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Efficient machine learning based surrogate models for surface kinetics by approximating the rates of the rate-determining steps

Felix Döppel, Martin Votsmeier

2022Chemical Engineering Science36 citationsDOI

Topics & Concepts

KineticsSurrogate modelComputer scienceMachine learningArtificial intelligenceMathematicsPhysicsQuantum mechanicsMachine Learning in Materials Sciencenanoparticles nucleation surface interactionsHeat Transfer and Optimization
Efficient machine learning based surrogate models for surface kinetics by approximating the rates of the rate-determining steps | Litcius