Entropy optimization of non-Newtonian hybrid nanofluid flow with non-linear radiation, exponential and thermal dependent heat source: Neuro-intelligent design

The prediction of entropy generation with a thermal and exponential space dependent heat source unsteady flow over rotating disk is the artifact paper. For specific physical model, non-Newtonian fluids like Oldroyd-B within EMHD fluid encrypted. Also, mechanism cobalt tantalum nanoparticles in blood employed. proper self-similarity variables are used to convert non-linear PDE system equations into an ODE form, which then calculated using Runge–Kutta 4th shooting technique artificial neural network (ANN). Visual representations show how different skewing interact each other. With few exceptions, research findings model quite consistent those reported literature. skin friction coefficients rise for increase electric field whereas rate transfer declines. Nusselt number frictions decrease parameters radiation, Eckert number, Brinkman based source. rises magnetic opposite tendency observed field.