complex data analysis

What Types of Data are Involved?

Catalysis generates diverse data types, including:
- Kinetic Data: Information on reaction rates and the influence of various factors like temperature and pressure.
- Spectroscopic Data: Insights from techniques such as NMR, IR, and XPS that provide information on the chemical environment and structure of the catalyst.
- Computational Data: Results from DFT calculations and molecular dynamics simulations that predict catalytic behavior at the atomic level.
- High-throughput Screening Data: Results from automated experiments that test numerous catalyst compositions and conditions rapidly.

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