Browse Items · Lamar University Midstream Center Research

Physics-guided deep neural network to characterize non-Newtonian fluid flow for optimal use of energy resources

Numerical simulations of non-Newtonian fluids are indispensable for optimization and monitoring of several industrial processes such as crude oil transportation, nuclear cooling, geothermal and fossil fuel production. The governing equations derived…

Tags: Deep neural network, Energy conservation, FLUID flow, HERSCHEL-Bulkley model, INCOMPRESSIBLE flow, Machine learning, Navier-Stokes equation, NON-Newtonian flow (Fluid dynamics), Non-Newtonian fluid, NON-Newtonian fluids, Pipe flow, POWER resources

Physics-guided deep neural network to characterize non-Newtonian fluid flow for optimal use of energy resources

Numerical simulations of non-Newtonian fluids are indispensable for optimization and monitoring of several industrial processes such as crude oil transportation, nuclear cooling, geothermal and fossil fuel production. The governing equations derived…

Tags: Deep neural network, Energy conservation, FLUID flow, HERSCHEL-Bulkley model, INCOMPRESSIBLE flow, Machine learning, Navier-Stokes equation, NON-Newtonian flow (Fluid dynamics), Non-Newtonian fluid, NON-Newtonian fluids, Pipe flow, POWER resources

Physics-guided deep neural network to characterize non-Newtonian fluid flow for optimal use of energy resources

Numerical simulations of non-Newtonian fluids are indispensable for optimization and monitoring of several industrial processes such as crude oil transportation, nuclear cooling, geothermal and fossil fuel production. The governing equations derived…

Tags: Deep neural network, Energy conservation, FLUID flow, HERSCHEL-Bulkley model, INCOMPRESSIBLE flow, Machine learning, Navier-Stokes equation, NON-Newtonian flow (Fluid dynamics), Non-Newtonian fluid, NON-Newtonian fluids, Pipe flow, POWER resources

Browse Items (3 total)

Physics-guided deep neural network to characterize non-Newtonian fluid flow for optimal use of energy resources

Physics-guided deep neural network to characterize non-Newtonian fluid flow for optimal use of energy resources

Physics-guided deep neural network to characterize non-Newtonian fluid flow for optimal use of energy resources