What are the Challenges in Collecting and Using Materials Data?
Several challenges exist in collecting and using materials data in catalysis:
Data Accuracy - Ensuring the reliability and reproducibility of materials data. Data Integration - Combining data from different characterization techniques to form a comprehensive understanding of the catalyst. Scalability - Applying laboratory-scale data to industrial-scale processes. Data Management - Effectively storing, retrieving, and analyzing large datasets.