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What are the Challenges in Catalysis Data Research?

One of the primary challenges is the reproducibility of data due to variations in experimental conditions. Other challenges include:
- Complexity of Reactions: Catalytic reactions often involve multiple steps and intermediates, making data interpretation difficult.
- Material Variability: Heterogeneous catalysts exhibit variability in particle size, shape, and distribution of active sites.
- Data Management: Handling and sharing large volumes of data while ensuring accuracy and integrity.

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