What are the Challenges in Integrating Data in Catalysis?
Despite the benefits, integrating data in catalysis research presents several challenges:
Data Heterogeneity: Catalysis data comes in various formats, including numerical data, images, and textual information. Harmonizing these diverse data types can be complex. Data Quality: Ensuring the accuracy and reliability of data from multiple sources is critical to avoid erroneous conclusions. Data Privacy and Security: Sensitive data, particularly proprietary experimental results, must be protected from unauthorized access. Scalability: As the volume of data grows, platforms must scale efficiently to handle increased storage and processing demands.
