Surrogate modeling of pressure loss & mass transfer in membrane channels via coupling of computational fluid dynamics and machine learning

Zachary M. Binger, Andrea Achilli

2022Desalination31 citationsDOI

Topics & Concepts

Computational fluid dynamicsConcentration polarizationMechanicsMass transferFluid dynamicsMembraneChemistryMaterials scienceSimulationComputer sciencePhysicsBiochemistryMembrane Separation TechnologiesMembrane-based Ion Separation TechniquesNanopore and Nanochannel Transport Studies

Surrogate modeling of pressure loss &amp; mass transfer in membrane channels via coupling of computational fluid dynamics and machine learning

Topics & Concepts

Surrogate modeling of pressure loss & mass transfer in membrane channels via coupling of computational fluid dynamics and machine learning