Development of a surrogate artificial neural network for microkinetic modeling: case study with methanol synthesis
Bruno Lacerda de Oliveira Campos, Andréa Oliveira Souza da Costa, Karla Herrera Delgado, Stephan Pitter, Jörg Sauer, Esly Ferreira da Costa
Abstract
Speeding up microkinetic modeling by a surrogate artificial neural network.
Topics & Concepts
Artificial neural networkSurrogate modelComputer scienceArtificial intelligenceMethanolBiochemical engineeringMachine learningEngineeringChemistryOrganic chemistryCatalysts for Methane ReformingCatalysis and Oxidation ReactionsCatalytic Processes in Materials Science