Physics-guided deep neural network to characterize non-Newtonian fluid flow for optimal use of energy resources
Abhishek Kumar, Syahrir Ridha, Marneni Narahari, Suhaib Umer Ilyas
Topics & Concepts
Herschel–Bulkley fluidComputer scienceNewtonian fluidArtificial neural networkLaminar flowBenchmark (surveying)Flow (mathematics)CompressibilityNon-Newtonian fluidFluid dynamicsApplied mathematicsMechanicsMathematical optimizationPhysicsMathematicsArtificial intelligenceGeologyGeodesyModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignFluid Dynamics and Turbulent Flows