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Review Sep 2026

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...

A. Starozhitskaya, M. Magomedova, A. Volkov · 0 citations

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