M. Magomedova

Neural Network Approaches to Inverse Problems in Chemical Kinetics

Chemical kinetics modeling of multicomponent reaction systems has traditionally relied on deterministic and semi-empirical approaches based on the law of mass action and the Langmuir–Hinshelwood formalism. However, such models often require assumptions regarding reaction mechanisms that are difficult to verify experi...