Predicting compressive strength of eco-friendly plastic sand paver blocks using gene expression and artificial intelligence programming.

Sand Compressive Strength Plastics Artificial Intelligence Gene Expression

Journal

Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288

Informations de publication

Date de publication:
27 07 2023
Historique:
received: 09 03 2023
accepted: 24 07 2023
medline: 31 7 2023
pubmed: 28 7 2023
entrez: 27 7 2023
Statut: epublish

Résumé

Plastic sand paver blocks provide a sustainable alternative by using plastic waste and reducing the need for cement. This innovative approach leads to a more sustainable construction sector by promoting environmental preservation. No model or Equation has been devised that can predict the compressive strength of these blocks. This study utilized gene expression programming (GEP) and multi-expression programming (MEP) to develop empirical models to forecast the compressive strength of plastic sand paver blocks (PSPB) comprised of plastic, sand, and fibre in an effort to advance the field. The database contains 135 results for compressive strength with seven input parameters. The R

Identifiants

DOI: 10.1038/s41598-023-39349-2 PMID: 37500697 PMC: PMC10374568
pubmed: 37500697
doi: 10.1038/s41598-023-39349-2
pii: 10.1038/s41598-023-39349-2
pmc: PMC10374568
doi:

Substances chimiques

Sand 0
Plastics 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

12149

Informations de copyright

© 2023. The Author(s).

Références

Materials (Basel). 2021 Feb 26;14(5):
pubmed: 33652972
J Hazard Mater. 2020 Feb 15;384:121322
pubmed: 31604206
Nature. 2021 Sep;597(7878):593-594
pubmed: 34584258
Sci Total Environ. 2021 Aug 1;780:146524
pubmed: 34030334
Heliyon. 2023 Jun 08;9(6):e17107
pubmed: 37484238
Biotechnol Prog. 2009 Jul-Aug;25(4):1043-53
pubmed: 19569187
Science. 2010 Jun 18;328(5985):1506
pubmed: 20558704
Heliyon. 2023 Mar 11;9(3):e14457
pubmed: 36950647
Waste Manag. 2016 May;51:19-42
pubmed: 26970843
Materials (Basel). 2022 Jun 14;15(12):
pubmed: 35744270
PLoS One. 2023 Jan 23;18(1):e0280761
pubmed: 36689541
J Hazard Mater. 2020 Jul 5;393:122419
pubmed: 32155522
Proc Natl Acad Sci U S A. 2015 Sep 22;112(38):11899-904
pubmed: 26324886

Auteurs

Bawar Iftikhar (B)

School of Civil Engineering, Universiti Teknologi Malaysia, 81310, Johor Bahru, Johor, Malaysia.
Department of Civil Engineering, COMSATS University Islamabad, Abbottabad Campus, Abbottabad, 22060, Pakistan.

Sophia C Alih (SC)

Institute of Noise and Vibration, School of Civil Engineering, Universiti Teknologi Malaysia, 81310, Johor Bahru, Johor, Malaysia.

Mohammadreza Vafaei (M)

School of Civil Engineering, Universiti Teknologi Malaysia, 81310, Johor Bahru, Johor, Malaysia.

Muhammad Faisal Javed (MF)

Department of Civil Engineering, COMSATS University Islamabad, Abbottabad Campus, Abbottabad, 22060, Pakistan.

Muhammad Faisal Rehman (MF)

Department of Architecture, University of Engineering and Technology Peshawar, Abbottabad Campus, Abbottabad, Pakistan.

Sherzod Shukhratovich Abdullaev (SS)

Faculty of Chemical Engineering, New Uzbekistan University, Tashkent, Uzbekistan.
Department of Science and Innovation, Tashkent State Pedagogical University Named after Nizami, Bunyodkor Street 27, Tashkent, Uzbekistan.

Nissren Tamam (N)

Department of Physics, College of Science, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, 11671, Riyadh, Saudi Arabia.

M Ijaz Khan (MI)

Department of Mathematics and Statistics, Riphah International University, I-14, Islamabad, 44000, Pakistan. scientificresearchglobe@gmail.com.
Department of Mechanical Engineering, Lebanese American University, Kraytem, Beirut, 1102-2801, Lebanon. scientificresearchglobe@gmail.com.

Ahmed M Hassan (AM)

Center of Research, Faculty of Engineering, Future University in Egypt, New Cairo, 11835, Egypt.

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Classifications MeSH

questionsmedicales.fr › Environnement et santé publique › Environnement › Sol › Sable › Predicting compressive strength of...
questionsmedicales.fr › Phénomènes physiques › Phénomènes mécaniques › Résistance à la compression › Predicting compressive strength of...
questionsmedicales.fr › Technologie, industrie et agriculture › Produits manufacturés › Matériaux biomédicaux et dentaires › Polymères › Matières plastiques › Predicting compressive strength of...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Predicting compressive strength of...
questionsmedicales.fr › Phénomènes génétiques › Expression des gènes › Predicting compressive strength of...