What challenges does big data analytics face in catalysis?
Several challenges exist in applying big data analytics to catalysis. One major challenge is the integration and standardization of diverse datasets. Experimental data, computational results, and literature reports often follow different formats and conventions, complicating their unified analysis. Another challenge involves the need for advanced algorithms capable of handling the complexity and scale of catalytic data. Ensuring data quality and addressing missing data points also remain critical issues.
