Evidence map›Paper›PMID 42093895›Full record

ArticleHardwareX2026

Design, construction and validation of an open-source gold nanoparticle concentration tracking device.

Sergio Molina-Prados, Vicent Sorribes-Paulo, Lucía Arrufat-Sorli, Heberley Tobón-Maya, Francis Rey-Cortes, Gladys Mínguez-Vega, Carlos Doñate-Buendía

Abstract read
In one paragraph

Article in HardwareX, 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.

Sergio Molina-PradosGroup of Optics-UJI (GROC-UJI), Institute of New Imaging Technologies (INIT), Universitat Jaume I (UJI), 12071 Castellón, Spain.
Vicent Sorribes-PauloGroup of Optics-UJI (GROC-UJI), Institute of New Imaging Technologies (INIT), Universitat Jaume I (UJI), 12071 Castellón, Spain.
Lucía Arrufat-SorliGroup of Optics-UJI (GROC-UJI), Institute of New Imaging Technologies (INIT), Universitat Jaume I (UJI), 12071 Castellón, Spain.
Heberley Tobón-MayaGroup of Optics-UJI (GROC-UJI), Institute of New Imaging Technologies (INIT), Universitat Jaume I (UJI), 12071 Castellón, Spain.
Francis Rey-CortesGroup of Optics-UJI (GROC-UJI), Institute of New Imaging Technologies (INIT), Universitat Jaume I (UJI), 12071 Castellón, Spain.
Gladys Mínguez-VegaGroup of Optics-UJI (GROC-UJI), Institute of New Imaging Technologies (INIT), Universitat Jaume I (UJI), 12071 Castellón, Spain.
Carlos Doñate-BuendíaGroup of Optics-UJI (GROC-UJI), Institute of New Imaging Technologies (INIT), Universitat Jaume I (UJI), 12071 Castellón, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Gold nanoparticles (GNPs) exhibit unique optical properties governed by localized surface plasmon resonance, enabling applications in biomedicine, sensing, catalysis, and photonics. Accurate concentration tracking during fabrication is essential, since particle density strongly affects colloid stability and functional performance. Pulsed laser ablation in liquids (PLAL) has gained recognition as a sustainable route for nanoparticle synthesis, ligand-free, high-purity colloids without chemical by-products. However, monitoring GNP concentration during PLAL typically relies on UV-VIS spectrophotometers, that can be costly, bulky, and difficult to integrate into fabrication workflows. In this work, we present the design, construction, and validation of a compact, open-source alternative for real-time nanoparticle tracking. The device combines a 405 nm laser, a photodiode, and an ESP32-S3 microcontroller for data-acquisition and processing. All design files, firmware, and 3D-printed casing are openly released. Validation experiments show strong agreement with conventional UV-VIS absorption, demonstrating that the proposed device can replace commercial spectrophotometers. By providing a concentration sensor that can be easily integrated in a production chain, this approach reduces the physical footprint and cost of GNPs fabrication facilities, while maintaining reliable monitoring. With a cost below 40 € and modular architecture, the system enables reproducible, accessible, and sustainable monitoring for PLAL and other nanomaterial synthesis processes.

Indexed as

AbsorbanceArduinoESP32-S3Nanoparticle monitoringOptical sensor

Identifiers

PMID42093895
PMCPMC13141789

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.