concept of scaling relations

How are Scaling Relations Derived?

Scaling relations are generally derived through a combination of experimental data and theoretical calculations:
1. Experimental Data: Empirical data from experiments can be used to identify trends and establish linear relationships between different adsorption energies.
2. Density Functional Theory (DFT): This computational method is often employed to calculate adsorption energies and transition states, providing the necessary data to formulate scaling relations.
3. Machine Learning: Advanced algorithms can analyze large datasets to uncover scaling relations that may not be evident through traditional methods.

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