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Experimentally validated machine learning frameworks for accelerated prediction of cyclic steady state and optimization of pressure swing adsorption processes

Kasturi Nagesh Pai, Vinay Prasad, Arvind Rajendran

2020Separation and Purification Technology81 citationsDOI

Topics & Concepts

Surrogate modelPressure swing adsorptionArtificial neural networkKrigingArtificial intelligenceSteady state (chemistry)Machine learningGaussian processComputer scienceSupport vector machineGaussianChemistryAdsorptionOrganic chemistryComputational chemistryPhysical chemistryCarbon Dioxide Capture TechnologiesPhase Equilibria and ThermodynamicsEnergy, Environment, and Transportation Policies
Experimentally validated machine learning frameworks for accelerated prediction of cyclic steady state and optimization of pressure swing adsorption processes | Litcius