non linear relationships

How is Non-Linearity Studied?

Researchers use various experimental and computational techniques to study non-linear relationships in catalysis:
1. Kinetic Modeling: Mathematical models are developed to describe the rate of reactions and the behavior of catalysts under different conditions. These models often include non-linear terms to account for complex interactions.
2. Experimental Data Analysis: Techniques such as temperature-programmed desorption (TPD), surface science methods, and in situ spectroscopy are used to gather data on catalyst behavior and reaction intermediates. The data are then analyzed to detect non-linear trends.
3. Computational Simulations: Methods like Density Functional Theory (DFT) and molecular dynamics simulations help in understanding the atomic-level interactions and potential energy surfaces that contribute to non-linear behavior.

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