Intelligent predictive neural network analysis on two phase bioconvection flow of dusty hybrid nanofluid with Cattaneo Christov flux model and melting phenomena

Abstract Background This analysis’s main purpose is to investigate the outcome of melting heating on microorganisms in a two-phase bioconvection flow of a dusty hybrid nanofluid via a sheet with Cattaneo-Christov flux model. Method Using an appropriate similarity transformation, constitutive partial...

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Autori principali:	Ali Raza, Imen Safra, Saba Liaqat, Farkhod Rakhmonov, Munawar Abbas, Durdana Rustamova Farkhad, Abdulbasit A. Darem
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	Springer 2026-06-01
Serie:	Discover Nano
Soggetti:	Dusty hybrid nanofluid Gyrotactic microbes Melting heating Cattaneo-Christov flux model Artificial neural network
Accesso online:	https://doi.org/10.1186/s11671-026-04739-8
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