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Deep learning model for nano-blood transport in a rotating EM-actuated microchannel with thermal modulation: Implications for atherectomy devices

Sanatan Das, Poly Karmakar

2026International Communications in Heat and Mass Transfer7 citationsDOI

Topics & Concepts

MultiphysicsMaterials scienceMicrochannelHeat transferShear stressMechanicsThermalThermal radiationComputer scienceArtificial intelligenceDeep learningMechanical engineeringFlow (mathematics)Shear (geology)Heat generationAcousticsLaplace transformRocket engineRotation (mathematics)Computational fluid dynamicsThermal conductivityBlood flowBioheat transferFluid dynamicsThermal conductionVolumetric flow rateStress (linguistics)Convolutional neural networkSimulationCoronary Interventions and DiagnosticsMicrofluidic and Capillary Electrophoresis ApplicationsAngiogenesis and VEGF in Cancer
Deep learning model for nano-blood transport in a rotating EM-actuated microchannel with thermal modulation: Implications for atherectomy devices | Litcius