Robert Güttel

Deactivation Neural Ordinary Differential Equation (deactNODE)─Learning Deactivation Kinetics from Integral Data

Abstract Catalyst deactivation critically affects the long-term reactor performance. Thus, the development and parametrization of accurate models to predict the effect of operation conditions is crucial for reactor design. Current models are limited by power-law frameworks or lac...