What are the Challenges in Data Analytics for Catalysis?
Despite its benefits, data analytics in catalysis faces several challenges:
- Data Quality: Ensuring the accuracy, completeness, and consistency of data. - Complexity: The multi-dimensional and non-linear nature of catalytic processes can complicate data analysis. - Integration: Combining data from diverse sources and formats is often challenging. - Interpretability: Making complex models and results understandable to non-experts. - Computational Resources: High computational power and advanced software are often required for data processing and analysis.
