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    Machine learning analysis of thermo-bioconvection in a micropolar hybrid nanofluid-filled square cavity with oxytactic microorganisms

    Machine learning analysis of thermo-bioconvection in a micropolar hybrid nanofluid-filled square cavity with oxytactic microorganisms by Ahlawat Anil, Chaudhary Shilpa, Karuppusamy Loganathan, Mohammed Salman Arafath, Kandasamy Thirumalaisamy, Thameem Basha Hayath

    Published 2025-07-01

    Bioconvection within nanofluids originates as microbes associated with nanoparticles (NPs), triggering convective motion. This mechanism holds significance in the development of nanotechnology, biotechnological fields, and ecological engineering. Therefore, this work utilizes numerical simulations t...

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