Can a computer “learn” nonlinear chromatography?: Physics-based deep neural networks for simulation and optimization of chromatographic processes
Sai Gokul Subraveti, Zukui Li, Vinay Prasad, Arvind Rajendran
Topics & Concepts
Artificial neural networkNonlinear systemEmulationAdsorptionSimulated moving bedChemistryProcess (computing)Biological systemLangmuir adsorption modelChromatographyComputer scienceAlgorithmArtificial intelligencePhysicsOperating systemQuantum mechanicsOrganic chemistryEconomic growthBiologyEconomicsMicrofluidic and Capillary Electrophoresis ApplicationsRheology and Fluid Dynamics StudiesChromatography in Natural Products