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Optimized ANN-based bio-thermodynamic modeling of unsteady flows with coupled nanoparticle-microbial-activation-energy transport in heterogeneous porous media.

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Title: Optimized ANN-based bio-thermodynamic modeling of unsteady flows with coupled nanoparticle-microbial-activation-energy transport in heterogeneous porous media.
Authors: Almutlg A; Department of Mathematics, College of Science, Qassim University, Buraydah, Saudi Arabia., Ahmed SE; Central Labs, King Khalid University, P.O. Box 960, AlQura'a, Abha, Saudi Arabia. sehassan@kku.edu.sa., Arafa AAM; Department of Mathematics, College of Science, Qassim University, Buraydah, Saudi Arabia., Hussein SA; Department of Mathematics, Faculty of Science, Zagazig University, Zagazig, Egypt.; Mathematics Education Program, Faculty of Education and arts, Sohar University, 311, P.O. Box 44, Sohar, Oman.
Source: Scientific reports [Sci Rep] 2026 Apr 19; Vol. 16 (1). Date of Electronic Publication: 2026 Apr 19.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Almutlg+A%22">Almutlg A</searchLink>; Department of Mathematics, College of Science, Qassim University, Buraydah, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Ahmed+SE%22">Ahmed SE</searchLink>; Central Labs, King Khalid University, P.O. Box 960, AlQura'a, Abha, Saudi Arabia. sehassan@kku.edu.sa.<br /><searchLink fieldCode="AU" term="%22Arafa+AAM%22">Arafa AAM</searchLink>; Department of Mathematics, College of Science, Qassim University, Buraydah, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Hussein+SA%22">Hussein SA</searchLink>; Department of Mathematics, Faculty of Science, Zagazig University, Zagazig, Egypt.; Mathematics Education Program, Faculty of Education and arts, Sohar University, 311, P.O. Box 44, Sohar, Oman.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Apr 19; Vol. 16 (1). <i>Date of Electronic Publication: </i>2026 Apr 19.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101563288 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2045-2322 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220452322%22">20452322 </searchLink><i>NLM ISO Abbreviation: </i>Sci Rep <i>Subsets: </i>MEDLINE; PubMed not MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42002592
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        Value: 10.1038/s41598-026-47493-8
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        Text: English
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      – TitleFull: Optimized ANN-based bio-thermodynamic modeling of unsteady flows with coupled nanoparticle-microbial-activation-energy transport in heterogeneous porous media.
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              Text: 2026 Apr 19
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