data requirements

What types of data are essential in catalysis research?

In the realm of catalysis research, several types of data are crucial for understanding and optimizing catalytic processes. These include:
- Kinetic Data: Information on reaction rates and how they vary with parameters such as temperature, pressure, and concentration.
- Thermodynamic Data: Equilibrium constants, enthalpy, entropy, and Gibbs free energy changes.
- Structural Data: Atomic and molecular structure information of catalysts, which can often be obtained via techniques like X-ray crystallography and NMR spectroscopy.
- Surface Properties: Surface area, pore size distribution, and surface energy.
- Spectroscopic Data: Data from techniques like IR, UV-Vis, and Raman spectroscopy to understand the electronic and molecular environment.
- Computational Data: Outputs from [density functional theory (DFT)]() calculations, molecular dynamics simulations, and other modeling techniques.

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