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Learning stiff chemical kinetics using extended deep neural operators

Somdatta Goswami, Ameya D. Jagtap, Hessam Babaee, Bryan T. Susi, George Em Karniadakis

2023Computer Methods in Applied Mechanics and Engineering64 citationsDOI

Topics & Concepts

SyngasOperator (biology)Computer scienceArtificial neural networkAlgorithmApplied mathematicsMathematicsChemistryArtificial intelligenceRepressorBiochemistryOrganic chemistryTranscription factorHydrogenGeneCombustion and flame dynamicsModel Reduction and Neural NetworksHeat transfer and supercritical fluids
Learning stiff chemical kinetics using extended deep neural operators | Litcius