Application of Surrogate Models for Approximating Molecular Weight Characteristics of Polymers Under Conditions of Catalytic System Heterogeneity
During the synthesis of polyisoprene on a catalyst, several types of active centers [1] with different kinetic activities are present. This leads to the formation of complex molecular weight distributions and significantly complicates the tasks of process modeling, optimization, and control. Classical kinetic [2] and s...