What are some challenges in applying statistical analysis to catalysis?
Some challenges include: - Complexity of Catalytic Systems: Catalytic reactions often involve multiple variables and complex interactions, making it difficult to develop accurate models. - Data Quality: The accuracy of statistical analysis depends on the quality of the experimental data. Inconsistent or noisy data can lead to incorrect conclusions. - Computational Requirements: Advanced statistical methods, such as machine learning, require significant computational resources and expertise.
