Evidence map›Paper›PMID 39431066›Full record

ArticleACS omega2024

Boolean Circuits in Colloidal Mixtures of ZnO and Proteinoids.

Raphael Fortulan, Noushin Raeisi Kheirabadi, Panagiotis Mougkogiannis, Alessandro Chiolerio, Andrew Adamatzky

Abstract read
In one paragraph

Article in ACS omega, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. On fault-tolerant Boolean functions in proteinoids-ZnO colloids.Journal of materials science. Materials in electronics · 2025
    Article
  3. 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

5 authors.

Raphael FortulanUnconventional Computing Laboratory, UWE, Bristol BS16 1QY, U.K.ORCID https://orcid.org/0000-0002-1234-5212
Noushin Raeisi KheirabadiUnconventional Computing Laboratory, UWE, Bristol BS16 1QY, U.K.ORCID https://orcid.org/0000-0001-9682-1273
Panagiotis MougkogiannisUnconventional Computing Laboratory, UWE, Bristol BS16 1QY, U.K.ORCID https://orcid.org/0000-0003-1710-4917
Alessandro ChiolerioBioinspired Soft Robotics Laboratory, Istituto Italiano di Tecnologia, Via Morego 30, Genova 16165, Italy.ORCID https://orcid.org/0000-0001-9328-2999
Andrew AdamatzkyUnconventional Computing Laboratory, UWE, Bristol BS16 1QY, U.K.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Liquid computers use incompressible fluids for computational processes. Here, we present experimental laboratory prototypes of liquid computers using colloids composed of zinc oxide (ZnO) nanoparticles and microspheres containing thermal proteins (proteinoids). The choice of proteinoids is based on their distinctive neuron-like electrical behavior and their similarity to protocells. In addition, ZnO nanoparticles are chosen for their nontrivial electrical properties. Our research demonstrates the successful extraction of 2-, 4-, and 8-bit logic functions in ZnO proteinoid colloids. Our analysis shows that each material has a distinct set of logic functions and that the complexity of the expressions is directly related to each material present in a mixture. Our study shows that 2-, 4-, and 8-bit logic functions can be successfully extracted from ZnO proteinoid colloids. These findings provide a basis for the development of future hybrid liquid devices capable of general-purpose computing.

Identifiers

PMID39431066
PMCPMC11483569

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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.