detection, and environmental monitoring. The high sensitivity, combined with the dual-band functionality, enables versatile sensing applications with enhanced precision.

Indexed as

Drude–Debye modelHigh sensitivityMIM filterParticle swarm optimizationRefractive index sensor

Identifiers

PMID40594519
PMCPMC12217825

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.